HIROKANE,Michiyuki - Faculty of Informatics Department of Informatics

HIROKANE, Michiyuki

Faculty, Department/Institute

Faculty of Informatics Department of Informatics

Academic status (qualification)

Professor Apr. 1,2004

Undergraduate Degrees・University

Hiroshima University Faculty of ScienceMathematics 1983 Graduated

Academic Degrees

Doctor of Engineering Jan. 1996 Hiroshima University

Research fields

Research fields	keyword
Intelligent informatics
Disaster prevention
Machine learning

Research topics

research topic	Study on WBT Application
Study theme state	Individual Research
research duration
Research Programs
keyword	WBT Application
Research field
Research Topics Overview

research topic	Study on Knowledge Discovery
Study theme state	Individual Research
research duration
Research Programs
keyword	Knowledge Discovery
Research field
Research Topics Overview

research topic	Study on Sensor Information Processing
Study theme state	Individual Research
research duration
Research Programs
keyword	sensor information
Research field
Research Topics Overview

research topic	Syudy on Risk Evaluation of Natural Disaster
Study theme state	Joint research within Japan
research duration	2010 ～ 2011
Research Programs	Designated Researches (National Research and Development Program Specified Research)
keyword	risk evaluation
Research field	Intelligent informatics
Research Topics Overview

research topic	Study on Evacuation Simulation from Disaster
Study theme state	Joint research within Japan
research duration	2010 ～ 2011
Research Programs	Designated Researches (National Research and Development Program Specified Research)
keyword	refuge action simulation
Research field	Disaster prevention
Research Topics Overview

research topic	Study on Safety Education
Study theme state	International Joint Research
research duration	2008 ～ 2013
Research Programs	JST Core Research for Evolutional Science and Technology
keyword	Safety education,Simulation
Research field	Disaster prevention
Research Topics Overview

research topic
Study theme state	Joint research within Japan
research duration	2016 ～ 2019
Research Programs	JST Basic Research Programs (Research Institute of Science and Technology of Society)
keyword
Research field
Research Topics Overview

research topic
Study theme state	Joint research within Japan
research duration	2015 ～ 2017
Research Programs	Joint Research
keyword
Research field
Research Topics Overview

research topic
Study theme state	Individual Research
research duration	2015 ～ 2017
Research Programs	Consignment Research (Some institute consigns the research to some researcher.)
keyword
Research field
Research Topics Overview

research topic
Study theme state	Joint research within Japan
research duration	2013 ～ 2018
Research Programs	Grant-in-Aid for Scientific Research
keyword
Research field
Research Topics Overview

research topic
Study theme state	Individual Research
research duration
Research Programs	Consignment Research (Some institute consigns the research to some researcher.)
keyword
Research field
Research Topics Overview

research topic
Study theme state	Joint Research within Institution
research duration	2020 ～ 2022
Research Programs	Joint Research
keyword
Research field
Research Topics Overview

Research Activities

1) Study on rough set theory based knowledge acquisition method from various cases. 2) Study on chaos and fractal thory based prediction method. 3) Study on information communication technology based training system.1) Application of soft computing to the sensor information. 2) Study on refuge action simulation from disaster. 3) Application of pattern recognition method to time series data analysis. 4) Study on Automatic generation Method of hazard maps using deep learning.

Research Career

FUKKEN Co. Ltd. 1983/4/1～1993年/3/31
Kansai University/Lecturer 1994/4/1～1997年/3/31
Kansai University/Associate Professor 1997/4/1～2004年/3/31
Kansai University/Professor

Academic Associations

所属学会・団体名	役職名 (役職在任期間)
Japanese Society of Civil Engineering	Member(1988/～)
Information Processing Society of Japan	Member(1992/～)
Japanese Society for Artificial Intelligence	Member(1992/～)
Japanese Geotechnical Society	Member(1991/～)
Japanese Society for Fuzzy Theory and Intelligent Informatics	Member(1996/～)
The Institute of Electronics, Information and Communication Engineers	member(1999/～)
	20140400()

Topics for Business-Government-Universities Joint Reserch

Image Processing
Pattern Recognition
Data Mining
Simulation

Joint Projects/Commissioned Projects

Study on Application of Genetic Algorithms and Chaos Theory to Eco-Friendly Design System of Structures
1995 - 1996 Joint Research on campus
Study of Case Base Reasoning by Using Neural Network, Fuzzy Theory and Rough Sets Theory
1995 - 1996 Joint Research on campus
Study on Application of Genetic Algorithms to Civil Engineering
1995 - 1997 From contract research companies
Study of Fuzzy Vibration Control of Structures by Using Chaos Theory and Genetic Algorithms
1996 - 1998 Domestic Joint Research
Study on Reginal Security by Using Artificial Life and Multimedia
1997 - 1998 Joint Research on campus
Study on Maintenance Planning of Airport Facilities by Using Genetic Algorithms
1997 - 1999 From contract research companies
Study of Standardization and Communalization of CAD data for Construction
1998 - 1999 Joint Research on campus
Study on Reginal Security by Using Artificial Life and Multimedia
1998 - 2000 Joint research collaboration between industry and academia
Study of Eco-Friendly Structural Design by Using Artificial Life
1998 - 2000 Domestic Joint Research
Study on Application of Datamining methods to Civil Engineering
1999 - 1999 Joint Research on campus
Study on Radar Rainfall Strength Prediction Using Fractal Dimension
1999 - 1999 Joint research collaboration between industry and academia
Study on WBT System for Analysys
2003 - 2003 Joint Research on campus
Study of Radar Rainfall Strength Prediction Using Rough Sets
2003 - 2003 Joint research collaboration between industry and academia
Development of Learning Model and Learning Environment Using Advance Infoemation Technologies
2003 - 2008 International Joint Research
Study on Population Prediction of Takatsuki City
2004 - 2007 Joint research collaboration between industry and academia
Study of Grid Computing
2004 - 2007 Joint Research on campus
Study on Application of Rough Sets to Demand Prediction
2006 - 2006 Joint research collaboration between industry and academia
Study on e-Business
2007 - 2010 Joint Research on campus
Study on Spiral Network for Safety Intelligence
2008 - 2013 International Joint Research
Robust Design Optimization of Engineering Structures
2009 - 2009 International Joint Research
ICOSSAR 2009
2009 - 2009 Other
ICOSSAR 2009
2009 - 2009 Other
ICOSSAR 2009
2009 - 2009 Other
ICOSSAR 2009
2009 - 2009 Other
Study on Refuge Action Simulation in Debris Flow
2010 - 2010 From contract research companies
Development of Visualized Safety Education Support System for Prevention of Fall Disaster
2011 - 2013 Domestic Joint Research
2017 - 2017 From contract research companies
2018 - 2022 From contract research companies
2021 - 2022 Joint Research on campus
2016 - 2022 From contract research companies
2016 - 2019 Domestic Joint Research

Research Publications

No.	Type of publication	Date of publication (Date of presentation)	Title	Type of research result	Jointly authored or single authored	Publisher and journal name	Volume number
1	International academic conference8	2022/11～2022,11,00,,,	Utilization of Similar Accident Cases for Safety Education	Academic Journal	Co-author	Proc. of 12th International Conference on Soft Computing and Intelligent Systems and 23th International Symposium on Advanced Intelligent Systems (SCIS&ISIS 2022)
2	International academic conference8	2022/11～2022,11,00,,,	Proposal for a Method of Controlling Heart Rate During Step Exercise	Academic Journal	Co-author	Proc. of 12th International Conference on Soft Computing and Intelligent Systems and 23th International Symposium on Advanced Intelligent Systems (SCIS&ISIS 2022)
3	International academic conference8	2022/11～2022,11,00,,,	Application of Deep Learning to the Establishment of Slope Failure Warning Areas	Academic Journal	Co-author	Proc. of 12th International Conference on Soft Computing and Intelligent Systems and 23th International Symposium on Advanced Intelligent Systems (SCIS&ISIS 2022)
4	Papers1	2021/2～2021,02,00,,,	CONSIDERING SOCIAL FACTOR IN SETTING OF SEDIMENT DISASTER WARNING AREA USING DEEP LEARNING	Academic Journal	Co-author
5	International academic conference8	2016/8～2016,08,00,,,	Study on Monitoring Method Using a Wrist Watch Type Device for Unsafe Behavior	Academic Journal	Co-author	Proc. of 8th International Conference on Soft Computing and Intelligent Systems and 17th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2016)	pp.426-431
6	International academic conference8	2016/8～2016,08,00,,,	Experiment of Disaster Prevention Education and Evaluation Using a Torrential Rain Simulated Experience Application	Academic Journal	Co-author	Proc. of 8th International Conference on Soft Computing and Intelligent Systems and 17th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2016)	pp.432-437
7	International academic conference8	2015/9～2015,09,00,,,	Analysis of the Characteristics for Diagnosing Axial Forces of High-Strength Bolts	Academic Journal	Co-author	Proceedings of the 15th International Conference on Civil, Structural and Environmental Engineering Computing	Paper 47, pp.1-10
8	International academic conference8	2015/9～2015,09,00,,,	Risk Assessment of Fall Prevention Based on an Accident Database in Japan	Academic Journal	Co-author	Proceedings of the 15th International Conference on Civil, Structural and Environmental Engineering Computing	Paper 242, pp.1-8
9	International academic conference8	2015/3～2015,03,00,,,	Evaluation of the estimation accuracy for harmony between music and images based on various combinations of features	Academic Journal	Co-author	Proceedings of International Symposium on Affective Science and Engineering (ISASE2015)	p.7 (CD)
10	International academic conference8	2014/7～2014,07,00,,,	Diagnosis for Axial Force of High-Strength Bolts Using Pattern Recognistion	Academic Journal	Co-author	Vulnerability and Risk Analysis and Management (ICVRAM 2014)	pp.2598-2607
11	International academic conference8	2013/10～2013,10,00,,,	Development of AR Based Safety Education Support System in Construction Site	Academic Journal	Co-author	Proceeding of the International Conference on Fall Prevention and Protection 2013	pp.139-144
12	International academic conference8	2013/9～2013,09,00,,,	Development and Evaluation of a Localized Severe Rain Simulator based on the Augmented Reality Technique	Academic Journal	Co-author	Proceedings of the 14th International Conference on Civil, Structural and Environmental Engineering Computing	Paper 236, pp.1-8
13	International academic conference8	2013/9～2013,09,00,,,	Development of a Safety Education Support System for Construction Sites using Augmented Reality Technique	Academic Journal	Co-author	Proceedings of the 3rd International Conference on Soft Computing Technology in Civil, Structural and Environmental Engineering,	Paper 18, pp.1-12
14	International academic conference8	2012/11～2012,11,00,,,	Automatic Detection of Bicycle Direction Using RealAdaBoost and C4.5	Academic Journal	Co-author	Proceeding of the 6th International Conference on Soft Computing and Intelligent Systems and the 13th International Symposium on Advanced Intelligent System,	pp.1898-1902
15	International academic conference8	2012/5～2012,05,00,,,	Application of AR based manual to prevention of human error	Academic Journal	Co-author	5th Asian-Pacific Symposium on Structural Reliability and its Application	pp.398-403
16	Papers1	2011/10～2011,10,00,,,	Application of SVM to Integrity Assessment of Concrete Structure Based on Visual Information	Academic Journal	Co-author	Journal of JCOSSAR2011	Vol.7，pp.198-203
17	Papers1	2011/10～2011,10,00,,,	Application of AR Based Manual to Prevention of Human Error	Academic Journal	Co-author	Journal of JCOSSAR2012	Vol.7，pp.299-304
18	Academic presentation7	2011/9～2011,09,00,,,	Multi-Agent Simulation System for Supporting Efficient Rescue Operations in Disaster	Academic Journal	Co-author	Proc. of Fuzzy System Symposium	MH2-3，pp.381-386
19	Academic presentation7	2011/9～2011,09,00,,,	Development and Evaluation of Dynamic Hazard Map for Flood Disaster Caused by Localized Torrentioal Rain	Academic Journal	Co-author	Proc. of Fuzzy System Symposium	TD4-2，pp.655-660
20	Academic presentation7	2011/9～2011,09,00,,,	Application of MAS to Study on Efficient Dsiaster Prevention Team	Academic Journal	Co-author	Proc. of Fuzzy System Symposium	TD4-4，pp.665-670
21	Academic presentation7	2011/9～2011,09,00,,,	A Study of Hazardous Area due to Debris Flow Using Multi-agent System	Academic Journal	Co-author	Proc. of Fuzzy System Symposium	TH4-1，pp.894-899
22	International academic conference8	2011/7～2011,07,00,,,	A New Approach for Robustness Assessment of Fixed Offshore Structures under Imprecise Marine Corrosion	Academic Journal	Co-author	Proceedings of the 8th International Conference of Structural Dynamics (EURODYN2012)	pp.2919-2926
23	International academic conference8	2011/4～2011,04,00,,,	Multi-Agent Simulation Considering the Influence of Leader During Flood Disaster	Academic Journal	Co-author	Valunerability, Uncertainty and Risk (ICVRAM2012)	pp.96-103
24	Papers1	2011/3～2011,03,00,,,	Safety Education as Prevention Measures of Human Errors	Academic Journal	Co-author	JSCE Magazine, Civil Engineering	pp.54-57
25	Papers1	2010/12～2010,12,00,,,	A Study of Danger Area Using Debris Flow Simulation	Academic Journal	Co-author	Proc. of Symposium on Reliability	pp.153-157
26	Papers1	2010/12～2010,12,00,,,	Multi-Agent Simulation Considering the Influence of Leader During Flood Disaster	Academic Journal	Co-author	Proc. of Symposium on Reliability	pp.158-161
27	Papers1	2010/11～2010,11,00,,,	A Study of boulder Flow Flood Simulation Using Multi-Agent System	Academic Journal	Co-author	Journal of Safety Problems	Vol.5，pp.61-66
28	Papers1	2010/11～2010,11,00,,,	Comparison of Effects of Safety Education to College Students at Plural Construction Sites	Academic Journal	Co-author	Journal of Safety Problems	Vol.5，pp.169-174
29	Academic presentation7	2010/9～2010,09,00,,,	Application of Simulation System to Arrangement Problem of Leader Dua\ring Flood Disaster	Academic Journal	Co-author	Proc. of Fuzzy System Symposium	TD3-5，pp.722-727
30	Academic presentation7	2010/9～2010,09,00,,,	Integrity Assessment of Concrete Structures Using TAM Network	Academic Journal	Co-author	Proc. of Fuzzy System Symposium	TF2-1，pp.816-821
31	Papers1	2010/7～2010,07,00,,,	Hazard Prediction Activities in Safety Education on Construction Site	Academic Journal	Co-author	Proc. of Symposium on Safety Engineering	OS-E，pp.140-143
32	Papers1	2010/2～2010,02,00,,,	Hazard Prediction Activities for Safety Education	Academic Journal	Co-author	Journal of Japan Society of Civil Engineers	Vol.66，No.1，pp.55-69
33	Academic presentation7	2010/1～2010,01,00,,,	Integrity Assessment of Concrete Structures Using TAM Network	Academic Journal	Co-author	Proc. of Symposium on Research and Development of Innovative Science and Technology	pp.369-374
34	Papers1	2009/12～2009,12,00,,,	Integrity Assessment of Concrete Structures Using TAM Network	Academic Journal	Co-author	Proc. of Symposium on Reliability	pp.99-102
35	Papers1	2009/12～2009,12,00,,,	Flood Evacuation Simulation Considering the Influence of Leader During Evacuation	Academic Journal	Co-author	Proc. of Symposium on Reliability	pp.131-135
36	Papers1	2009/11～2009,11,00,,,	Recognition of Filling Conditions Inside the Steel-Concrete Composite Slabs Using Support Vector Machine	Academic Journal	Co-author	Journal of Safety Problems	Vol.4，pp.53-58
37	International academic conference8	2009/9～2009,09,00,,,	Difference between the stated purpose and actual practice of safety education at construction sites	Academic Journal	Co-author	Safety, Reliability and Risk of Structures, Infrastructures and Engineering Systems	pp.180-186
38	Papers1	2009/7～2009,07,00,,,	Recognition of Filling Conditions Inside the Steel-Concrete Composite Slabs Using Attractor Evaluation of Impact Acoustics	Academic Journal	Co-author	Proc. of Symposium on Safety Engineering	OS-E-1，pp.154-155
39	Papers1	2009/7～2009,07,00,,,	Integrity Assessment of Concrete Structures Using TAM Network	Academic Journal	Co-author	Proc. of Symposium on Safety Engineering	OS-E-2，pp.156-159
40	Papers1	2009/2～2009,02,00,,,	Structural Damage Detection Based on Response Evaluation Using Chaotic Excitation and Cross Prediction Error	Academic Journal	Co-author	Journal of Japan Society of Civil Engineers	Vol.65，No.1，pp.30-41
41	Academic presentation7	2009/1～2009,01,00,,,	Research on Placing Guide to a Evacuation Place Using Evacuation Multi-Agent Simulation	Academic Journal	Co-author	Proc. of Symposium on Research and Development of Innovative Science and Technology	pp.277-281
42	Papers1	2008/12～2008,12,00,,,	Recognition of Filling Conditions Inside the Steel-Concrete Composite Slabs Using Impact Acoustics	Academic Journal	Co-author	Proc. of Symposium on Reliability	pp.19-24
43	Papers1	2008/11～2008,11,00,,,	Difference Between the Stated Purpose and Actual Practice of Safety Education at Construction Sites	Academic Journal	Co-author	Journal of Safety Problems	Vol.3，pp.167-172
44	Papers1	2008/10～2008,10,00,,,	Damage Detection Using Support Vector Machine for Integrity Assessment of Concrete Structures	Academic Journal	Co-author	Journal of Japan Society of Civil Engineers	Vol.64，No.4，pp.739-749
45	Academic presentation7	2008/9～2008,09,00,,,	Recognition of Filling Conditions Inside the Steel-Concrete Composite Slabs Using Support Vector Machine	Academic Journal	Co-author	Proc. of Fuzzy System Symposium	FE1-1，pp.912-915
46	Academic presentation7	2008/9～2008,09,00,,,	Recognition of Convenience Stores Using Logo-Templates and Signboard Extraction	Academic Journal	Co-author	Proc. of Fuzzy System Symposium	FE1-2，pp.916-921
47	Academic presentation7	2008/9～2008,09,00,,,	Extraction of Roads from Satellite Images Using Crossing Model	Academic Journal	Co-author	Proc. of Fuzzy System Symposium	FE1-3，pp.922-927
48	Papers1	2008/7～2008,07,00,,,	Recognition of Filling Conditions Inside the Steel-Concrete Composite Slabs Using Support Vector Machine	Academic Journal	Co-author	Proc. of Symposium on Safety Engineering	OS-E-4，pp.153-156
49	Papers1	2008/7～2008,07,00,,,	Extraction Method of Experience Rule from Questionnaire on Safety Education in Construction Sites	Academic Journal	Co-author	Proc. of Symposium on Safety Engineering	GS-4-2，pp.167-170
50	Academic presentation7	2008/1～2008,01,00,,,	Application of Rough Sets to Extraction of Trend Rules from Accident Cases	Academic Journal	Co-author	Proc. of Symposium on Research and Development of Innovative Science and Technology	pp.357-362
51	Papers1	2008/1～2008,01,00,,,	Recognition of Filling Conditions Inside the Steel-Concrete Composite Slabs Using Attractor Analysis of Impact Acoustics	Academic Journal	Co-author	Journal of Japan Society of Civil Engineers	Vol.64，No.1，pp.107-120
52	Papers1	2007/12～2007,12,00,,,	Extraction of Minimum Decision Algorithm Using Rough Sets and Genetic Algorithms	Academic Journal	Co-author	Journal of Machine Learning and Applications	pp.44-49
53	Papers1	2007/11～2007,11,00,,,	Analysis According to Year of Experience on Actual Condition of Safety Education in Construction Sites	Academic Journal	Co-author	Journal of Safety Problems	Vol.2，pp.167-172
54	International academic conference8	2007/9～2007,09,00,,,	Recognition of Cracks in Concrete Structures by Applying Evolutional Image Processing	Academic Journal	Co-author	Proc. of International Conference on Civil, Structural and Environmental Engineering Computing	Paper 182，pp.1-14
55	International academic conference8	2007/9～2007,09,00,,,	Application of the Chaos Theory to Rock Analysis by Hammer Tests	Academic Journal	Co-author	Proc. of International Conference on Civil, Structural and Environmental Engineering Computing	Paper 231，pp.1-12
56	Academic presentation7	2007/8～2007,08,00,,,	Extraction of Cracks on Concrete Structures Using Normal Costs	Academic Journal	Co-author	Proc. of Fuzzy System Symposium	pp.14-17
57	International academic conference8	2007/8～2007,08,00,,,	Recognition of Cracks on Concrete Structures Using Two-Dimensional Gabor Function	Academic Journal	Co-author	Application of Statistics and Probability in Civil Engineering	pp.1-8
58	Papers1	2007/7～2007,07,00,,,	Analysis According to Year of Experience on Actual Condition of Safety Education in Construction Sites	Academic Journal	Co-author	Proc. of Symposium on Safety Engineering	pp.403-406
59	Papers1	2007/5～2007,05,00,,,	An Integrated Fuzzy Control System for Structural Vibration	Academic Journal	Co-author	Journal of Computer-aided Civil and Infrastructure Engineering	Vo.22，Issue 4，pp.306-316
60	Papers1	2007/4～2007,04,00,,,	Extraction of Minimal Decision Algorithm Using Rough Sets and Genetic Algorithm	Academic Journal	Co-author	Journal of Systems and Computers in Japan	Vol.38，No.4，pp.39-51
61	Papers1	2007/4～2007,04,00,,,	Adaptive vibration control with predicting and learning abilities based on soft computing	Academic Journal	Co-author	Journal of Structural and Infrastructure Engineering, Maintenance, Management, Life-cycle, design and Performance	Volume 4，Issue 1，pp.19-31
62	International academic conference8	2007/3～2007,03,00,,,	Development of Graph Markup Language and Drawing System for WBT Materials	Academic Journal	Co-author	Proc. of SITE 2007 Conference	pp.2163-2167
63	Academic presentation7	2007/3～2007,03,00,,,	Application of Chaos Theory to Analysis of Rock Bed	Academic Journal	Co-author	Proc. of 2007 JMMIJ Spring Annual Meeting	Paper 3315，pp.1-2
64	Research report21	2007/3～2007,03,00,,,	Study on Regional Security in Takatsuki City	Other	Co-author	Takatsuki City, Kansai University
65	Papers1	2007/2～2007,02,00,,,	Application of Automatic Material Generating e-Learning to Disaster Prevention Education	Academic Journal	Co-author	Proc. of Symposium on Application of Soft Computing to Civil and Structural Engineers	pp.27-34
66	Papers1	2007/2～2007,02,00,,,	Study on Evaluation of Characteristics for Integrity Assessment of Concrete Slabs	Academic Journal	Co-author	Proc. of Symposium on Application of Soft Computing to Civil and Structural Engineers	pp.69-78
67	Papers1	2007/2～2007,02,00,,,	Integrity Assessment by Impact Acoustics of Concrete Structures Using Chaos Theory	Academic Journal	Co-author	Proc. of Symposium on Application of Soft Computing to Civil and Structural Engineers	pp.79-84
68	Academic presentation7	2007/1～2007,01,00,,,	Extraction of Cracks on Concrete Structures Using Evolutional Image Processing	Academic Journal	Co-author	Proc. of Symposium on Research and Development of Innovative Science and Technology	pp.375-380
69	Academic presentation7	2006/11～2006,11,00,,,	Views and Results of Web-Based Coordinated Education Activation System (CEAS) in Kansai University	Academic Journal	Co-author	Proc. of Information and Systems in Education Annual Meeting	pp.75-78
70	International academic conference8	2006/11～2006,11,00,,,	Web-Based Coordinated Education Activation System (CEAS) and Education Quality Improvement		Co-author	Proc. of Chitose International Forum on Photonics Science and Media Technology	pp.171-174
71	Academic presentation7	2006/9～2006,09,00,,,	Extraction of Cracks on Concrete Structures Using Gabor Filter	Academic Journal	Co-author	Proc. of Fuzzy System Symposium	pp.185-188
72	Academic presentation7	2006/9～2006,09,00,,,	Extraction of Cracks on Concrete Structures Using Evolutional Image Processing	Academic Journal	Co-author	Proc. of Fuzzy System Symposium	pp.237-242
73	Papers1	2006/7～2006,07,00,,,	Analysis Results of Questionnaire on Safety Education -Law Regulation and Safety-	Academic Journal	Co-author	Proc. of Symposium on Safety Engineering	pp.193-196
74	International academic conference8	2006/7～2006,07,00,,,	Impact acoustics of concrete structures by applying discrete wavelet transform		Co-author	Proc. of International Conference of Bridge Maintenance, Safety and Management	Paper 212，pp.1-7
75	Research report21	2006/6～2006,06,00,,,	Action and Present Condition of Web-Based Coordinated Education Activation System (CEAS) in Kansai University	Other	Co-author	Introduction of Present Good Practice on Internet	pp.39-42
76	Papers1	2006/2～2006,02,00,,,	Integrity Assessment Method by Impact Acoustics of Concrete Structures Using Chaos Theory			Proc. of Symposium on Application of Soft Computing to Civil and Structural Engineers	pp.23-34
77	Papers1	2006/2～2006,02,00,,,	Extraction of Cracks on Concrete Structures Using Gabor Function		Co-author	Proc. of Symposium on Application of Soft Computing to Civil and Structural Engineers	pp.57-64
78	Commentary9	2005/12～2005,12,00,,,	State of the Arts : Committee on Safety Problems	Academic Journal	Co-author	JSCE Magazine, Civil Engineering	pp.72-73
79	Academic presentation7	2005/11～2005,11,00,,,	Problem and Present Condition of Web-Based Coordinated Education Activation System (CEAS) in Kansai University	Academic Journal	Co-author	Proc. of Information and Systems in Education Annual Meeting	pp.40-43
80	Academic presentation7	2005/9～2005,09,00,,,	Classification of Crack images on Concrete Structures Using Non-Linear SVM	Academic Journal	Co-author	Proc. of Fuzzy System Symposium	pp.11-14
81	Academic presentation7	2005/8～2005,08,00,,,	Evaluation of Mathematics Teaching Material for Web Based Training Using Access Log	Academic Journal	Co-author	Proc. of JSISE Annual Meeting	pp.423-424
82	Academic presentation7	2005/8～2005,08,00,,,	Evaluation of Leaning Efficiency Using Access Log of WBT Materials	Academic Journal	Co-author	Proc. of JSISE Annual Meeting	pp.421-422
83	Academic presentation7	2005/8～2005,08,00,,,	Development of Graph Markup Language and Drawing System for WBT Materials	Academic Journal	Co-author	Proc. of JSISE Annual Meeting	pp.425-426
84	Papers1	2005/7～2005,07,00,,,	Actual Condition of Safety Education in Construction Sites	Academic Journal	Co-author	Proc. of Symposium on Safety Engineering	pp.79-82
85	Papers1	2005/7～2005,07,00,,,	Correlation from Research on Actual Condition of Safety Education in Construction Sites	Academic Journal	Co-author	Proc. of Symposium on Safety Engineering	pp.83-86
86	International academic conference8	2005/7～2005,07,00,,,	Evaluation of the WBT Teaching Materials for Mathematics	Academic Journal	Co-author	Proc. of International Conference on Education and Information Systems	pp.432-437
87	Research report21	2005/7～2005,07,00,,,	Application of Intelligent Information Processing to Bridge Investigation	Other	Co-author	Report of Collaborative Research Group of JSCE Kansai Regional Branch
88	Research report21	2005/3～2005,03,00,,,	Development of WBT Materials for Analysis	Other	Co-author	Report of Kansai University Special Research
89	Papers1	2004/11～2004,11,00,,,	Extraction Method of Minimal Decision Algorithms Using Rough Sets and Genetic Algorithms	Academic Journal	Co-author	Journal of the Institute of Electronics, Information and Communication Engineers	Vol.J87-D-I，No.11，pp.1001-1011
90	International academic conference8	2004/10～2004,10,00,,,	A Study of Cracks Classification in Concrete Slabs by Using Pattern Recognition Methods	Academic Journal	Co-author	Proc. of International Conference on Bridge Maintenance, Safety and Management	pp.683-689
91	International academic conference8	2004/10～2004,10,00,,,	Classification of Cracks in Concrete Slabs Using Pattern Recognition Methods	Academic Journal	Co-author	Proc. of International Conference on Bridge Maintenance, Safety and Management	pp.823-830
92	International academic conference8	2004/9～2004,09,00,,,	Application of Genetic Algorithms to Mining Simulations for Grade Adjustment in Open-Pit Mine	Academic Journal	Co-author	Proc. of International Conference of Engineering Computational Technology	Paper 103，pp.1-11
93	International academic conference8	2004/9～2004,09,00,,,	Repair Rule Generation for Bridge Maintenance Using a Classifier System	Academic Journal	Co-author	Proc. of International Conference of Engineering Computational Technology	Paper 107，pp.1-8
94	Academic presentation7	2004/9～2004,09,00,,,	Study on Classification of Cracks on Concrete Structures Using Support Vector Machine	Academic Journal	Co-author	Proc. of JSCE Annual Meeting	CS10-002，pp.329-330
95	Academic presentation7	2004/9～2004,09,00,,,	Development of Markup Language for Mathematics Teaching Materials for Web Based Training	Academic Journal	Co-author	Proc. of JSET Annual Meeting	pp.941-942
96	Academic presentation7	2004/6～2004,06,00,,,	Application of Rough Sets to Prediction of Radar Rainfall Strength	Academic Journal	Co-author	Proc. of Fuzzy System Symposium	pp.423-426
97	Academic presentation7	2004/1～2004,01,00,,,	Optimum Mining Simulations for Grade Adjustment in Open-Pit Mine	Academic Journal	Co-author	Proc. of Symposium on Research and Development of Innovative Science and Technology	pp.183-188
98	Academic presentation7	2004/1～2004,01,00,,,	Application of Rough Sets to Prediction of Radar Rainfall Strength	Academic Journal	Co-author	Proc. of Symposium on Research and Development of Innovative Science and Technology	pp.189-192
99	Papers1	2003/12～2003,12,00,,,	Extraction of Detemination Rules from Accident Cases in Construction of Prestressed Concrete Bridges	Academic Journal	Co-author	Proc. of Rough Sets Research Division Annual Meeting	pp.31-34
100	International academic conference8	2003/9～2003,09,00,,,	Rough Sets Based Extraction Method of Characteristics from Bridge Images	Academic Journal	Co-author	Proc. of International Conference on the Application of Artificial Intelligence to Civil and Structural Engineering	pp.1-10
101	International academic conference8	2003/9～2003,09,00,,,	Classification of Cracks in Concrete Slabs Using Pattern Recognition methods	Academic Journal	Co-author	Proc. of International Conference on the Application of Artificial Intelligence to Civil and Structural Engineering	pp.1-10
102	International academic conference8	2003/9～2003,09,00,,,	Rough Sets Based Extraction Method of Characteristics from Bridge Images	Academic Journal	Co-author	Proc. of the First Workshop on Rough Sets and Kansei Engineering in Japan	Volume 7，No.1/2，pp.51-54
103	Academic presentation7	2003/9～2003,09,00,,,	Study on Extraction and Classification of Cracks on Concrete Slabs Using Pettern Recognition Methods	Academic Journal	Co-author	Proc. of Fuzzy System Symposium	pp.233-236
104	Academic presentation7	2003/9～2003,09,00,,,	Extraction and Evaluation of Trend Rules from Accident Cases in Construction of Concrete Bridges	Academic Journal	Co-author	Proc. of Fuzzy System Symposium	pp.511-514
105	Academic presentation7	2003/9～2003,09,00,,,	Extraction and Evaluation of Determination Rules from Damage Survey of Building Foundation Using Rough Sets	Academic Journal	Co-author	Proc. of JSCE Annual Meeting	VI-412，pp.823-824
106	Academic presentation7	2003/9～2003,09,00,,,	Study on Extraction and Classification of Cracks on Concrete Slabs Using Pettern Recognition Methods	Academic Journal	Co-author	Proc. of JSCE Annual Meeting	CS5-009，pp.137-138
107	Papers1	2003/7～2003,07,00,,,	Extraction of Detemination Rules from Accident Cases in Construction of Prestressed Concrete Bridges	Academic Journal	Co-author	Proc. of Japan Conference on Structural Safety and Reliability	pp.347-350
108	Papers1	2003/7～2003,07,00,,,	Trend Mining and Analysis from Accident Cases in Construction of Prestressed Concrete Bridges	Academic Journal	Co-author	Proc. of Symposium on Safety Engineering	pp.340-343
109	Papers1	2003/3～2003,03,00,,,	Development of Knowledge Based Selection System of Erection Method and Safety Management for Construction Works of Steel Bridges	Academic Journal	Co-author	Journal of Japan Society of Civil Engineers	No.728，VI-58，pp.121-140
110	International academic conference8	2002/10～2002,10,00,,,	Web-Based Safety Management System in Construction of Presterssed Concrete Bridges	Academic Journal	Co-author	Proc. of the first fib congress 2002	pp.103-110
111	International academic conference8	2002/10～2002,10,00,,,	Predictive Fuzzy Control of Structural Vibration	Academic Journal	Co-author	Proc. of Workshop on Smart Structural Systems	pp.397-408
112	International academic conference8	2002/9～2002,09,00,,,	Application of Self-Organizing Maps to Classification of Bridge Images	Academic Journal	Co-author	Proc. of International Conference of Engineering Computational Technology	pp.1-12
113	Academic presentation7	2002/9～2002,09,00,,,	Application of Self-Organizing Maps to Estimation of Accident Causes in Construction of Prestressed Concrete Bridges	Academic Journal	Co-author	Proc. of JSCE Annual Meeting	VI-435，pp.869-870
114	Academic presentation7	2002/9～2002,09,00,,,	Application of Cell Automata to Simulation System of Debris Flows	Academic Journal	Co-author	Proc. of JSCE Annual Meeting	VI-439，pp.877-878
115	Academic presentation7	2002/9～2002,09,00,,,	Extraction of Detemination Algorithms Based on Supports and Condition Numbers from Diagnosis Cases of Slope Failure Danger Level	Academic Journal	Co-author	Proc. of JSCE Annual Meeting	VI-440，pp.879-880
116	Academic presentation7	2002/8～2002,08,00,,,	Application of Cell Automata to Simulation System of Debris Flows	Academic Journal	Co-author	Proc. of Fuzzy System Symposium	pp.103-104
117	International academic conference8	2002/3～2002,03,00,,,	Web-Based Safety Management System in Construction of Prestressed Concrete Bridges	Academic Journal	Co-author	Reliability and Optimization of Structural Sysytems	pp.141-149
118	Papers1	2001/12～2001,12,00,,,	Knowledge Acquisition Method Considering Fuzziness	Academic Journal	Co-author	Proc. of Symposium on System Optimization	pp.173-178
119	Papers1	2001/12～2001,12,00,,,	SOM Based Classification of Bridge Images Using Characteristics from Spatial Distribution	Academic Journal	Co-author	Proc. of Symposium on System Optimization	pp.65-70
120	Academic presentation7	2001/10～2001,10,00,,,	Safety Management System for construction of Prestressed Concrete Bridges -Application of Rough Sets to User Interface-	Academic Journal	Co-author	Proc. of JSCE Annual Meeting	VI-110，pp.220-221
121	Academic presentation7	2001/10～2001,10,00,,,	Study on Classification of Bridge Images Using Self-Organizing Map	Academic Journal	Co-author	Proc. of JSCE Annual Meeting	CS4-009，pp.216-217
122	Academic presentation7	2001/9～2001,09,00,,,	Extraction of Land-Slide Topography from Digital Elevation Model Using Support Vector Machine	Academic Journal	Co-author	Proc. of Fuzzy System Symposium	pp.75-76
123	Research report21	2001/9～2001,09,00,,,	Study on Visualization and Information Sharing of Construction Planning of Bridges	Other	Co-author	Report of Collaborative Research Group of JSCE Kansai Regional Branch
124	International academic conference8	2001/7～2001,07,00,,,	Application of Genetic Algorithms and Rough Sets to Data Mining for Integrity Assessment of Bridge Structures	Academic Journal	Co-author	Proc. of Genetic and Evolutionar Computing Conference (GECCO-2001)	pp.91-96
125	Book2	2001/5～2001,05,00,,,	Search for Trend of Electronic Country	Academic Journal	Co-author	SANKAIDO Publishing	pp.120-131
126	International academic conference8	2001/4～2001,04,00,,,	Decision Support System for Bridge Aesthetic Design Using Immune System	Academic Journal	Co-author	Current and Furure Trends in Bridge Design,Construction and Maintenance	pp.328-337
127	International academic conference8	2001/1～2001,01,00,,,	XML Based Database System for Accident Cases in Construction of Prestressed Concrete Bridge	Academic Journal	Co-author	Proc. of ISEC-01	pp.393-398
128	International academic conference8	2000/9～2000,09,00,,,	Knowledge Acquisition from Cases for Integrity Assessment of Bridges Structure	Academic Journal	Co-author	Proc. of the 9th IFIP WG7.5 Working Conference	pp.101-108
129	Academic presentation7	2000/9～2000,09,00,,,	Prediction of Disasters Using GMDH and Its Parameter Estimation	Academic Journal	Co-author	Proc. of IEEJ Electronics, Information and Systems Technical Society Annual Meeting	pp.377-380
130	Academic presentation7	2000/9～2000,09,00,,,	Prediction of Rainfall Strength by Video Images and Sounds Using Chaos Theory	Academic Journal	Co-author	Proc. of IEEJ Electronics, Information and Systems Technical Society Annual Meeting	pp.385-386
131	Academic presentation7	2000/9～2000,09,00,,,	Application of Genetic Algorithms Adapted Real Number to Prediction Problem of Final Ground Sinking	Academic Journal	Co-author	Proc. of JSCE Annual Meeting	CS-210，pp.420-421
132	Academic presentation7	2000/9～2000,09,00,,,	Knowledge Acquisition Method fromn Diagnosis Cases of Slope Failure Danger Level Using Genetic Algorithms and Rough Sets	Academic Journal	Co-author	Proc. of JSCE Annual Meeting	CS-211，pp.422-423
133	Academic presentation7	2000/9～2000,09,00,,,	Study on Prediction System of Wind Speed -Comparison of Chaos Theory and GMDH-	Academic Journal	Co-author	Proc. of JSCE Annual Meeting	CS-213，pp.426-427
134	Academic presentation7	2000/9～2000,09,00,,,	Application of Determinate Non-Linear Prediction Method by Difference Vector to Real Time Series Data	Academic Journal	Co-author	Proc. of JSCE Annual Meeting	CS-214，pp.428-429
135	Academic presentation7	2000/9～2000,09,00,,,	Prediction of Radar Rainfall Strength Using Fractal Dimension	Academic Journal	Co-author	Proc. of JSCE Annual Meeting	CS-215，pp.430-431
136	Academic presentation7	2000/9～2000,09,00,,,	XML Based Information Sharing System of Accident Cases in Construction of Prestressed Concrete Bridges	Academic Journal	Co-author	Proc. of JSCE Annual Meeting	CS-222，pp.444-445
137	International academic conference8	2000/8～2000,08,00,,,	Web-Based Database System for Accident Cases in Construction of Prestressed Concrete Bridge	Academic Journal	Co-author	Engineering Design and Automation Journal (EDA 2000)	pp.851-858
138	International academic conference8	2000/8～2000,08,00,,,	An Estimation Meghod for Landslide Risk by GMDH Network	Academic Journal	Co-author	Artificial Intelligence and Mathematical Methods in Pavement and Geomechanical, Systems	pp.179-185
139	International academic conference8	2000/8～2000,08,00,,,	A Study of Technology for Diagnosing Bridge Soundness and Acquiring Rough Set Based Rule Type Knowledge by Using Portable Computer	Academic Journal	Co-author	Artificial Intelligence and Mathematical Methods in Pavement and Geomechanical, Systems	pp.187-194
140	Book2	2000/7～2000,07,00,,,	Programming Language	Other	Co-author	Ohmsha	pp.17-30，pp.42-56
141	Papers1	2000/7～2000,07,00,,,	Database and Information Sharing of Accident Cases in Construction of Prestressed Concrete Bridge	Academic Journal	Co-author	Proc. of Symposium on Safety Engineering	pp.259-262
142	Papers1	2000/3～2000,03,00,,,	Study on Prediction of Rainfall Strength Using Fractal Theory	Academic Journal	Co-author	Proc. of Symposium on Application of Fuzzy to Civil and Structural Engineers	pp.1-10
143	Papers1	2000/3～2000,03,00,,,	Study on Optimal Arrangement of Emergency Exit from Underground Shopping Center Using Genetic Algorithms and Simulation	Academic Journal	Co-author	Proc. of Symposium on Application of Fuzzy to Civil and Structural Engineers	pp.29-37
144	Papers1	1999/12～1999,12,00,,,	Application of Chaos Theory and GMDH to Wind Speed Prediction	Academic Journal	Co-author	Proc. of Symposium on System Optimization	pp.65-70
145	Papers1	1999/12～1999,12,00,,,	genetic Algoritms Based Knowledge Acquisition Method from Diagnosis Data of SlopeFailure Danger Level	Academic Journal	Co-author	Proc. of Symposium on System Optimization	pp.79-84
146	Research report21	1999/11～1999,11,00,,,	Study on Next Generation Techniques for Standardization and Exchange Methods of Construction CAD Data	Other	Co-author	Kansai University Special Research Fund
147	International academic conference8	1999/10～1999,10,00,,,	Application of Rough Set Theory to Inference of Damage Causes of Bridges	Academic Journal	Co-author	Proc. of Korea-Japan Joint-Seminar on Steel Brides (JSSB-KJ5)	pp.1-9
148	International academic conference8	1999/9～1999,09,00,,,	Development of Visualized Safety Management System for Construction Works of Prestressed Concrete Bridges	Academic Journal	Co-author	Proc. of Al Civil-Comp '99	pp.37-44
149	Academic presentation7	1999/9～1999,09,00,,,	Application of Genetic Algorithms to Sinking Prediction of Artificial Ground	Academic Journal	Co-author	Proc. of Potluck Symposium 1999	pp.91-94
150	Academic presentation7	1999/9～1999,09,00,,,	Safety Management System for Erection of Prestressed Concrete Bridges Using WWW - Development of Database and its Analysis -	Academic Journal	Co-author	Proc. of JSCE Annual Meeting	CS-111，pp.222-223
151	Academic presentation7	1999/9～1999,09,00,,,	Study on Prediction of Flood Tide Using Chaos Theory	Academic Journal	Co-author	Proc. of JSCE Annual Meeting	CS-113，pp.226-227
152	International academic conference8	1999/8～1999,08,00,,,	Application of Genetic Algorithms to Rough Set Based Knowledge Discovery Method	Academic Journal	Co-author	Journal of Engineering Valuation and Cost Analysis	pp.238-245
153	Research report21	1999/7～1999,07,00,,,	Study on Hybrid System of Safety Management and Work Planning of Bridge Construction	Other	Co-author	Textbook of Survey and Research Committee of JSCE Kansai Regional Branch
154	Academic presentation7	1999/6～1999,06,00,,,	Application of Artificial Life and Genetic Argorithms to Location Plan in Theme Parks	Academic Journal	Co-author	Proc. of Fuzzy System Symposium	pp.715-718
155	Academic presentation7	1999/6～1999,06,00,,,	Application of Genetic Argorithms to Repair Planning to Airport Apron	Academic Journal	Co-author	Proc. of Fuzzy System Symposium	pp.723-724
156	Academic presentation7	1999/6～1999,06,00,,,	Application of Fractal Theory to Prediction of Slope Failures	Academic Journal	Co-author	Proc. of Fuzzy System Symposium	pp.725-726
157	Academic presentation7	1999/6～1999,06,00,,,	Application of Genetic Algorithms to Rough Sets Based Knowledge Acquisition Method	Academic Journal	Co-author	Proc. of Fuzzy System Symposium	pp.731-734
158	Papers1	1999/3～1999,03,00,,,	Rough Set Based Knowledge Acquisition and Community Method from Integrity Assessment Cases of Bridges	Academic Journal	Co-author	Journal of Structural Engineering	Vol.45A，pp.533-541
159	Papers1	1999/3～1999,03,00,,,	Application of Genetic Algorithms to Rough Sets Based Knowledge Acquisition Method	Academic Journal	Co-author	Proc. of Symposium on Application of Fuzzy to Civil and Structural Engineers	pp.1-11
160	Papers1	1999/3～1999,03,00,,,	Study on Analysis Methods of Rainfall Images Using Fractal Theory	Academic Journal	Co-author	Proc. of Symposium on Application of Fuzzy to Civil and Structural Engineers	pp.77-87
161	Research report21	1999/3～1999,03,00,,,	Study on Hybrid System of Safety Management and Work Planning of Bridge Construction	Other	Co-author	Report of Survey and Research Committee of JSCE Kansai Regional Branch
162	International academic conference8	1999/2～1999,02,00,,,	Application of Chaos Theory to Fuzzy Control of Structural Vibration	Academic Journal	Co-author	Proc. of Asian-Pacific Symposium on Structural Reliability and its Application	pp.174-183
163	International academic conference8	1998/11～1998,11,00,,,	Data Mining and Analysis for Landslide Risk Using Neural Networks	Academic Journal	Co-author	Artificial Intellgence and Mathematical Methods in Pavement and Geomechanical Systems	pp.93-97
164	International academic conference8	1998/11～1998,11,00,,,	Evaluation of Rule-Type Knowledge Extracted by Rough Set Theory from Diagnostic Cases of Slope-Failure Danger Levels	Academic Journal	Co-author	Artificial Intellgence and Mathematical Methods in Pavement and Geomechanical Systems	pp.99-107
165	Academic presentation7	1998/10～1998,10,00,,,	Application of Genetic Algorithms to Identification Problem of Structures	Academic Journal	Co-author	Proc. of JSCE Annual Meeting	CS-70，pp.138-139
166	Academic presentation7	1998/10～1998,10,00,,,	Application of Chaos Theory to Fuzzy Control of Structural Vibration	Academic Journal	Co-author	Proc. of JSCE Annual Meeting	CS-83，pp.164-165
167	Academic presentation7	1998/10～1998,10,00,,,	Study on Safety Management and Risk Evaluation in Erection of Steel Bridges	Academic Journal	Co-author	Proc. of JSCE Annual Meeting	CS-86，pp.170-171
168	Book2	1998/9～1998,09,00,,,	ABC of Frotran Programming	Other	Co-author	Ohmsha	pp.109-138
169	Book2	1998/9～1998,09,00,,,	Rough Sets in Knowledge Discovery2: Applications,Case Studies and Software	Academic Journal	Co-author	Physica Verlag, Springer Verlag	Chapter 10，pp.178-192
170	Research report21	1998/9～1998,09,00,,,	Study on Disaster Prevention Awareness and Disaster Estimation Using Artificial Life and Multimedia	Other	Co-author	Kansai University Special Research Fund
171	International academic conference8	1998/8～1998,08,00,,,	A Color Designing Method of Bridge by Using Rough Sets and Genetic Algorithm	Academic Journal	Co-author	Engineering Design and Automation Journal (EDA '98)	pp.1-10
172	Papers1	1998/6～1998,06,00,,,	Rough Set Based Knowledge Acquisition from Cases for Integrity Assessment of Bridge Structures	Academic Journal	Co-author	Journal of Computer-Aided Civil and Infrastructure Engineering	Vol.13，Issue 4，pp.265-273
173	International academic conference8	1998/6～1998,06,00,,,	Application of Rough Set Theory to Integrity Assessment of Reinforced Concrete Bridges	Academic Journal	Co-author	Proc. of International Conference on Artificial Intelligence for Engineering	pp.224-230
174	Academic presentation7	1998/6～1998,06,00,,,	Design Support System of Natural Park Using Artficial Life Technology	Academic Journal	Co-author	Proc. of Fuzzy System Symposium	pp.489-490
175	Academic presentation7	1998/6～1998,06,00,,,	Active Control of Structural Vibration Using Chaos Theory and Fuzzy Theory	Academic Journal	Co-author	Proc. of Fuzzy System Symposium	pp.491-492
176	International academic conference8	1998/5～1998,05,00,,,	Development of Knowledge-Based System for Risk Analysis in Construction Works of Prestressed Concrete Bridge	Academic Journal	Co-author	Proc. of FIP '98 Congress	pp.799-802
177	Papers1	1998/3～1998,03,00,,,	Rough Set Based Knowledge Acquisition Method from Integrity Assessment Data of Bridge	Academic Journal	Co-author	Journal of Structural Engineering	Vol.44A，pp.521-528
178	Papers1	1998/3～1998,03,00,,,	Application of Genetic Algorithms to Repair Plan of Airport Institution	Academic Journal	Co-author	Proc. of Symposium on Application of Fuzzy to Civil and Structural Engineers	pp.1-11
179	Papers1	1998/3～1998,03,00,,,	Application of Chaos Theory to Fuzzy Control of Structural Vibration	Academic Journal	Co-author	Proc. of Symposium on Application of Fuzzy to Civil and Structural Engineers	pp.61-71
180	Research report21	1998/3～1998,03,00,,,	Study on Guidance System for Underground Shopping Center in Osaka	Other	Co-author	Japan Information Processing Service Co., Ltd.
181	Research report21	1998/3～1998,03,00,,,	Study on Fuzzy Control of Structure Vibration Using Chaos Theory and Genetic Algorithms	Other	Co-author	Grant-in-Aid for Scientific Research (Basic Research B)
182	Papers1	1997/12～1997,12,00,,,	Rough Set Based Knowledge Acquisition Method from Diagnosis Data of Slope-failure Danger Level	Academic Journal	Co-author	Journal of Japan Society of Civil Engineers	No.582，III-41，pp.285-294
183	International academic conference8	1997/11～1997,11,00,,,	Application of Rough Sets Theory to Inference of Damage Causes on Reinforced Concrete Slabs	Academic Journal	Co-author	Proc. of ACI Fall Convention	pp.1-6
184	International academic conference8	1997/9～1997,09,00,,,	Rough-Set-Based Diagnosis Model of Slope-Failure Danger Level	Academic Journal	Co-author	Computers in the Practice of Building and Civil Enginnering	pp.402-406
185	International academic conference8	1997/9～1997,09,00,,,	The Estimation of Landslide Risk by Neural Networks	Academic Journal	Co-author	Computers in the Practice of Building and Civil Enginnering	pp.407-410
186	Book2	1997/9～1997,09,00,,,	Fortran Programming	Other	Co-author	Kansai Universtiy Press	pp.109-140
187	Academic presentation7	1997/9～1997,09,00,,,	Application of Chaos Theory to Short Term Prediction	Academic Journal	Co-author	Proc. of JSCE Annual Meeting	CS-118，pp.236-237
188	Academic presentation7	1997/9～1997,09,00,,,	Study on Safety Management System in Construction of Prestressed Concrete Bridges	Academic Journal	Co-author	Proc. of JSCE Annual Meeting	CS-119，pp.238-239
189	International academic conference8	1997/8～1997,08,00,,,	Rough Set Based Knowledge Acquisition Method from Cases for Integrity Assessment of Bridge Structures	Academic Journal	Co-author	Proc. of ICCCBE-Ⅵ	pp.1395-1400
190	International academic conference8	1997/7～1997,07,00,,,	The Decision Support System for Color of Car Body Using Genetic Algorithm and Rough Sets	Academic Journal	Co-author	Proc. of International Symposium on Optimization and Innovative Design	pp.1-6
191	Research report21	1997/7～1997,07,00,,,	Study on Modeling and System of Safety Management in Bridge Construction	Other	Co-author	Report of Collaborative Research Group of JSCE Kansai Regional Branch
192	International academic conference8	1997/6～1997,06,00,,,	Rough-Set Based Analysis Method of Observation Data for Diagnosing Slope-Failure Danger Level	Academic Journal	Co-author	Proc. of IFSA '97	pp.199-204
193	Academic presentation7	1997/6～1997,06,00,,,	Application of Rough Sets Theory to Diagnosis of Slope Failure Danger Levels	Academic Journal	Co-author	Proc. of Fuzzy System Symposium	pp.527-530
194	Papers1	1997/3～1997,03,00,,,	GA Based Acquisition Method of Minimal Decision Algorithm from Assessment Cases of Danger Level for Natural Slopes	Academic Journal	Co-author	Proc. of Symposium on Application of Fuzzy to Civil and Structural Engineers	pp.73-82
195	Papers1	1997/3～1997,03,00,,,	Short Term Prediction of Wind Speed Using Chaos Theory	Academic Journal	Co-author	Proc. of Symposium on Application of Fuzzy to Civil and Structural Engineers	pp.83-92
196	Research report21	1997/3～1997,03,00,,,	Development of Disaster Monitoring System Using Chaos Theory	Other	Co-author	CTI Engineering Co., Ltd.
197	International academic conference8	1996/11～1996,11,00,,,	A Color Determination Method of Bridge Beam by Using 'Rough Sets' and 'Fuzzy Theory'	Academic Journal	Co-author	Proc. of International Workshop Rough Sts, Fuzzy Sets and Machine Discovery (RSFD 96)	pp.276-283
198	International academic conference8	1996/10～1996,10,00,,,	Application of Knowledge Based Expert System in Steel Bridge Management	Academic Journal	Co-author	Structural Reliability in Bridge Engineering (NSF96)	pp.213-218
199	Papers1	1996/10～1996,10,00,,,	Accident Prediction System and Safety Management for Bridge Erection Using Personal Computer	Academic Journal	Co-author	Proc. of Symposium on Safety Engineering	pp.199-202
200	Papers1	1996/9～1996,09,00,,,	Color Determination Method of Car Body Using Genetic Algorithms and Rough Sets	Academic Journal	Co-author	Proc. of Symposium on Optimum Design	No.96-7，pp.13-18
201	Academic presentation7	1996/9～1996,09,00,,,	Diagnosis Process of Accident Prediction in Bridge Construction	Academic Journal	Co-author	Proc. of JSCE Annual Meeting	CA-139，pp.278-279
202	Academic presentation7	1996/9～1996,09,00,,,	A Basic Idea for ”Eco-Friendly” Design of Civil Structures	Academic Journal	Co-author	Proc. of JSCE Annual Meeting	CS-142，pp.284-285
203	International academic conference8	1996/8～1996,08,00,,,	A Basic Design for ”Eco-Friendly” Design of Civil Structures	Academic Journal	Co-author	Proc. of Third Canadian Conference on Computing in Civil and Building Engineering	pp.360-368
204	International academic conference8	1996/5～1996,05,00,,,	Knowledge-Based System for Diagnosis and Planning of Solid Waste Disposal Services	Academic Journal	Co-author	Proc. of CITAEC 96	pp.145-152
205	International academic conference8	1996/5～1996,05,00,,,	A Basic Architecture of ”Eco-Friendly” Design System for Civil Structwres	Academic Journal	Co-author	Proc. of CITAEC 96	pp.113-120
206	Papers1	1996/5～1996,05,00,,,	A Basic Architecture of Car Design Support System for Increasing Consumption Minds	Academic Journal	Co-author	Proc. of JSCES Annual Meeting	Vol.1，pp.31-34
207	Academic presentation7	1996/5～1996,05,00,,,	Study on Safety Management System in Bridge Construction	Academic Journal	Co-author	Proc. of JSCE Kansai Regional Branch Annual Meeting	G-4，pp.1-2
208	Book2	1996/4～1996,04,00,,,	C Programming	Other	Co-author	Kansai Universtiy Press	pp.83-132，pp.215-244
209	Papers1	1996/3～1996,03,00,,,	Rough Sets and Fuzzy Sets Based Color Determination Method of Bridges	Academic Journal	Co-author	Proc. of Symposium on Application of Fuzzy to Civil and Structural Engineers	pp.65-74
210	Research report21	1996/3～1996,03,00,,,	Study on Vibration Control of Structures Using Fuzzy Active Control	Other	Co-author	Hitachi Zosen Corporation
211	99	1996/1～1996,01,00,,,	Study on Analysis Methods of Observation Data for Diagnosing Slope-Failure Danger Level	Other	Single-Author	Doctoral Thesis (Hiroshima University)	pp.1-244
212	Papers1	1995/12～1995,12,00,,,	A Basic Idea for ”Eco-Friendly” Design Support System of Civil Structures	Academic Journal	Co-author	Proc. of Symposium on System Optimization	pp.109-114
213	Papers1	1995/10～1995,10,00,,,	Knowledge Acquisition Technique from the Observation Data with Rough Set Theory	In-house publication	Single-Author	Journal of Informatics	Vol.2，pp.43-63
214	Papers1	1995/10～1995,10,00,,,	A Basic Idea for ”Eco-Friendly” Design of Civil Structures	Academic Journal	Co-author	Proc. of Symposium on Civil Engineering Computational Technology	pp.99-102
215	Academic presentation7	1995/9～1995,09,00,,,	Rough Set Based Knowledge Acquisition Method from Diagnosis Data of Slope-failure Danger Level	Academic Journal	Co-author	Proc. of JSCE Annual Meeting	CS-150，pp.300-301
216	International academic conference8	1995/8～1995,08,00,,,	Application of Genetic Algorithms and Expert System to Design and Planning of Solid Waste Disposal	Academic Journal	Co-author	Proc. of AI CIVIL-COMP 95	pp.205-212
217	Research report21	1995/3～1995,03,00,,,	Development of Long-Term Planning for Road Infrastructures	Other	Co-author	Chuo Fukken Consultants Co., Ltd.
218	Research report21	1995/3～1995,03,00,,,	Study on Modeling and System of Safety Management in Bridge Construction	Other	Co-author	Report of Collaborative Research Group of JSCE Kansai Regional Branch
219	Papers1	1994/9～1994,09,00,,,	Evaluation of Three Dimentional Topographic Data to General Road Design	Academic Journal	Co-author	Proc. of JCCA Annual Research Meeting	pp.45-52
220	Research report21	1994/7～1994,07,00,,,	Study on Knowledge Information Processing for Civil Structures: Final Report	Other	Co-author	Report of Collaborative Research Group of JSCE Kansai Regional Branch
221	Papers1	1993/12～1993,12,00,,,	Application of Three Dimensional Topographic Data to General Road Design	Academic Journal	Co-author	Proc. of Symposium on System Optimization	pp.53-58
222	Papers1	1993/12～1993,12,00,,,	Applicability of Expert System to the Field of Solid Waste Disposal	Academic Journal	Co-author	Proc. of Symposium on System Optimization	pp.27-32
223	Academic presentation7	1993/10～1993,10,00,,,	Knowledge for Expert System on Planning Garbage Collection and Transportation	Academic Journal	Co-author	Proc. of JSWM Annual Meeting	pp.157-159
224	Academic presentation7	1993/9～1993,09,00,,,	Classification of Assessment Data for Danger Level of Natural Slopes by Normalized S-P Score Table	Academic Journal	Co-author	Proc. of JSCE Annual Meeting	VI-171，pp.362-363
225	Academic presentation7	1993/9～1993,09,00,,,	Design Support System for Sediment-related Disaster Restoration Work Using Photographic Information	Academic Journal	Co-author	Proc. of JSCE Annual Meeting	VI-55，pp.130-131
226	Papers1	1993/9～1993,09,00,,,	Evaluation of Judgement Factors and Results in Assessing Danger Level of Natural Slopes by S-P Score Table	Academic Journal	Co-author	Journal of Japan Society of Civil Engineers	Vol.474，VI-20，pp.115-124
227	International academic conference8	1993/8～1993,08,00,,,	Knowledge Acquisition and Evaluation for Selection of Slope Protection Structures	Other	Co-author	Proc. of AI CIVIL-COMP 93	pp.161-169
228	Academic presentation7	1993/5～1993,05,00,,,	Design Support System for Sediment-related Disaster Restoration Work Using Photographic Information	Academic Journal	Co-author	Proc. of JGS Annual Meeting	C-7，pp.189-190
229	Research report21	1993/5～1993,05,00,,,	Study on Knowledge Information Processing for Civil Structures: Middle Report	Other	Co-author	Report of Collaborative Research Group of JSCE Kansai Regional Branch
230	Academic presentation7	1992/11～1992,11,00,,,	Study on Design Support System of Garbage Destruction by Fire Processing Institutions	Academic Journal	Co-author	Proc. of JSWM Annual Meeting	pp.231-234
231	Academic presentation7	1992/9～1992,09,00,,,	Expert System on Selecting Construction Methods of Sewer Pipe	Academic Journal	Co-author	Proc. of JSCE Annual Meeting	VI-228，pp.478-479
232	Academic presentation7	1992/9～1992,09,00,,,	Evaluation of Diagnosis Results on Danger Level of Natural Slopes Using S-P Score Table	Academic Journal	Co-author	Proc. of JSCE Annual Meeting	III-408，pp.856-857
233	Research report21	1992/7～1992,07,00,,,	Possibility and Applicability of Expert System to Civil Engineering	Other	Co-author	Report of Collaborative Research Group of JSCE Kansai Regional Branch
234	Papers1	1992/6～1992,06,00,,,	Evaluation of Safety for Slope Disaster Using S-P Score Table	Academic Journal	Co-author	Proc. of Symposium on Safety Engineering	pp.105-108
235	Papers1	1992/3～1992,03,00,,,	Expert System for Selecting Construction Methods of Sewer Pipe	Academic Journal	Co-author	Proc. of AWSCJ Annual Technical Meeting	pp.94-99
236	Papers1	1991/11～1991,11,00,,,	Application of S-P Score-Table to Data Base on Assessing Danger Level of Natural Slope for Highway Construction	Academic Journal	Co-author	Journal of Symposium on Database of Geotechnical Information	pp.199-206
237	Papers1	1991/10～1991,10,00,,,	Application of S-P Score-Table to Assessing Danger Level of Natural Slope	Academic Journal	Co-author	Journal of Symposium on Civil Engineering Computational Technology	pp.255-262
238	Papers1	1991/10～1991,10,00,,,	Application of S-P Score Table to Diagnosis of Danger Level for Natural Slopes	Academic Journal	Co-author	Proc. of JSAI Knowledge Based System Research Division Annual Meeting	pp.87-96
239	Academic presentation7	1991/9～1991,09,00,,,	Expert System on Selecting Construction Methods of Sewer Pipe	Academic Journal	Co-author	Proc. of JSCE Annual Meeting	VI-171，pp.368-369
240	Academic presentation7	1991/9～1991,09,00,,,	Diagnosis of Danger Level of Natural Slopes Using S-P Score Table	Academic Journal	Co-author	Proc. of JSCE Annual Meeting	VI-20，pp.66-67
241	Academic presentation7	1991/9～1991,09,00,,,	Construction of Database on Expert System in the Field fo Civil Engineering and Its Analysis	Academic Journal	Co-author	Proc. of JSCE Annual Meeting	VI-173，pp.372-373
242	Academic presentation7	1991/9～1991,09,00,,,	Disaster Prevention System in Model Project of Total Measurements for Ground Disaster	Academic Journal	Co-author	Proc. of GSEA Technical Forum 1991	pp.423-426
243	Academic presentation7	1991/5～1991,05,00,,,	Expert System on Selecting Construction Methods of Sewer Pipe	Academic Journal	Co-author	Proc. of JSCE Chugoku Shikoku Regional Branch Annual Meeting	VI-1，pp.604-605
244	Papers1	1990/7～1990,07,00,,,	Knowledge Based System on Selecting Construction Methods of Sewer Pipe	Academic Journal	Co-author	Proc. of JCCA Annual Research Meeting	pp.99-108
245	Papers1	1989/10～1989,10,00,,,	Knowledge Based System on Diagnosing Danger Level of Natural Slopes Along the Road	In-house publication	Co-author	Technology Reports of Kansai University	Vol.9，No.3，pp.73-79
246	Papers1	1989/10～1989,10,00,,,	Knowledge Based System on Diagnosing Danger Level of Natural Slopes Along the Road	Academic Journal	Co-author	Proc. of Symposium on Civil Engineering Computational Technology	pp.69-72
247	Papers1	1989/3～1989,03,00,,,	A Knowledge Based System on Selecting Slope Protection Methods	Academic Journal	Co-author	Journal of Japan Society of Civil Engineers	No.403，VI-10，pp.121-129
248	Papers1	1988/5～1988,05,00,,,	PC Based Expert System on Selecting Slope Protection Methods	Academic Journal	Co-author	Journal of Japan Civil Engineering Consultants Association	pp.24-30
249	Papers1	1987/10～1987,10,00,,,	An Expert System on Selecting Slope Protection Methods	Academic Journal	Co-author	Journal of Symposium on Engineering Computational Technology	pp.201-208
250	Academic presentation7	1987/5～1987,05,00,,,	Expert System for Selecting Slope Protection Methods	Academic Journal	Co-author	Proc. of JSCE Chugoku Shikoku Regional Branch Annual Meeting	VI-6，pp.383-384

Academic presentationUnrefereedOtherCo-authorHIROKANE,Michiyuki;HAYASHI,Isao;HORIGUCHI,Yukio;TOKUMARU,Masataka;ARASH,Yazdanbakhsh2023/9～

Academic presentationUnrefereedOtherCo-authorHIROKANE,Michiyuki;CHEN,Junyu;OU,Hakuketsu2023/9～

PapersUnrefereedAcademic JournalCo-authorHIROKANE,Michiyuki;TANI,Reina;KURAMOTO,Kazumasa2023/6～

PapersUnrefereedAcademic JournalCo-authorHIROKANE,Michiyuki;Luo, Zhao2023/6～

International academic conferenceUtilization of Similar Accident Cases for Safety EducationUnrefereedAcademic JournalCo-authorHIROKANE, Michiyuki;Luo, ZhaoProc. of 12th International Conference on Soft Computing and Intelligent Systems and 23th International Symposium on Advanced Intelligent Systems (SCIS&ISIS 2022)2022/11～

International academic conferenceProposal for a Method of Controlling Heart Rate During Step ExerciseUnrefereedAcademic JournalCo-authorHIROKANE,Michiyuki;OU,HakuketsuProc. of 12th International Conference on Soft Computing and Intelligent Systems and 23th International Symposium on Advanced Intelligent Systems (SCIS&ISIS 2022)2022/11～

International academic conferenceApplication of Deep Learning to the Establishment of Slope Failure Warning AreasUnrefereedAcademic JournalCo-authorHIROKANE,Michiyuki;TANI,Reina;KURAMOTO,KazumasaProc. of 12th International Conference on Soft Computing and Intelligent Systems and 23th International Symposium on Advanced Intelligent Systems (SCIS&ISIS 2022)2022/11～

BookAcademic JournalCo-authorHIROKANE,Michiyuki;FURUTA,Hitoshi;KITAHARA,Takeshi;NOMURA,Yasutoshi;2022/10～

Academic presentationUnrefereedOtherCo-authorHIROKANE,Michiyuki;HAYASHI,Isao;HORIGUCHI,Yukio;TOKUMARU,Masataka;ARASH,Yazdanbakhsh2022/9～

Academic presentationUnrefereedOtherCo-authorHIROKANE,Michiyuki;OU,Hakuketsu2022/9～

PapersUnrefereedAcademic JournalCo-authorHIROKANE,Michiyuki;TANI,Reina;KURAMOTO,Kazumasa2022/6～

PapersUnrefereedAcademic JournalCo-authorHIROKANE,Michiyuki;Luo, Zhao2022/6～

Academic presentationUnrefereedOtherCo-authorOH, Hakuketsu;HIROKANE,Michiyuki;HIRAIWA, Kazuki2021/9～

PapersUnrefereedAcademic JournalCo-authorHIROKANE,Michiyuki;KIMURA, Naoki;RA, Shiken2021/7～

PapersCONSIDERING SOCIAL FACTOR IN SETTING OF SEDIMENT DISASTER WARNING AREA USING DEEP LEARNINGIn refereedAcademic JournalCo-authorISHII, Tadataka;HIROKANE,Michiyuki;KURAMOTO, Kazumasa;NISHIHARA, Naoki2021/2～

PapersUnrefereedAcademic JournalCo-authorHIROKANE,Michiyuki;;2020/7～

PapersUnrefereedAcademic JournalCo-authorHIROKANE,Michiyuki;2020/7～

Academic presentationUnrefereedAcademic JournalCo-authorHIROKANE,Michiyuki;;;;;;2020/5～

PapersIn refereedAcademic JournalCo-authorHIROKANE,Michiyuki;;;;2020/3～

PapersIn refereedAcademic JournalCo-authorHIROKANE,Michiyuki;;;2019/10～

PapersUnrefereedAcademic JournalCo-authorHIROKANE,Michiyuki;2019/7～

BookUnrefereedAcademic JournalCo-authorHIROKANE,Michiyuki;FURUTA,Hitoshi;NOMURA,Yasutoshi;HITOKOTO,Masayoshi2019/5～

Academic presentationUnrefereedAcademic JournalCo-authorHIROKANE,Michiyuki;;;;;;;2019/5～

Research reportUnrefereedOtherCo-authorHIROKANE,Michiyuki;2019/3～

PapersIn refereedAcademic JournalCo-authorHIROKANE,Michiyuki;;;2019/3～

PapersUnrefereedAcademic JournalCo-authorHIROKANE,Michiyuki;;;2018/11～

PapersUnrefereedAcademic JournalCo-authorHIROKANE,Michiyuki;;;2018/7～

Research reportUnrefereedOtherCo-authorHIROKANE,Michiyuki;2018/3～

Academic presentationUnrefereedAcademic JournalCo-authorHIROKANE,Michiyuki;;;2017/11～

Academic presentationUnrefereedAcademic JournalCo-authorHIROKANE,Michiyuki;2017/9～

PapersUnrefereedAcademic JournalCo-authorHIROKANE,Michiyuki;;2017/7～

PapersUnrefereedAcademic JournalCo-authorHIROKANE,Michiyuki;;;2017/6～

PapersUnrefereedAcademic JournalCo-authorHIROKANE,Michiyuki;;2017/5～

PapersIn refereedAcademic JournalCo-author2017/2～

Academic presentationAcademic JournalCo-author2016/9～

International academic conferenceStudy on Monitoring Method Using a Wrist Watch Type Device for Unsafe BehaviorAcademic JournalCo-authorHIROKANE Michiyuki;K.KamijoProc. of 8th International Conference on Soft Computing and Intelligent Systems and 17th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2016)pp.426-4312016/8～

International academic conferenceExperiment of Disaster Prevention Education and Evaluation Using a Torrential Rain Simulated Experience ApplicationAcademic JournalCo-authorHIROKANE Michiyuki;K.Nishiwaki;T.EndoProc. of 8th International Conference on Soft Computing and Intelligent Systems and 17th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2016)pp.432-4372016/8～

PapersAcademic JournalCo-author2016/7～

PapersIn refereedAcademic JournalCo-author2016/1～

PapersIn refereedAcademic JournalCo-author2015/10～

International academic conferenceAnalysis of the Characteristics for Diagnosing Axial Forces of High-Strength BoltsAcademic JournalCo-authorY.Tsuji;HIROKANE MichiyukiProceedings of the 15th International Conference on Civil, Structural and Environmental Engineering ComputingPaper 47, pp.1-102015/9～Civil-Comp Press

International academic conferenceRisk Assessment of Fall Prevention Based on an Accident Database in JapanAcademic JournalCo-authorK.Ohdo;T.Hojo;HIROKANE MichiyukiProceedings of the 15th International Conference on Civil, Structural and Environmental Engineering ComputingPaper 242, pp.1-82015/9～Civil-Comp Press

PapersAcademic JournalCo-author2015/7～

International academic conferenceEvaluation of the estimation accuracy for harmony between music and images based on various combinations of featuresAcademic JournalCo-authorK.Murata;R.Yataka;HIROKANE MichiyukiProceedings of International Symposium on Affective Science and Engineering (ISASE2015)p.7 (CD)2015/3～International Society of Affective Science and Engineerin

Academic presentationAcademic JournalCo-author2015/3～

PapersAcademic JournalCo-author2014/12～

Academic presentationAcademic JournalCo-author2014/9～

International academic conferenceDiagnosis for Axial Force of High-Strength Bolts Using Pattern RecognistionAcademic JournalCo-authorHIROKANE Michiyuki;H.Nakata;R.Yataka;H.Konishi;N.SuzukiVulnerability and Risk Analysis and Management (ICVRAM 2014)pp.2598-26072014/7～American Society of Civil Engineers

PapersIn refereedAcademic JournalCo-author2014/1～

International academic conferenceDevelopment of AR Based Safety Education Support System in Construction SiteAcademic JournalCo-authorHIROKANE Michiyuki;S.Banba;K.OhdoProceeding of the International Conference on Fall Prevention and Protection 2013pp.139-1442013/10～ICFPP2013National Institute of Occupation Safety and Health, JNIOSH

International academic conferenceDevelopment and Evaluation of a Localized Severe Rain Simulator based on the Augmented Reality TechniqueAcademic JournalCo-authorS.Matsuoka;HIROKANE Michiyuki;R.Tsujihara;J.Tomatsu;R.TokuiProceedings of the 14th International Conference on Civil, Structural and Environmental Engineering ComputingPaper 236, pp.1-82013/9～Civil-Comp Press

International academic conferenceDevelopment of a Safety Education Support System for Construction Sites using Augmented Reality TechniqueAcademic JournalCo-authorS.Banba;HIROKANE Michiyuki;J.Tanabe;K.OhdoProceedings of the 3rd International Conference on Soft Computing Technology in Civil, Structural and Environmental Engineering,Paper 18, pp.1-122013/9～Civil-Comp Press

Academic presentationAcademic JournalCo-author2013/9～

PapersAcademic JournalCo-author2013/7～

Academic presentationAcademic JournalCo-author2013/3～

International academic conferenceAutomatic Detection of Bicycle Direction Using RealAdaBoost and C4.5Academic JournalCo-authorH.Nakata;HIROKANE MichiyukiProceeding of the 6th International Conference on Soft Computing and Intelligent Systems and the 13th International Symposium on Advanced Intelligent System,pp.1898-19022012/11～SCIS-ISIS 2012

Academic presentationAcademic JournalCo-author2012/9～

PapersAcademic JournalCo-author2012/7～

PapersAcademic JournalCo-author2012/6～

International academic conferenceApplication of AR based manual to prevention of human errorAcademic JournalCo-authorR.Tokui;HIROKANE Michiyuki5th Asian-Pacific Symposium on Structural Reliability and its Applicationpp.398-4032012/5～APSSRA2012

Research reportSingle-Author2012/3～

PapersApplication of SVM to Integrity Assessment of Concrete Structure Based on Visual InformationIn refereedAcademic JournalCo-authorK.Tanaka;T.Miyaguchi;HIROKANE MichiyukiIntegrity Assessment;Concrete Structures;Cracks;Support Vector Machine;Pattern RecognitionJournal of JCOSSAR2011Vol.7，pp.198-2032011/10～Science Council of JapanJapanese

PapersApplication of AR Based Manual to Prevention of Human ErrorIn refereedAcademic JournalCo-authorR.Tokui;HIROKANE MichiyukiＨｕｍａｎ Error;Augmented RealityJournal of JCOSSAR2012Vol.7，pp.299-3042011/10～Science Council of JapanJapanese

Academic presentationMulti-Agent Simulation System for Supporting Efficient Rescue Operations in DisasterUnrefereedAcademic JournalCo-authorY.Inoue;HIROKANE MichiyukiRescue Operation;Multi-Agent;DisasterProc. of Fuzzy System SymposiumMH2-3，pp.381-3862011/9～Japan Society for Fuzzy Theory and Intelligent InformaticsJapanese

Academic presentationDevelopment and Evaluation of Dynamic Hazard Map for Flood Disaster Caused by Localized Torrentioal RainUnrefereedAcademic JournalCo-authorY.Tanaka;HIROKANE Michiyuki;J.TomatsuDynamic Hazard Map;Localized Torrential RainProc. of Fuzzy System SymposiumTD4-2，pp.655-6602011/9～Japan Society for Fuzzy Theory and Intelligent InformaticsJapanese

Academic presentationApplication of MAS to Study on Efficient Dsiaster Prevention TeamUnrefereedAcademic JournalCo-authorJ.Tomatsu;HIROKANE Michiyuki;T.AokiDisaster Prevention Team;Multi-AgentProc. of Fuzzy System SymposiumTD4-4，pp.665-6702011/9～Japan Society for Fuzzy Theory and Intelligent InformaticsJapanese

Academic presentationA Study of Hazardous Area due to Debris Flow Using Multi-agent SystemUnrefereedAcademic JournalCo-authorR.Tsujihara;HIROKANE Michiyuki;Y.MiyawakiDebris Flows;Simulation;Multi Agent;Danger AreaProc. of Fuzzy System SymposiumTH4-1，pp.894-8992011/9～Japan Society for Fuzzy Theory and Intelligent InformaticsJapanese

International academic conferenceA New Approach for Robustness Assessment of Fixed Offshore Structures under Imprecise Marine CorrosionUnrefereedAcademic JournalCo-authorM.Q.Zhang;M.Beer;C.G.Koh;HIROKANE MichiyukiOffshore Structures;Robustness Assessment;Fuzzy TheoryProceedings of the 8th International Conference of Structural Dynamics (EURODYN2012)pp.2919-29262011/7～EURODYN2011English

International academic conferenceMulti-Agent Simulation Considering the Influence of Leader During Flood DisasterIn refereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.Miyawaki;Y.InoueEvacuation Simulation;Multi-Agent;Leader During EvacuationValunerability, Uncertainty and Risk (ICVRAM2012)pp.96-1032011/4～American Society of Civil EngineersEnglish

PapersSafety Education as Prevention Measures of Human ErrorsUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.KonishiSafety Education;Hazard Prediction Activities;Risk Assessment;Accident;pre-work meetingJSCE Magazine, Civil Engineeringpp.54-572011/3～Japan Society of Civil EngineersJapanese

PapersA Study of Danger Area Using Debris Flow SimulationUnrefereedAcademic JournalCo-authorY.Miyawaki;HIROKANE MichiyukiDebris Flows;Simulation;Multi Agent;Danger AreaProc. of Symposium on Reliabilitypp.153-1572010/12～The Society of Materials Science, JapanJapanese

PapersMulti-Agent Simulation Considering the Influence of Leader During Flood DisasterUnrefereedAcademic JournalCo-authorY.Tanaka;HIROKANE MichiyukiEvacuation Simulation;Multi-Agent;Leader During EvacuationProc. of Symposium on Reliabilitypp.158-1612010/12～The Society of Materials Science, JapanJapanese

PapersA Study of boulder Flow Flood Simulation Using Multi-Agent SystemIn refereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.Miyawaki;Y.InoueDebris Flows;Simulation;Multi AgentJournal of Safety ProblemsVol.5，pp.61-662010/11～Japan Society of Civil EngineersJapanese

PapersComparison of Effects of Safety Education to College Students at Plural Construction SitesIn refereedAcademic JournalCo-authorK.Ohdo;T.Takano;HIROKANE MichiyukiSafety Education;Construction Site;Questionnaire SurveyJournal of Safety ProblemsVol.5，pp.169-1742010/11～Japan Society of Civil EngineersJapanese

Academic presentationApplication of Simulation System to Arrangement Problem of Leader Dua\ring Flood DisasterUnrefereedAcademic JournalCo-authorY.Tanaka;HIROKANE Michiyuki;Y.Miyawaki;W.ShirakiEvacuation Simulation;Multi-Agent;Leader During EvacuationProc. of Fuzzy System SymposiumTD3-5，pp.722-7272010/9～Japan Society for Fuzzy Theory and Intelligent InformaticsJapanese

Academic presentationIntegrity Assessment of Concrete Structures Using TAM NetworkUnrefereedAcademic JournalCo-authorK.Tanaka;T.Miyaguchi;HIROKANE Michiyuki;I.HayashiIntegrity Assessment;Concrete Slabs;Cracks;TAM Network;Pattern RecognitionProc. of Fuzzy System SymposiumTF2-1，pp.816-8212010/9～Japan Society for Fuzzy Theory and Intelligent InformaticsJapanese

PapersHazard Prediction Activities in Safety Education on Construction SiteUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;W.Shiraki;K.OhdoSafety Education;Hazard Prediction Activities;Risk Assessment;Accident;pre-work meetingProc. of Symposium on Safety EngineeringOS-E，pp.140-1432010/7～Science Council of JapanJapanese

PapersHazard Prediction Activities for Safety EducationIn refereedAcademic JournalCo-authorHIROKANE Michiyuki;W.Shiraki;K.OhdoSafety Education;Hazard Prediction Activities;Risk Assessment;Accident;pre-work meetingJournal of Japan Society of Civil EngineersVol.66，No.1，pp.55-692010/2～Japan Society of Civil EngineersJapaneseThe Committee of Safety Problems under the Japan Society of Civil Engineers is conducted by 5 subcommittees. The objective of the Subcommittee of Safety Education that is one of 5 subcommittees is to survey and to protect the accidents in the construction site. For this purpose, this subcommittee gathered information on safety education in practical construction sites through a questionnaire. In this paper, the statistical results of three questions for the safety education in the practical site were shown, and the realities of safety education that have been actually practiced in the construction site were described. These statistical results made it clear that the hazard prediction activities (KYT) were particularly effective in the construction site. For engineers' reference, the hazard prediction activities in the various fields were surveyed, and the present conditions and some problems in these activities were described. These investigations made clear that it is important to revice and share the teaching materials for continuing effectively the KYT.

Academic presentationIntegrity Assessment of Concrete Structures Using TAM NetworkUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;T.Miyaguchi;I.HayashiIntegrity Assessment;Concrete Slabs;Cracks;TAM Network;Pattern RecognitionProc. of Symposium on Research and Development of Innovative Science and Technologypp.369-3742010/1～Organization for Research and Development of Innovative Science and Technology, Kansai UniversityJapanese

PapersIntegrity Assessment of Concrete Structures Using TAM NetworkUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;T.Miyaguchi;I.HayashiIntegrity Assessment;Concrete Slabs;Cracks;TAM Network;Pattern RecognitionProc. of Symposium on Reliabilitypp.99-1022009/12～The Society of Materials Science, JapanJapanese

PapersFlood Evacuation Simulation Considering the Influence of Leader During EvacuationUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.MiyawakiEvacuation Simulation;Multi-Agent;Leader During EvacuationProc. of Symposium on Reliabilitypp.131-1352009/12～The Society of Materials Science, JapanJapanese

PapersRecognition of Filling Conditions Inside the Steel-Concrete Composite Slabs Using Support Vector MachineIn refereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.Miyawaki;T.Suga;Y.NomuraIntegrity Assessment;Steel-Concrete Composite Slabs;Impact Acoustic;Support Vector Machine;Pattern RecognitionJournal of Safety ProblemsVol.4，pp.53-582009/11～Japan Society of Civil EngineersJapaneseAccording to the information of Ministry of Land, Infrastructure, Transport and Tourism, from 1950 to 1970, about 2,500 bridges per one year are newly established, and now about 136,000 bridges have been existed in Japan. So, it is important to diagnose efficiently the damage conditions of steel-concrete composite slabs. In this research, we implemented to detect the difference between intact and damage conditions inside the composite slabs by using the wave figure of impact acoustic that were recorded in hitting on the face of concrete. The SVM based recognition method of damage conditions inside was discussed.

International academic conferenceDifference between the stated purpose and actual practice of safety education at construction sitesUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;K.Ohdo;S.Hanayasu;Y.KamadaSafety Education;Construction Site;Questionaire Survey;Data-MiningSafety, Reliability and Risk of Structures, Infrastructures and Engineering Systemspp.180-1862009/9～Taylor&Francis GroupEnglish

PapersRecognition of Filling Conditions Inside the Steel-Concrete Composite Slabs Using Attractor Evaluation of Impact AcousticsUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.Nomura;H.FurutaIntegrity Assessment;Concrete Structures;Impact Acoustic;Attractor Evaluation;Pattern RecognitionProc. of Symposium on Safety EngineeringOS-E-1，pp.154-1552009/7～Science Council of JapanJapanese

PapersIntegrity Assessment of Concrete Structures Using TAM NetworkUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;T.Miyaguchi;I.HayashiIntegrity Assessment;Concrete Slabs;Cracks;TAM Network;Pattern RecognitionProc. of Symposium on Safety EngineeringOS-E-2，pp.156-1592009/7～Science Council of JapanJapanese

PapersStructural Damage Detection Based on Response Evaluation Using Chaotic Excitation and Cross Prediction ErrorIn refereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.Nomura;H.Furuta;M.Kawatani;K.NakatsuIntegrity Assessment;Concrete Structures;Impact Acoustic;Chaos Theory;Cross Prediction ErrorJournal of Japan Society of Civil EngineersVol.65，No.1，pp.30-412009/2～Japan Society of Civil EngineersJapaneseRecently, structural damage detection methods using chaotic excitation have been proposed, where it has been demonstrated that response displacement shows a chaotic behavior by inputting an appropriate chaotic excitation to the structure. This study indicates that the clear difference can be confirmed in the response displacement after damage, and introduces the cross prediction error of the response displacement as a feature to structural health monitoring system using chaotic excitation. The performance and effectiveness of detecting the damage is discussed through numerical simulations. As a result, it is observed that the proposed method can make it possible to judge the structural conditions.

Academic presentationResearch on Placing Guide to a Evacuation Place Using Evacuation Multi-Agent SimulationUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.MiyawakiEvacuation Simulation;Multi-Agent;Guidance SignboardProc. of Symposium on Research and Development of Innovative Science and Technologypp.277-2812009/1～Organization for Research and Development of Innovative Science and Technology, Kansai UniversityJapanese

PapersRecognition of Filling Conditions Inside the Steel-Concrete Composite Slabs Using Impact AcousticsUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;T.Suga;Y.Nomura;H.NakagawaSteel-Concrete Composite Slabs;Filling Condition;Impact Acoustic;Support Vector Machine;Pattern RecognitionProc. of Symposium on Reliabilitypp.19-242008/12～The Society of Materials Science, JapanJapanese

PapersDifference Between the Stated Purpose and Actual Practice of Safety Education at Construction SitesIn refereedAcademic JournalCo-authorHIROKANE Michiyuki;K.Ohdo;S.Hanayasu;Y.KamadaSafety Education;Construction Site;Questionnaire Survey;Data-MiningJournal of Safety ProblemsVol.3，pp.167-1722008/11～Japan Society of Civil EngineersJapaneseRecently, Safety education has become more important in construction sites. Accidents harm companies not only in their cost and time, but also in their confidence. But in fact, many worker who take charge of safety education make point that safety educations practicing in their site is not suit for their task and feel gaps between their primary purposes and the actual conditions. In this study, we extract the source of these gaps from a questionnaire using C4.5, a kind of algorisms to generate a decision tree. To treat information about logical relations between options in a question in multi-responses format, we use Boolean approach.

PapersDamage Detection Using Support Vector Machine for Integrity Assessment of Concrete StructuresIn refereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.Nomura;Y.KusunoseIntegrity Assessment;Concrete Structures;Cracks;Support Vector Machine;Pattern RecognitionJournal of Japan Society of Civil EngineersVol.64，No.4，pp.739-7492008/10～Japan Society of Civil EngineersJapaneseIn daily inspection for concrete structures, inspectors assess the integrity of them based on visible information such as cracks first. This study carries out damage detection using Support Vector Machine and Learning Vector Quantization for concrete slabs with cracks for the purpose of the development the integrity assessment system. These pattern recognition methods are used to learn the characteristics of the damage of the concrete slabs. The efficiency and applicability of proposed methods are discussed through the classification of the magnitude of damages extracted from photographed images of concrete slabs with cracks.

Academic presentationRecognition of Filling Conditions Inside the Steel-Concrete Composite Slabs Using Support Vector MachineUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;T.Suga;Y.Nomura;H.NakagawaSteel-Concrete Composite Slabs;Filling Condition;Impact Acoustic;Support Vector Machine;Pattern RecognitionProc. of Fuzzy System SymposiumFE1-1，pp.912-9152008/9～Japan Society for Fuzzy Theory and Intelligent InformaticsJapanese

Academic presentationRecognition of Convenience Stores Using Logo-Templates and Signboard ExtractionUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;T.Iyoda;Y.IkedaSignboard Extraction;Logo-Template;Template Matching;Convenience Stores RecognitionProc. of Fuzzy System SymposiumFE1-2，pp.916-9212008/9～Japan Society for Fuzzy Theory and Intelligent InformaticsJapanese

Academic presentationExtraction of Roads from Satellite Images Using Crossing ModelUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.Kamada;I.NakajimaRoad Recognition;Satellite Images;Crossing Model;Template MatchingProc. of Fuzzy System SymposiumFE1-3，pp.922-9272008/9～Japan Society for Fuzzy Theory and Intelligent InformaticsJapanese

PapersRecognition of Filling Conditions Inside the Steel-Concrete Composite Slabs Using Support Vector MachineUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;T.Suga;Y.Nomura;H.NakagawaSteel-Concrete Composite Slabs;Filling Condition;Impact Acoustic;Support Vector Machine;Pattern RecognitionProc. of Symposium on Safety EngineeringOS-E-4，pp.153-1562008/7～Science Council of JapanJapanese

PapersExtraction Method of Experience Rule from Questionnaire on Safety Education in Construction SitesUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;S.Kohno;Y.Kamada;K.Ohdo;S.HanayasuSafety Education;Construction Site;Questionnaire Survey;Data-MiningProc. of Symposium on Safety EngineeringGS-4-2，pp.167-1702008/7～Science Council of JapanJapanese

Academic presentationApplication of Rough Sets to Extraction of Trend Rules from Accident CasesUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;T.Iyoda;S.KohnoKnowledge Acquisition;Rough Sets;Accident CaseProc. of Symposium on Research and Development of Innovative Science and Technologypp.357-3622008/1～Organization for Research and Development of Innovative Science and Technology, Kansai UniversityJapanese

PapersRecognition of Filling Conditions Inside the Steel-Concrete Composite Slabs Using Attractor Analysis of Impact AcousticsIn refereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.Nomura;H.Furuta;M.Kawatani;H.KonishiMaintenance;Steel-Concrete Composite Slabs;Filling Condition;Impact Acoustic;Attractor AnalysisJournal of Japan Society of Civil EngineersVol.64，No.1，pp.107-1202008/1～Japan Society of Civil EngineersJapaneseThis study attempts to develop a new impact acoustic method by introducing Attractor analysis based on Chaos Theory for the purpose of improvements of the ordinary method investigating Frequency domain. The proposed method detects exfoliations inside the steel-concrete composite slabs by evaluating the difference of convergence process of attractors reconstructed from acoustic signals. The efficiency and applicability of the proposed method is discussed in comparison with the ordinary method through several field experiments. As a result, the proposed method could catch effectively the difference between intact part and damaged parts that could not be recognized by the ordinary method.

PapersExtraction of Minimum Decision Algorithm Using Rough Sets and Genetic AlgorithmsIn refereedAcademic JournalCo-authorHIROKANE Michiyuki;S.Kouno;Y.NomuraKnowledge Acquisition;Minimum Decision Algorithm;Rough Sets;Genetic Algorithms;Accident CasesJournal of Machine Learning and Applicationspp.44-492007/12～IEEE Computer SocietyEnglishIn civil engineering, it is crucial to reuse knowledge which has been accumulated through the experience of engineers, etc. For this purpose, it is necessary to establish a method for knowledge acquisition and a method for explicit representation of the acquired knowledge. This paper applies the genetic algorithm to the process of deriving a decision algorithm from instances by using rough sets, and proposes a method of deriving a sample and useful decision algorithm with a relatively small amount of computation. A decision algorithm is actually derived from the data on accident instances at actual construction sites, and the recognition rate and other performance measures are investigated by the k-fold cross validation method.

PapersAnalysis According to Year of Experience on Actual Condition of Safety Education in Construction SitesIn refereedAcademic JournalCo-authorHIROKANE Michiyuki;S.Kohno;K.Ohdo;S.HanayasuSafety Education;Construction Site;Questionnaire Survey;ExperienceJournal of Safety ProblemsVol.2，pp.167-1722007/11～Japan Society of Civil EngineersJapaneseRecently, the tendency of an accident and the disaster of building trade are in a trend of decreasing, but it cannot be said that there are more few accident and disasters when we compare these tendency with the frequency in the other industries. Therefore, the present recognition of the safety education in the construction site should be grasped by the questionnaire, and these answers for each question should be analyzed and evaluated. In this paper, we analyzed the result of "questionnaire working papers about the safety education in the construction industry" for the engineers with the different experience period of safety education in the construction site.

International academic conferenceRecognition of Cracks in Concrete Structures by Applying Evolutional Image ProcessingUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;I.Nakajima;H.Furuta;H.TakiuchiIntegrity Assessment;Concrete Structures;Cracks;Evolutional Image Processing;Edge ExtractionProc. of International Conference on Civil, Structural and Environmental Engineering ComputingPaper 182，pp.1-142007/9～Civil-Comp PressEnglish

International academic conferenceApplication of the Chaos Theory to Rock Analysis by Hammer TestsUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.Chen;Y.Nomura;T.Ito;H.FurutaRock;Integrity Assessment;Hammer Test;Chaos Theory;Pattern RecognitionProc. of International Conference on Civil, Structural and Environmental Engineering ComputingPaper 231，pp.1-122007/9～Civil-Comp PressEnglish

Academic presentationExtraction of Cracks on Concrete Structures Using Normal CostsUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;T.Suga;H.Takiuchi;I.NakajimaIntegrity Assessment;Concrete Structures;Cracks;Normal Costs;Edge ExtractionProc. of Fuzzy System Symposiumpp.14-172007/8～Japan Society for Fuzzy Theory and Intelligent InformaticsJapanese

International academic conferenceRecognition of Cracks on Concrete Structures Using Two-Dimensional Gabor FunctionUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;I.Hayashi;H.Furuta;H.Takiuchi;I.NakajimaIntegrity Assessment;Concrete Structures;Cracks;Gabor Function;Edge ExtractionApplication of Statistics and Probability in Civil Engineeringpp.1-82007/8～Taylor&Francis GroupEnglish

PapersAnalysis According to Year of Experience on Actual Condition of Safety Education in Construction SitesUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;S.Kohno;K.Ohdo;S.HanayasuSafety Education;Construction Site;Questionnaire Survey;ExperienceProc. of Symposium on Safety Engineeringpp.403-4062007/7～Science Council of JapanJapanese

PapersAn Integrated Fuzzy Control System for Structural VibrationIn refereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.Nomura;H.FurutaVibration Control;Fuzzy Control;PredictionJournal of Computer-aided Civil and Infrastructure EngineeringVo.22，Issue 4，pp.306-3162007/5～Blackwell PublishingEnglish

PapersExtraction of Minimal Decision Algorithm Using Rough Sets and Genetic AlgorithmIn refereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Konishi;A.Miyamoto;F.NishimuraKnowledge Acquisition;Minimal Decision Algorithm;Rough Sets;Genetic Algorithm;Accident CasesJournal of Systems and Computers in JapanVol.38，No.4，pp.39-512007/4～Wiley Periodicals, Inc.English

PapersAdaptive vibration control with predicting and learning abilities based on soft computingIn refereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.Nomura;H.FurutaVibration Control;Learning Abilities;Soft ComputingJournal of Structural and Infrastructure Engineering, Maintenance, Management, Life-cycle, design and PerformanceVolume 4，Issue 1，pp.19-312007/4～Taylor&FransicEnglish

International academic conferenceDevelopment of Graph Markup Language and Drawing System for WBT MaterialsUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;T.Yasui;F.NishimuraAnalysis;WBT;Markup Language;Graph;e-LearningProc. of SITE 2007 Conferencepp.2163-21672007/3～Association for the Advancement of Computing in EducationEnglish

Academic presentationApplication of Chaos Theory to Analysis of Rock BedUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.Chen;Y.Nomura;T.Ito;H.FurutaRock Bed;Integrity Assessment;Impact Acoustic;Chaos Theory;Pattern RecognitionProc. of 2007 JMMIJ Spring Annual MeetingPaper 3315，pp.1-22007/3～Japan Society for Resources and MaterialJapanese

Research reportStudy on Regional Security in Takatsuki CityUnrefereedOtherCo-authorHIROKANE MichiyukiReginal Security;Evacuation Simulation;Geographical Information SystemTakatsuki City, Kansai University2007/3～Takatsuki City, Kansai UniversityJapanese

PapersApplication of Automatic Material Generating e-Learning to Disaster Prevention EducationUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;S.Kitazaka;S.Tanakae-Learning;Automatic Material Generating;Disaster Prevention EducationProc. of Symposium on Application of Soft Computing to Civil and Structural Engineerspp.27-342007/2～Japan Society for Fuzzy Theory and Intelligent InformaticsJapanese

PapersStudy on Evaluation of Characteristics for Integrity Assessment of Concrete SlabsUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;H.KawaguchiIntegrity Assessment;Concrete Structures;Cracks;Support Vector Machine;Pattern RecognitionProc. of Symposium on Application of Soft Computing to Civil and Structural Engineerspp.69-782007/2～Japan Society for Fuzzy Theory and Intelligent InformaticsJapanese

PapersIntegrity Assessment by Impact Acoustics of Concrete Structures Using Chaos TheoryUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.Nomura;H.Furuta;M.Kawatani;H.HattoriIntegrity Assessment;Concrete Structures;Impact Acoustics;Chaos Theory;Pattern RecognitionProc. of Symposium on Application of Soft Computing to Civil and Structural Engineerspp.79-842007/2～Japan Society for Fuzzy Theory and Intelligent InformaticsJapanese

Academic presentationExtraction of Cracks on Concrete Structures Using Evolutional Image ProcessingUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;I.Nakajima;H.FurutaIntegrity Assessment;Concrete Structures;Cracks;Evolutional Image Processing;Edge ExtractionProc. of Symposium on Research and Development of Innovative Science and Technologypp.375-3802007/1～Organization for Research and Development of Innovative Science and Technology, Kansai UniversityJapanese

Academic presentationViews and Results of Web-Based Coordinated Education Activation System (CEAS) in Kansai UniversityUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;M.Fuyuki;M.Dogaki;N.Kochu;R.Tsuchihashi;H.Sugimotoe-Learning;Present Good Practice;Kansai UniversityProc. of Information and Systems in Education Annual Meetingpp.75-782006/11～Hiroshima UniversityJapaneseKansai University Special Aid for Promotion of Research and Education

International academic conferenceWeb-Based Coordinated Education Activation System (CEAS) and Education Quality ImprovementUnrefereedCo-authorHIROKANE Michiyuki;M.Fuyuki;Y.Arai;R.Tsuchihashi;H.Sugimotoe-Learning;Good Practice;Kansai UniversityProc. of Chitose International Forum on Photonics Science and Media Technologypp.171-1742006/11～Chitose Institute of Science and TechnologyEnglishKansai University Special Aid for Promotion of Research and Education

Academic presentationExtraction of Cracks on Concrete Structures Using Gabor FilterUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Takiuchi;I.HayashiIntegrity Assessment;Concrete Structures;Cracks;Gabor Filter;Edge ExtractionProc. of Fuzzy System Symposiumpp.185-1882006/9～Japan Society for Fuzzy Theory and Intelligent InformaticsJapanese

Academic presentationExtraction of Cracks on Concrete Structures Using Evolutional Image ProcessingUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;I.Nakajima;H.FurutaIntegrity Assessment;Concrete Structures;Cracks;Evolutional Image Processing;Edge ExtractionProc. of Fuzzy System Symposiumpp.237-2422006/9～Japan Society for Fuzzy Theory and Intelligent InformaticsJapanese

PapersAnalysis Results of Questionnaire on Safety Education -Law Regulation and Safety-UnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;S.Kohno;K.Ohdo;S.HanayasuSafety Education;Construction Site;Questionnaire Survey;Law RegulationProc. of Symposium on Safety Engineeringpp.193-1962006/7～Science Council of JapanJapanese

International academic conferenceImpact acoustics of concrete structures by applying discrete wavelet transformUnrefereedCo-authorHIROKANE Michiyuki;Y.Nomura;M.Kawatani;M.KouIntegrity Assessment;Concrete Structures;Impact Acoustics;Wavelet Transform;Pattern RecognitionProc. of International Conference of Bridge Maintenance, Safety and ManagementPaper 212，pp.1-72006/7～Taylor&FrancisEnglish

Research reportAction and Present Condition of Web-Based Coordinated Education Activation System (CEAS) in Kansai UniversityUnrefereedOtherCo-authorHIROKANE Michiyuki;M.Fuyuki;M.Dogaki;N.Kochu;R.Tsuchihashi;H.Sugimotoe-Learning;Present Good Practice;Kansai UniversityIntroduction of Present Good Practice on Internetpp.39-422006/6～Hokkaido UniversityJapaneseKansai University Special Aid for Promotion of Research and Education

PapersIntegrity Assessment Method by Impact Acoustics of Concrete Structures Using Chaos TheoryUnrefereedHIROKANE Michiyuki;Y.Nomura;M.KawataniIntegrity Assessment;Concrete Structures;Impact Acoustics;Chaos Theory;Pattern RecognitionProc. of Symposium on Application of Soft Computing to Civil and Structural Engineerspp.23-342006/2～Japan Society for Fuzzy Theory and Intelligent InformaticsJapanese

PapersExtraction of Cracks on Concrete Structures Using Gabor FunctionUnrefereedCo-authorHIROKANE Michiyuki;H.Takiuchi;I.Hayashi;R.Masamori;M.SonodaIntegrity Assessment;Concrete Structures;Cracks;Gabor Function;Edge ExtractionProc. of Symposium on Application of Soft Computing to Civil and Structural Engineerspp.57-642006/2～Japan Society for Fuzzy Theory and Intelligent InformaticsJapanese

CommentaryState of the Arts : Committee on Safety ProblemsUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;T.Nakayama;K.OhdoSafety Problem;Committee Report;Civil EngineeringJSCE Magazine, Civil Engineeringpp.72-732005/12～Japan Society of Civil EngineersJapanese

Academic presentationProblem and Present Condition of Web-Based Coordinated Education Activation System (CEAS) in Kansai UniversityUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;M.Fuyuki;M.Dogaki;N.Kouchu;R.Tsuchihashi;H.Sugimotoe-Learning;Present Good Practice;Kansai UniversityProc. of Information and Systems in Education Annual Meetingpp.40-432005/11～Kyushu UniversityJapaneseKansai University Special Aid for Promotion of Research and Education 20040401-20070331

Academic presentationClassification of Crack images on Concrete Structures Using Non-Linear SVMUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Nakagawa;H.Furuta;Y.KusunoseIntegrity Assessment;Concrete Slabs;Cracks;Support Vector Machine;Pattern RecognitionProc. of Fuzzy System Symposiumpp.11-142005/9～Japan Society for Fuzzy Theory and Intelligent InformaticsJapanese

Academic presentationEvaluation of Mathematics Teaching Material for Web Based Training Using Access LogUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;R.Masamori;T.Maeda;F.NishimuraAnalysis;Web Based Training;Access Log;Teaching Material EvaluationProc. of JSISE Annual Meetingpp.423-4242005/8～Japanese Society for Information and Systems in EducationJapanese

Academic presentationEvaluation of Leaning Efficiency Using Access Log of WBT MaterialsUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;F.Nishimura;T.Maeda;H.FurutaAnalysis;Web Based Training;Access Log;Leaning EfficiencyProc. of JSISE Annual Meetingpp.421-4222005/8～Japanese Society for Information and Systems in EducationJapanese

Academic presentationDevelopment of Graph Markup Language and Drawing System for WBT MaterialsUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;T.Yasui;T.Maeda;F.NishimuraAnalysis;Web Based Training;Markup Language;GraphProc. of JSISE Annual Meetingpp.425-4262005/8～Japanese Society for Information and Systems in EducationJapanese

PapersActual Condition of Safety Education in Construction SitesUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;K.Ohdo;S.HanayasuSafety Education;Construction Site;Questionnaire SurveyProc. of Symposium on Safety Engineeringpp.79-822005/7～Science Council of JapanJapanese

PapersCorrelation from Research on Actual Condition of Safety Education in Construction SitesUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;F.Nishimura;H.FurutaSafety Education;Construction Site;Questionaire;RelationProc. of Symposium on Safety Engineeringpp.83-862005/7～Science Council of JapanJapanese

International academic conferenceEvaluation of the WBT Teaching Materials for MathematicsUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;R.Masamori;F.Nishimura;T.MaedaAnalysis;WBT;Material Evaluation;e-LearningProc. of International Conference on Education and Information Systemspp.432-4372005/7～International Institue of Informatics and SystemicsEnglish

Research reportApplication of Intelligent Information Processing to Bridge InvestigationUnrefereedOtherCo-authorHIROKANE MichiyukiBridge;Maintenance;Knowledge Information ProcessingReport of Collaborative Research Group of JSCE Kansai Regional Branch2005/7～Japan Society of Civil Engineers, Kansai Regional BranchJapanese

Research reportDevelopment of WBT Materials for AnalysisUnrefereedOtherCo-authorHIROKANE MichiyukiAnalysis;Web Based Training;e-LearningReport of Kansai University Special Research2005/3～Kansai UniversityJapanese

PapersExtraction Method of Minimal Decision Algorithms Using Rough Sets and Genetic AlgorithmsIn refereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Konishi;A.Miyamoto;F.NishimuraKnowledge Acquisition;Minimum Decision Algorithm;Rough Sets;Genetic Algorithms;Accident CaseJournal of the Institute of Electronics, Information and Communication EngineersVol.J87-D-I，No.11，pp.1001-10112004/11～The Institute of Electronics, Information and Communication EngineersJapaneseWith the improvement and the popularization of computer in recent years, the quantity of data that is accumulated and available has been increasing steadily. So, the highly advanced and intelligent works are required by using the accumulated data. In this paper, the extraction method of the minimum decision algorithms by using rough sets and genetic algorithms are proposed. The proposed method can extract the efficient and the simplified decision rules. The decision algorithms were extracted from the accident cases in construction sites. The identification rate and the simplification of the extracted knowledge was evaluated by using the k-fold cross validation method.Kansai University Special Research Fund

International academic conferenceA Study of Cracks Classification in Concrete Slabs by Using Pattern Recognition MethodsUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.Mikumo;H.Furuta;Y.Kusunose;K.YasudaIntegrity Assessment;Concrete Slab;Cracks;Pattern RecognitionProc. of International Conference on Bridge Maintenance, Safety and Managementpp.683-6892004/10～A.A.BALKEMA PublishersEnglish

International academic conferenceClassification of Cracks in Concrete Slabs Using Pattern Recognition MethodsUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.Kusunose;H.FurutaIntegrity Assessment;Concrete Slab;Cracks;Pattern RecognitionProc. of International Conference on Bridge Maintenance, Safety and Managementpp.823-8302004/10～A.A.BALKEMA PublishersEnglish

International academic conferenceApplication of Genetic Algorithms to Mining Simulations for Grade Adjustment in Open-Pit MineUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.Ohnishi;T.Ito;H.FurutaLimestone;Phosphorus Density Grade Adjustment;Open-Pit Mine;Genetic AlgorithmsProc. of International Conference of Engineering Computational TechnologyPaper 103，pp.1-112004/9～CIVIL-COMP PRESSEnglish

International academic conferenceRepair Rule Generation for Bridge Maintenance Using a Classifier SystemUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;Y.ShioyamaManagement;Bridge;Classifier System;Knowledge DiscoveryProc. of International Conference of Engineering Computational TechnologyPaper 107，pp.1-82004/9～CIVIL-COMP PRESSEnglish

Academic presentationStudy on Classification of Cracks on Concrete Structures Using Support Vector MachineUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.Kusunose;H.FurutaSupport Vector Machine;Cracks;Integrity Assessment;Pattern RecognitionProc. of JSCE Annual MeetingCS10-002，pp.329-3302004/9～Japan Society of Civil EngineersJapanese

Academic presentationDevelopment of Markup Language for Mathematics Teaching Materials for Web Based TrainingUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;F.Nishimura;T.Maeda;T.Yanagawa;H.Hijikata;T.MurataAnalysis;Web Based Training;Markup Language;e-LearningProc. of JSET Annual Meetingpp.941-9422004/9～Japan Society for Educational TechnologyJapanese

Academic presentationApplication of Rough Sets to Prediction of Radar Rainfall StrengthUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;S.NishinoRadar Rainfall Strength;Prediction;Rough Sets;Pattern RecognitionProc. of Fuzzy System Symposiumpp.423-4262004/6～Japan Society for Fuzzy Theory and Intelligent InformaticsJapanese

Academic presentationOptimum Mining Simulations for Grade Adjustment in Open-Pit MineUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.Ohnishi;H.Furuta;T.ItohLimestone;Phosphorus Density;Open-Pit Mine;Genetic Algorithms;Grade AdjustmentProc. of Symposium on Research and Development of Innovative Science and Technologypp.183-1882004/1～Organization for Research and Development of Innovative Science and Technology, Kansai UniversityJapanese

Academic presentationApplication of Rough Sets to Prediction of Radar Rainfall StrengthUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;S.NishinoRadar Rainfall Strength;Prediction;Rough Sets;Pattern RecognitionProc. of Symposium on Research and Development of Innovative Science and Technologypp.189-1922004/1～Organization for Research and Development of Innovative Science and Technology, Kansai UniversityJapanese

PapersExtraction of Detemination Rules from Accident Cases in Construction of Prestressed Concrete BridgesUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Konishi;A.Miyamoto;F.NishimuraPrestressed Concrete Bridge;Construction Work;Accident Cases;Safety Management;Knowledge Acquisition;Rough SetsProc. of Rough Sets Research Division Annual Meetingpp.31-342003/12～Japan Society for Fuzzy Theory and Intelligent InformaticsJapanese

International academic conferenceRough Sets Based Extraction Method of Characteristics from Bridge ImagesUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;Y.Morikawa;C.HamaguchiBridge;Aesthetic Design;Image Classification;Rough SetsProc. of International Conference on the Application of Artificial Intelligence to Civil and Structural Engineeringpp.1-102003/9～Civil-Comp PressEnglish

International academic conferenceClassification of Cracks in Concrete Slabs Using Pattern Recognition methodsUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.Kusunose;H.FurutaConcrete Slab;Integrity Assessment;Cracks;Pattern RecognitionProc. of International Conference on the Application of Artificial Intelligence to Civil and Structural Engineeringpp.1-102003/9～Civil-Comp PressEnglish

International academic conferenceRough Sets Based Extraction Method of Characteristics from Bridge ImagesUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;Y.Morikawa;C.HamaguchiBridge;Aesthetic Design;Image Classification;Rough SetsProc. of the First Workshop on Rough Sets and Kansei Engineering in JapanVolume 7，No.1/2，pp.51-542003/9～Bulletin of International Rough Set SocietyEnglish

Academic presentationStudy on Extraction and Classification of Cracks on Concrete Slabs Using Pettern Recognition MethodsUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.Kusunose;H.FurutaPattern Recognition;Concrete Slab;Cracks;Integrity AssessmentProc. of Fuzzy System Symposiumpp.233-2362003/9～Japan Society for Fuzzy Theory and Intelligent InformaticsJapanese

Academic presentationExtraction and Evaluation of Trend Rules from Accident Cases in Construction of Concrete BridgesUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;F.Nishimura;H.FurutaConstruction;Accident Case;Rule-Typed Knowledge;Data-Mining;Rough SetsProc. of Fuzzy System Symposiumpp.511-5142003/9～Japan Society for Fuzzy Theory and Intelligent InformaticsJapanese

Academic presentationExtraction and Evaluation of Determination Rules from Damage Survey of Building Foundation Using Rough SetsUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;F.Nishimura;H.FurutaBuilding Foundation;Earthquake Damages;Rule-Typed Knowledge;Data-Mining;Rough SetsProc. of JSCE Annual MeetingVI-412，pp.823-8242003/9～Japan Society of Civil EngineersJapanese

Academic presentationStudy on Extraction and Classification of Cracks on Concrete Slabs Using Pettern Recognition MethodsUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.Kusunose;H.FurutaPattern Recognition;Concrete Slab;Cracks;Integrity AssessmentProc. of JSCE Annual MeetingCS5-009，pp.137-1382003/9～Japan Society of Civil EngineersJapanese

PapersExtraction of Detemination Rules from Accident Cases in Construction of Prestressed Concrete BridgesUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Konishi;A.Miyamoto;F.NishimuraPrestressed Concrete Bridge;Construction;Accident Case;Knowledge AcquisitionProc. of Japan Conference on Structural Safety and Reliabilitypp.347-3502003/7～Science Council of JapanJapanese

PapersTrend Mining and Analysis from Accident Cases in Construction of Prestressed Concrete BridgesUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;A.Miyamoto;H.Konishi;F.NishimuraPrestressed Concrete Bridge;Construction;Accident Case;Knowledge AcquisitionProc. of Symposium on Safety Engineeringpp.340-3432003/7～Science Council of JapanJapanese

PapersDevelopment of Knowledge Based Selection System of Erection Method and Safety Management for Construction Works of Steel BridgesIn refereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Konishi;A.MiyamotoSteel Bridge;Construction Method Selection;Safety Management;Expert SystemJournal of Japan Society of Civil EngineersNo.728，VI-58，pp.121-1402003/3～Japan Society of Civil EngineersJapaneseBridge construction has become complex and is being conducted on ever large scale, and the technology of bridge construction is advancing rapidly. Currently, problems in the safety management of bridge construction are very important. It is reasonable to suppose that serious accidents can be prevented if potential factors are eliminated. This paper aims to introduce a newly developed expert system which is capable not only to make selection of erection method in steel bridges with a selection process but also to support safety management in the bridge construction for better understanding the accidents during bridge construction for integrating into the expert system.

International academic conferenceWeb-Based Safety Management System in Construction of Presterssed Concrete BridgesUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;J.Zhang;H.KonishiBridge;Safety Management;Construction Work;Accident Cases;XML;WWWProc. of the first fib congress 2002pp.103-1102002/10～A.A.BALKEMA PublishersEnglish

International academic conferencePredictive Fuzzy Control of Structural VibrationUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;Y.NomuraStructures;Vibration Control;Fuzzy TheoryProc. of Workshop on Smart Structural Systemspp.397-4082002/10～Building Reserch Institute, Tsukuba UniversityEnglish

International academic conferenceApplication of Self-Organizing Maps to Classification of Bridge ImagesUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Shiro;H.FurutaBridge;Aesthetic Design;Image Classification;Self-Organizing MapProc. of International Conference of Engineering Computational Technologypp.1-122002/9～CIVIL-COMP PRESSEnglish

Academic presentationApplication of Self-Organizing Maps to Estimation of Accident Causes in Construction of Prestressed Concrete BridgesUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.Kusunose;H.FurutaBridge;Construction Methods;Accident Causes Estimation;Accident Case;Self-Organizing MapProc. of JSCE Annual MeetingVI-435，pp.869-8702002/9～Japan Society of Civil EngineersJapanese

Academic presentationApplication of Cell Automata to Simulation System of Debris FlowsUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.Shimada;H.FurutaDebris Flows;Simulation;Cell AutomataProc. of JSCE Annual MeetingVI-439，pp.877-8782002/9～Japan Society of Civil EngineersJapanese

Academic presentationExtraction of Detemination Algorithms Based on Supports and Condition Numbers from Diagnosis Cases of Slope Failure Danger LevelUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;F.Nishimura;H.FurutaSlope Failure;Danger Level Estimation;Knowledge Discovery;Genetic Algorithms;Rough SetsProc. of JSCE Annual MeetingVI-440，pp.879-8802002/9～Japan Society of Civil EngineersJapanese

Academic presentationApplication of Cell Automata to Simulation System of Debris FlowsUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.Shimada;H.FurutaDebris Flows;Simulation;Cell AutomataProc. of Fuzzy System Symposiumpp.103-1042002/8～Japan Society for Fuzzy Theory and Intelligent InformaticsJapanese

International academic conferenceWeb-Based Safety Management System in Construction of Prestressed Concrete BridgesUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;A.Miyamoto;H.Konishi;J.ZhangBridge;Safety Management;Construction Work;Accident Cases;XML;WWWReliability and Optimization of Structural Sysytemspp.141-1492002/3～A.A.BALKEMA PublishersEnglish

PapersKnowledge Acquisition Method Considering FuzzinessUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;K.Harakawa;R.MasamoriSlope Failure;Danger Level Estimation;Knowledge Acquisition;Fuzzy Theory;Genetic Algorithms;Rough SetsProc. of Symposium on System Optimizationpp.173-1782001/12～Japan Society of Civil EngineersJapanese

PapersSOM Based Classification of Bridge Images Using Characteristics from Spatial DistributionUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;W.Shiraki;K.Yasuda;H.ShiroBridge;Aesthetic Design;Image Classification;Self-Organizing MapProc. of Symposium on System Optimizationpp.65-702001/12～Japan Society of Civil EngineersJapanese

Academic presentationSafety Management System for construction of Prestressed Concrete Bridges -Application of Rough Sets to User Interface-UnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;T.Kishida;H.Komori;S.Haku;T.FujiiBridge;Construction Methods;Safety Management;Accident Case;User Interface;Rough Sets;WWWProc. of JSCE Annual MeetingVI-110，pp.220-2212001/10～Japan Society of Civil EngineersJapanese

Academic presentationStudy on Classification of Bridge Images Using Self-Organizing MapUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Shiro;H.Furuta;W.Shiraki;K.YasudaBridge;Aesthetic Design;Image Processing;Image Classification;Self-Organizing MapProc. of JSCE Annual MeetingCS4-009，pp.216-2172001/10～Japan Society of Civil EngineersJapanese

Academic presentationExtraction of Land-Slide Topography from Digital Elevation Model Using Support Vector MachineUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;E.Nishihata;H.FurutaLandslide;Danger Level Estimation;Digital Elevation Model;Support Vector MachineProc. of Fuzzy System Symposiumpp.75-762001/9～Japan Society for Fuzzy Theory and Intelligent InformaticsJapanese

Research reportStudy on Visualization and Information Sharing of Construction Planning of BridgesUnrefereedOtherCo-authorHIROKANE MichiyukiBridge;Construction Information;Visualization;Information SharingReport of Collaborative Research Group of JSCE Kansai Regional Branch2001/9～Japan Society of Civil Engineers, Kansai Regional BranchJapanese

International academic conferenceApplication of Genetic Algorithms and Rough Sets to Data Mining for Integrity Assessment of Bridge StructuresUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;K.HarakawaBridge;Management;Integrity Assessment;Data Mining;Genetic Algorithms;Rough SetsProc. of Genetic and Evolutionar Computing Conference (GECCO-2001)pp.91-962001/7～Morgan Kaufmann PublishersEnglish

BookSearch for Trend of Electronic CountryUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;I.Mikami;T.Usui;S.TanakaConstruction CALS;Electronic Country;Geographical Information SystemSANKAIDO Publishingpp.120-1312001/5～SANKAIDO PublishingJapanese

International academic conferenceDecision Support System for Bridge Aesthetic Design Using Immune SystemUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;K.IshidaBridge;Aesthetic Design;Decision Support;Immune SystemCurrent and Furure Trends in Bridge Design,Construction and Maintenancepp.328-3372001/4～Thomas TelfordEnglish

International academic conferenceXML Based Database System for Accident Cases in Construction of Prestressed Concrete BridgeUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;A.Miyamoto;H.Konishi;Y.FujiokaBridge;Construction Work;Accident Cases;XMLProc. of ISEC-01pp.393-3982001/1～A.A. BALKEMA PublishersEnglish

International academic conferenceKnowledge Acquisition from Cases for Integrity Assessment of Bridges StructureUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;K.HarakawaBridge;Management;Knowledge Acquisition;Rough SetsProc. of the 9th IFIP WG7.5 Working Conferencepp.101-1082000/9～IFIP WG7.5English

Academic presentationPrediction of Disasters Using GMDH and Its Parameter EstimationUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;S.Tanaka;T.KobayashiLandslide;Danger Level Estimation;Prediction;GMDHProc. of IEEJ Electronics, Information and Systems Technical Society Annual Meetingpp.377-3802000/9～The Institute of Electrical Engineers of JapanJapanese

Academic presentationPrediction of Rainfall Strength by Video Images and Sounds Using Chaos TheoryUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;S.Tanaka;T.Kobayashi;Y.NomuraRainfall Strength;Prediction;Sound Processing;Image Processing;Chaos TheoryProc. of IEEJ Electronics, Information and Systems Technical Society Annual Meetingpp.385-3862000/9～The Institute of Electrical Engineers of JapanJapanese

Academic presentationApplication of Genetic Algorithms Adapted Real Number to Prediction Problem of Final Ground SinkingUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;E.Nishihata;H.FurutaGround Sinking;Final Ground Sinking;Prediction;Real Number;Genetic AlgorithmsProc. of JSCE Annual MeetingCS-210，pp.420-4212000/9～Japan Society of Civil EngineersJapanese

Academic presentationKnowledge Acquisition Method fromn Diagnosis Cases of Slope Failure Danger Level Using Genetic Algorithms and Rough SetsUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;K.Harakawa;S.Tanaka;Y.KimuraSlope Failure;Danger Level Estimation;Knowledge Discovery;Genetic Algorithms;Rough SetsProc. of JSCE Annual MeetingCS-211，pp.422-4232000/9～Japan Society of Civil EngineersJapaneseKansai University Grant-in-Aid for the Faculty Joint Research Program

Academic presentationStudy on Prediction System of Wind Speed -Comparison of Chaos Theory and GMDH-UnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;M.Setoguchi;H.FurutaWind Speed;Prediction;GMDH;Chaos TheoryProc. of JSCE Annual MeetingCS-213，pp.426-4272000/9～Japan Society of Civil EngineersJapanese

Academic presentationApplication of Determinate Non-Linear Prediction Method by Difference Vector to Real Time Series DataUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.Nomura;H.FurutaWind Speed;Prediction;Determinate Non-Linear Prediction Method;Difference Vector;Chaos TheoryProc. of JSCE Annual MeetingCS-214，pp.428-4292000/9～Japan Society of Civil EngineersJapanese

Academic presentationPrediction of Radar Rainfall Strength Using Fractal DimensionUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;R.Tanoue;H.FurutaRainfall Strength;Prediction;Fractal DimensionProc. of JSCE Annual MeetingCS-215，pp.430-4312000/9～Japan Society of Civil EngineersJapanese

Academic presentationXML Based Information Sharing System of Accident Cases in Construction of Prestressed Concrete BridgesUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;J.Zhang;H.Komori;T.Fujii;A.SugitaBridge;Construction Methods;Safety Management;Accident Case;Knowledge Sharing;XML;WWWProc. of JSCE Annual MeetingCS-222，pp.444-4452000/9～Japan Society of Civil EngineersJapanese

International academic conferenceWeb-Based Database System for Accident Cases in Construction of Prestressed Concrete BridgeUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;A.Miyamoto;H.Konishi;T.KishidaBridge;Construction Work;Safety Management;WWWEngineering Design and Automation Journal (EDA 2000)pp.851-8582000/8～Technology systems Inc.English

International academic conferenceAn Estimation Meghod for Landslide Risk by GMDH NetworkUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;S.Tanaka;T.KobayashiLandslide;Danger Level;Neural Network;GMDHArtificial Intelligence and Mathematical Methods in Pavement and Geomechanical, Systemspp.179-1852000/8～A.A.BALKEMA PublishersEnglish

International academic conferenceA Study of Technology for Diagnosing Bridge Soundness and Acquiring Rough Set Based Rule Type Knowledge by Using Portable ComputerUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;S.Tanaka;Y.MikumoBridge;Management;Knowledge Acquisition;Rule Based Knowledge;Rough SetsArtificial Intelligence and Mathematical Methods in Pavement and Geomechanical, Systemspp.187-1942000/8～A.A.BALKEMA PublishersEnglishKansai University Special Research Fund

BookProgramming LanguageUnrefereedOtherCo-authorHIROKANE Michiyuki;T.Ajisaka (Edt.)Programming;C LanguageOhmshapp.17-30，pp.42-562000/7～OhmshaJapanese

PapersDatabase and Information Sharing of Accident Cases in Construction of Prestressed Concrete BridgeUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;A.Miyamoto;H.Konishi;T.Kishida;M.ItaniBridge;Construction Methods;Accident Case;Knowledge Sharing;DatabaseProc. of Symposium on Safety Engineeringpp.259-2622000/7～Science Council of JapanJapanese

PapersStudy on Prediction of Rainfall Strength Using Fractal TheoryUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;T.KishidaWeather Chart;Rainfall Strength;Prediction;Fractal TheoryProc. of Symposium on Application of Fuzzy to Civil and Structural Engineerspp.1-102000/3～Japan Society for Fuzzy Theory and Intelligent InformaticsJapanese

PapersStudy on Optimal Arrangement of Emergency Exit from Underground Shopping Center Using Genetic Algorithms and SimulationUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;Y.Goto;K.MitsutakaUnderground Shopping Center;Emergency Exit;Optimal Arrangement;Genetic AlgorithmsProc. of Symposium on Application of Fuzzy to Civil and Structural Engineerspp.29-372000/3～Japan Society for Fuzzy Theory and Intelligent InformaticsJapanese

PapersApplication of Chaos Theory and GMDH to Wind Speed PredictionUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;M.SetoguchiWind Speed;Prediction;Chaos Theory;GMDHProc. of Symposium on System Optimizationpp.65-701999/12～Japan Society of Civil EngineersJapanese

Papersgenetic Algoritms Based Knowledge Acquisition Method from Diagnosis Data of SlopeFailure Danger LevelUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;K.HarakawaSlope Failure;Diagnosis of Danger Level;Knowledge Acquisition;Genetic Algorithms;Rough SetsProc. of Symposium on System Optimizationpp.79-841999/12～Japan Society of Civil EngineersJapanese

Research reportStudy on Next Generation Techniques for Standardization and Exchange Methods of Construction CAD DataUnrefereedOtherCo-authorHIROKANE MichiyukiCAD;Data Exchange;StandardizationKansai University Special Research Fund1999/11～Kansai UniversityJapanese

International academic conferenceApplication of Rough Set Theory to Inference of Damage Causes of BridgesUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.FurutaBridge;Management;Integrity Assessment;Knowledge Acquisition;Rough SetsProc. of Korea-Japan Joint-Seminar on Steel Brides (JSSB-KJ5)pp.1-91999/10～Korean Society of Steel ConstructionEnglish

International academic conferenceDevelopment of Visualized Safety Management System for Construction Works of Prestressed Concrete BridgesUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;A.Miyamoto;H.Konishi;Y.FujiokaPrestressed Concrete Bridge;Construction Work;Safety Management;WWWProc. of Al Civil-Comp '99pp.37-441999/9～Civil-Comp PressEnglish

Academic presentationApplication of Genetic Algorithms to Sinking Prediction of Artificial GroundUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;E.Nishihata;H.FurutaGround Sinking;Prediction;Genetic AlgorithmsProc. of Potluck Symposium 1999pp.91-941999/9～Japan Society for Fuzzy Theory and Intelligent InformaticsJapanese

Academic presentationSafety Management System for Erection of Prestressed Concrete Bridges Using WWW - Development of Database and its Analysis -UnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.Fujioka;T.Sekiguchi;R.Amano;S.KikkawaBridge;Construction Methods;Safety Management;Accident Case;WWWProc. of JSCE Annual MeetingCS-111，pp.222-2231999/9～Japan Society of Civil EngineersJapanese

Academic presentationStudy on Prediction of Flood Tide Using Chaos TheoryUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.Nomura;H.Furuta;Y.TanakaFlood Tide;Prediction;Chaos TheoryProc. of JSCE Annual MeetingCS-113，pp.226-2271999/9～Japan Society of Civil EngineersJapanese

International academic conferenceApplication of Genetic Algorithms to Rough Set Based Knowledge Discovery MethodUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;K.HarakawaSlope Failure;Danger Level;Knowledge Acquisition;Genetic Algorithms;Rough SetsJournal of Engineering Valuation and Cost Analysispp.238-2451999/8～Technology systems,Inc.English

Research reportStudy on Hybrid System of Safety Management and Work Planning of Bridge ConstructionUnrefereedOtherCo-authorHIROKANE MichiyukiConstruction Methods Selection;Safety Management;Hybrid System;Bridge;ConstructionTextbook of Survey and Research Committee of JSCE Kansai Regional Branch1999/7～Japan Society of Civil Engineers, Kansai Regional BranchJapanese

Academic presentationApplication of Artificial Life and Genetic Argorithms to Location Plan in Theme ParksUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;Y.Goto;K.MitsutakaTheme Parks;Location Plan;Artificial Life;Genetic AlgorithmsProc. of Fuzzy System Symposiumpp.715-7181999/6～Japan Society for Fuzzy Theory and Intelligent InformaticsJapaneseGrant-in-Aid for Scientific Research

Academic presentationApplication of Genetic Argorithms to Repair Planning to Airport ApronUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;K.Takayama;S.InoueApron;Airport Facility;Repair Planning;Genetic AlgorithmsProc. of Fuzzy System Symposiumpp.723-7241999/6～Japan Society for Fuzzy Theory and Intelligent InformaticsJapanese

Academic presentationApplication of Fractal Theory to Prediction of Slope FailuresUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;Y.Osawa;S.TamaruSlope Failure;Fractal Theory;Diagnosis of Danger LevelProc. of Fuzzy System Symposiumpp.725-7261999/6～Japan Society for Fuzzy Theory and Intelligent InformaticsJapanese

Academic presentationApplication of Genetic Algorithms to Rough Sets Based Knowledge Acquisition MethodUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;K.Harakawa;H.FurutaSlope Failure;Diagnosis of Danger Level;Knowledge Discovery;Genetic Algorithms;Rough SetsProc. of Fuzzy System Symposiumpp.731-7341999/6～Japan Society for Fuzzy Theory and Intelligent InformaticsEnglish

PapersRough Set Based Knowledge Acquisition and Community Method from Integrity Assessment Cases of BridgesIn refereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;Y.Kimura;S.Tanaka;Y.MikumoMaintenance;Bridge;Knowledge Sharing;Rule-Typed Knowledge;Knowledge Acquisition;Rough SetsJournal of Structural EngineeringVol.45A，pp.533-5411999/3～Japan Society of Civil EngineersJapaneseMany of the existing structures present an ever-increasing demand for maintenance and repair. It is needed in the first place to diagnose such structures correctly. The diagnoses have been dependent to date upon experts of long experience. To meet the increasing demand for maintenance and repair and perform diagnoses efficiently and correctly, the development of expert systems is hoped for. The present paper discusses the acquisition and sharing of diagnosis data of experts by using techniques based on the Internet.Kansai University Special Research Fund

PapersApplication of Genetic Algorithms to Rough Sets Based Knowledge Acquisition MethodUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;K.HarakawaSlope Failure;Diagnosis of Danger Level;Knowledge Acquisition;Genetic Algorithms;Rough SetsProc. of Symposium on Application of Fuzzy to Civil and Structural Engineerspp.1-111999/3～Japan Society for Fuzzy Theory and Intelligent InformaticsJapanese

PapersStudy on Analysis Methods of Rainfall Images Using Fractal TheoryUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;Y.Osawa;S.TamaruRainfall Strength;Prediction;Image Processing;Fractal TheoryProc. of Symposium on Application of Fuzzy to Civil and Structural Engineerspp.77-871999/3～Japan Society for Fuzzy Theory and Intelligent InformaticsJapanese

Research reportStudy on Hybrid System of Safety Management and Work Planning of Bridge ConstructionUnrefereedOtherCo-authorHIROKANE MichiyukiWork Planning;Safety Management;Hybrid System;Bridge;ConstructionReport of Survey and Research Committee of JSCE Kansai Regional Branch1999/3～Japan Society of Civil Engineers, Kansai Regional BranchJapanese

International academic conferenceApplication of Chaos Theory to Fuzzy Control of Structural VibrationUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;Y.Nomura;Y.TanakaViblation Control;Fuzzy Control;Chaos TheoryProc. of Asian-Pacific Symposium on Structural Reliability and its Applicationpp.174-1831999/2～APSSRA 99English

International academic conferenceData Mining and Analysis for Landslide Risk Using Neural NetworksUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;T.Kobayashi;H.Furuta;S.TanakaLandslide;Danger Level;Data Mining;Neural NetworkArtificial Intellgence and Mathematical Methods in Pavement and Geomechanical Systemspp.93-971998/11～A.A.BALKEMA PublishersEnglish

International academic conferenceEvaluation of Rule-Type Knowledge Extracted by Rough Set Theory from Diagnostic Cases of Slope-Failure Danger LevelsUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;S.Tanaka;T.KobayashiSolope Failure;Danger Level;Knowledge Evaluation;Knowledge Acquisition;Rough SetsArtificial Intellgence and Mathematical Methods in Pavement and Geomechanical Systemspp.99-1071998/11～A.A.BALKEMA PublishersEnglishKansai University Special Research Fund

Academic presentationApplication of Genetic Algorithms to Identification Problem of StructuresUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;M.Morisaki;H.FurutaStructures;Identification Problem;Genetic AlgorithmsProc. of JSCE Annual MeetingCS-70，pp.138-1391998/10～Japan Society of Civil EngineersJapaneseGrant-in-Aid for Scientific Research

Academic presentationApplication of Chaos Theory to Fuzzy Control of Structural VibrationUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.Nomura;H.FurutaStructures;Vibration Control;Fuzzy Theory;Rough SetsProc. of JSCE Annual MeetingCS-83，pp.164-1651998/10～Japan Society of Civil EngineersJapaneseGrant-in-Aid for Scientific Research

Academic presentationStudy on Safety Management and Risk Evaluation in Erection of Steel BridgesUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Komori;A.Miyamoto;N.EgoshiBridge;Construction Methods;Safety Management;Accident Case;WWWProc. of JSCE Annual MeetingCS-86，pp.170-1711998/10～Japan Society of Civil EngineersJapanese

BookABC of Frotran ProgrammingUnrefereedOtherCo-authorHIROKANE Michiyuki;Y.Horii;S.Tanaka;T.Kobayashi;Y.Kimura;H.Kurokuzu;F.Miyashita;Y.HidakaProgramming;FORTRANOhmshapp.109-1381998/9～OhmshaJapanese

BookRough Sets in Knowledge Discovery2: Applications,Case Studies and SoftwareIn refereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;Y.MikumoDiagnosis Cases;Slope Failure;Rule Based Knowledge;Knowledge Acquisition;Rough SetsPhysica Verlag, Springer VerlagChapter 10，pp.178-1921998/9～Physica Verlag, Springer VerlagEnglish

Research reportStudy on Disaster Prevention Awareness and Disaster Estimation Using Artificial Life and MultimediaUnrefereedOtherCo-authorHIROKANE MichiyukiArtificial Life;Multimedia;Disaster Estimation;Disaster Prevention AwarenessKansai University Special Research Fund1998/9～Kansai UniversityJapanese

International academic conferenceA Color Designing Method of Bridge by Using Rough Sets and Genetic AlgorithmUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;S.Tanaka;Y.MikumoBridge;Design Support;Color Determination;Genetic Algorithms;Rough SetsEngineering Design and Automation Journal (EDA '98)pp.1-101998/8～Technology systems,IncEnglish

PapersRough Set Based Knowledge Acquisition from Cases for Integrity Assessment of Bridge StructuresIn refereedAcademic JournalCo-authorHIROKANE Michiyuki;H.FurutaManagement;Bridge;Rule Based Knowledge;Knowledge Acquisition;Rough SetsJournal of Computer-Aided Civil and Infrastructure EngineeringVol.13，Issue 4，pp.265-2731998/6～Blackwell PublishersEnglishMany existing structures present an ever-increasing demand for maintenance and repair. It is necessary in the first place to diagnose such structures correctly. The diagnoses have been dependent to date on experts of great experience. To meet the increasing demand for maintenance and repair and perform diagnoses efficiently and correctly, the development of expert systems is hoped for. This article discusses application of rough-set theory to the acquiement of experiential knowledge contained in diagnostic cases. Rough-set theory was applied to cases in which experts diagnosed the damage of bridges, and a minimal-decision algorithm was derived that could make diagnoses equivalent to those of the experts. In addition, a method of deriving rules from the minimal-decision algorithm for the construction of expert systems is discussed.

International academic conferenceApplication of Rough Set Theory to Integrity Assessment of Reinforced Concrete BridgesUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;S.Tanaka;Y.MikumoManagement;Bridge;Concrete Slab;Integrity Assessment;Rough SetsProc. of International Conference on Artificial Intelligence for Engineeringpp.224-2301998/6～Huazhong University of Science and Technology PressEnglishKansai University Special Research Fund

Academic presentationDesign Support System of Natural Park Using Artficial Life TechnologyUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;Y.GotoNatural Park;Design Support;Artificial LifeProc. of Fuzzy System Symposiumpp.489-4901998/6～Japan Society for Fuzzy Theory and Intelligent InformaticsJapaneseGrant-in-Aid for Scientific Research

Academic presentationActive Control of Structural Vibration Using Chaos Theory and Fuzzy TheoryUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;Y.NomuraStructures;Active Control;Vibration Control;Fuzzy Theory;Chaos TheoryProc. of Fuzzy System Symposiumpp.491-4921998/6～Japan Society for Fuzzy Theory and Intelligent InformaticsJapaneseGrant-in-Aid for Scientific Research

International academic conferenceDevelopment of Knowledge-Based System for Risk Analysis in Construction Works of Prestressed Concrete BridgeUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;A.Miyamoto;H.Konishi;T.Ueda;Y.FujiokaPrestressed Concrete Bridge;Construction Works;Risk Evaluation;Knowledge Based SystemProc. of FIP '98 Congresspp.799-8021998/5～A. A. Balkema PublishersEnglish

PapersRough Set Based Knowledge Acquisition Method from Integrity Assessment Data of BridgeIn refereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;S.Tanaka;Y.MikumoMaintenance;Bridge;Rule-Typed Knowledge;Knowledge Acquisition;Rough SetsJournal of Structural EngineeringVol.44A，pp.521-5281998/3～Japan Society of Civil EngineersJapaneseMany of the existing structures present an ever-increasing demand for maintenance and repair. It is needed in the first place to diagnose such structures correctly. The diagnoses have been dependent to date upon experts of long experience. To meet the increasing demand for maintenance and repair and perform diagnoses efficiently and correctly, the development of expert systems is hoped for. The present paper discusses the application of the rough set theory to the acquirement of experiential knowledge contained in diagnostic cases. The rough set theory was applied to cases in which experts diagnosed the damage of bridges, and minimum decision algorithm was derived which could make diagnoses equivalent to those by experts. also a method of deriving rules from the minimum decision algorithm for the construction of expert systems is discussed.Kansai University Special Research Fund

PapersApplication of Genetic Algorithms to Repair Plan of Airport InstitutionUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;N.Fukuda;O.KawakamiAirport Facility;Repair Planning;Genetic AlgorithmsProc. of Symposium on Application of Fuzzy to Civil and Structural Engineerspp.1-111998/3～Japan Society for Fuzzy Theory and Intelligent InformaticsJapanese

PapersApplication of Chaos Theory to Fuzzy Control of Structural VibrationUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;Y.NomuraStructures;Vibration Control;Fuzzy Theory;Chaos TheoryProc. of Symposium on Application of Fuzzy to Civil and Structural Engineerspp.61-711998/3～Japan Society for Fuzzy Theory and Intelligent InformaticsJapaneseGrant-in-Aid for Scientific Research

Research reportStudy on Guidance System for Underground Shopping Center in OsakaUnrefereedOtherCo-authorHIROKANE MichiyukiUnderground Shopping Center;Guidance System;OsakaJapan Information Processing Service Co., Ltd.1998/3～System Research Institute Co., Ltd.Japanese

Research reportStudy on Fuzzy Control of Structure Vibration Using Chaos Theory and Genetic AlgorithmsUnrefereedOtherCo-authorHIROKANE MichiyukiChaos Theory;Genetic Algorithms;Fuzzy Theory;Vibration Control;StructuresGrant-in-Aid for Scientific Research (Basic Research B)1998/3～Ministry of Education, Culture, Sports, Science and TechnologyJapanese

PapersRough Set Based Knowledge Acquisition Method from Diagnosis Data of Slope-failure Danger LevelIn refereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;S.Nakai;Y.MikumoSlope Failure;Rule-Typed Knowledge;Knowledge Acquisition;Rough SetsJournal of Japan Society of Civil EngineersNo.582，III-41，pp.285-2941997/12～Japan Society of Civil EngineersJapaneseIn this paper, a fundamental general idea of rough set is described, which has attracted attention as a basic method to treat the knowledge that can not be distinguished in observation data, and the possibility of applying the rough set is discussed in acquisition of experienced knowledge from observation data. A minimum decision algorithm is demonstrated by using an example of slope-failure diagnosis. Using the real data, it is confirmed that the method developed is useful for the acquisition of expertise, which is very important and inevitable to build a practical expert system.

International academic conferenceApplication of Rough Sets Theory to Inference of Damage Causes on Reinforced Concrete SlabsUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.FurutaManagement;Bridge;Concrete Slab;Integrity Assessment;Rough SetsProc. of ACI Fall Conventionpp.1-61997/11～American Concrete InstituteEnglish

International academic conferenceRough-Set-Based Diagnosis Model of Slope-Failure Danger LevelUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;S.Nakai;Y.MikumoSlope Failure;Danger Level;Rough SetsComputers in the Practice of Building and Civil Enginneringpp.402-4061997/9～Association of Finish CivilEnglish

International academic conferenceThe Estimation of Landslide Risk by Neural NetworksUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;T.Kobayashi;H.Furuta;T.Hoko;I.TakekawaLandslide;Risk Estimation;Neural NetworkComputers in the Practice of Building and Civil Enginneringpp.407-4101997/9～Association of Finish CivilEnglish

BookFortran ProgrammingUnrefereedOtherCo-authorHIROKANE Michiyuki;Y.Kimura;H.Kurokuzu;T.Kobayashi;S.Tanaka;Y.Horii;F.MiyashitaProgramming;FORTRANKansai Universtiy Presspp.109-1401997/9～Kansai Universtiy PressJapanese

Academic presentationApplication of Chaos Theory to Short Term PredictionUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;M.Morisaki;H.Furuta;H.KondoWind Speed;Short Term Prediction;Chaos TheoryProc. of JSCE Annual MeetingCS-118，pp.236-2371997/9～Japan Society of Civil EngineersJapaneseGrant-in-Aid for Scientific Research

Academic presentationStudy on Safety Management System in Construction of Prestressed Concrete BridgesUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;S.Haku;H.Konishi;A.MiyamotoBridge;Construction Methods;Safety Management;Accident Case;WWWProc. of JSCE Annual MeetingCS-119，pp.238-2391997/9～Japan Society of Civil EngineersJapanese

International academic conferenceRough Set Based Knowledge Acquisition Method from Cases for Integrity Assessment of Bridge StructuresUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;Y.MikumoManagement;Bridge;Integrity Assessment;Knowledge Acquisition;Rough SetsProc. of ICCCBE-Ⅵpp.1395-14001997/8～Techno-PressEnglish

International academic conferenceThe Decision Support System for Color of Car Body Using Genetic Algorithm and Rough SetsUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;T.Kobayashi;H.Furuta;S.Tanaka;Y.MikumoDecision Support;Kansei Engineering;Color Determination;Genetic Algorithms;Rough SetsProc. of International Symposium on Optimization and Innovative Designpp.1-61997/7～Japan Society of Mechanical EngineersEnglish

Research reportStudy on Modeling and System of Safety Management in Bridge ConstructionUnrefereedOtherCo-authorHIROKANE MichiyukiSafety Management;Bridge;ConstructionReport of Collaborative Research Group of JSCE Kansai Regional Branch1997/7～Japan Society of Civil Engineers, Kansai Regional BranchJapanese

International academic conferenceRough-Set Based Analysis Method of Observation Data for Diagnosing Slope-Failure Danger LevelUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;Y.MikumoSlope-Failure;Case Based System;Observation Data;Rough SetsProc. of IFSA '97pp.199-2041997/6～ACADEMIAEnglish

Academic presentationApplication of Rough Sets Theory to Diagnosis of Slope Failure Danger LevelsUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;Y.MikumoSlope Failure;Diagnosis of Danger Level;Rough SetsProc. of Fuzzy System Symposiumpp.527-5301997/6～Japan Society for Fuzzy Theory and Intelligent InformaticsJapanese

PapersGA Based Acquisition Method of Minimal Decision Algorithm from Assessment Cases of Danger Level for Natural SlopesUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;Y.MikumoSlope Failure;Diagnosis of Danger Level;Genetic Algorithms;Rough SetsProc. of Symposium on Application of Fuzzy to Civil and Structural Engineerspp.73-821997/3～Japan Society for Fuzzy Theory and Intelligent InformaticsJapanese

PapersShort Term Prediction of Wind Speed Using Chaos TheoryUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;H.Kondo;M.MorisakiWind Speed;Short Term Prediction;Chaos TheoryProc. of Symposium on Application of Fuzzy to Civil and Structural Engineerspp.83-921997/3～Japan Society for Fuzzy Theory and Intelligent InformaticsJapaneseGrant-in-Aid for Scientific Research

Research reportDevelopment of Disaster Monitoring System Using Chaos TheoryUnrefereedOtherCo-authorHIROKANE MichiyukiChaos Theory;Disaster Prevention;Monitoring SystemCTI Engineering Co., Ltd.1997/3～System Research Institute Co., Ltd.Japanese

International academic conferenceA Color Determination Method of Bridge Beam by Using 'Rough Sets' and 'Fuzzy Theory'UnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;S.Tanaka;Y.Mikumo;T.KobayashiColor Determination;Bridge Design;Fuzzy Sets;Rough SetsProc. of International Workshop Rough Sts, Fuzzy Sets and Machine Discovery (RSFD 96)pp.276-2831996/11～Japanese Research Group on Rough SetsEnglishKansai University Grant-in-Aid for the Faculty Joint Research Program

International academic conferenceApplication of Knowledge Based Expert System in Steel Bridge ManagementUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;S.Tanaka;Y.MikumoManagement;Steel Bridge;Knowledge Based SystemStructural Reliability in Bridge Engineering (NSF96)pp.213-2181996/10～Greyden PressEnglishKansai University Grant-in-Aid for the Faculty Joint Research Program

PapersAccident Prediction System and Safety Management for Bridge Erection Using Personal ComputerUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Konishi;A.MiyamotoBridge;Construction Methods;Safety Management;Accident Prediction;Knowledge RepresentationProc. of Symposium on Safety Engineeringpp.199-2021996/10～Science Council of JapanJapanese

PapersColor Determination Method of Car Body Using Genetic Algorithms and Rough SetsUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;S.Tanaka;Y.MikumoCar;Color Determination;Design Support;Genetic Algorithms;Rough SetsProc. of Symposium on Optimum DesignNo.96-7，pp.13-181996/9～The Japan Society of Mechanical EngineersJapanese

Academic presentationDiagnosis Process of Accident Prediction in Bridge ConstructionUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;S.Haku;N.Tsuchitori;H.Komori;M.TaniguchiBridge;Construction Methods;Accident Prediction;Knowledge Based SystemProc. of JSCE Annual MeetingCA-139，pp.278-2791996/9～Japan Society of Civil EngineersJapanese

Academic presentationA Basic Idea for ”Eco-Friendly” Design of Civil StructuresUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;S.Tanaka;Y.Mikumo;T.KobayashiCivil Structures;Aesthetic Design;Design Support;Rough SetsProc. of JSCE Annual MeetingCS-142，pp.284-2851996/9～Japan Society of Civil EngineersJapaneseKansai University Research Grants

International academic conferenceA Basic Design for ”Eco-Friendly” Design of Civil StructuresUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;S.Tanaka;Y.Mikumo;T.KobayashiEco-Friendly;Design Support;Genetic AlgorithmsProc. of Third Canadian Conference on Computing in Civil and Building Engineeringpp.360-3681996/8～Canadian Society of Civil EngineeringEnglishKansai University Research Grants

International academic conferenceKnowledge-Based System for Diagnosis and Planning of Solid Waste Disposal ServicesUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;H.HabaraSolid Waste Disposal;Diagnosis;Plan;Genetic Algorithms;Knowledge Based SysytemProc. of CITAEC 96pp.145-1521996/5～CI-PREMIER PRESSEnglish

International academic conferenceA Basic Architecture of ”Eco-Friendly” Design System for Civil StructwresUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;S.Tanaka;Y.Mikumo;T.KobayashiEco-Friendly;Design Support;Genetic AlgorithmsProc. of CITAEC 96pp.113-1201996/5～CI-PREMIER PRESSEnglishKansai University Research Grants

PapersA Basic Architecture of Car Design Support System for Increasing Consumption MindsUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;S.Tanaka;Y.Mikumo;T.KobayashiKansei Engineering;Car;Design Support;Fuzzy Theory;Rough SetsProc. of JSCES Annual MeetingVol.1，pp.31-341996/5～The Japan Society of Computational Engineering and ScienceJapanese

Academic presentationStudy on Safety Management System in Bridge ConstructionUnrefereedAcademic JournalCo-authorHIROKANE MichiyukiBridge;Construction Methods;Safety Management;Accident Case;WWWProc. of JSCE Kansai Regional Branch Annual MeetingG-4，pp.1-21996/5～Japan Society of Civil EngineersJapanese

BookC ProgrammingUnrefereedOtherCo-authorHIROKANE Michiyuki;Y.Kimura;S.Kimura;T.Kobayashi;S.Kobayashi;C.Aoyama;Y.Horii;F.MiyashitaProgramming;C LanguageKansai Universtiy Presspp.83-132，pp.215-2441996/4～Kansai Universtiy PressJapanese

PapersRough Sets and Fuzzy Sets Based Color Determination Method of BridgesUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;S.Tanaka;Y.Mikumo;T.KobayashiBridge;Color Determination;Design Support;Fuzzy Theory;Rough SetsProc. of Symposium on Application of Fuzzy to Civil and Structural Engineerspp.65-741996/3～Japan Society for Fuzzy Theory and Intelligent InformaticsJapaneseKansai University Research Grants

Research reportStudy on Vibration Control of Structures Using Fuzzy Active ControlUnrefereedOtherCo-authorHIROKANE MichiyukiFuzzy Theory;Active Control;Vibration ControlHitachi Zosen Corporation1996/3～System Research Institute Co., Ltd.Japanese

Study on Analysis Methods of Observation Data for Diagnosing Slope-Failure Danger LevelIn refereedOtherSingle-AuthorHIROKANE MichiyukiKnowledge Acquisition;Multivariate Analysis;Rough Sets;S-P Score Table;Slope FailureDoctoral Thesis (Hiroshima University)pp.1-2441996/1～Doctoral Thesis (Hiroshima University)Japanese

PapersA Basic Idea for ”Eco-Friendly” Design Support System of Civil StructuresUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;S.Tanaka;Y.Mikumo;T.KobayashiCivil Structures;Aesthetic Design;Design Support;Fuzzy Theory;Rough SetsProc. of Symposium on System Optimizationpp.109-1141995/12～Japan Society of Civil EngineersJapaneseKansai University Research Grants

PapersKnowledge Acquisition Technique from the Observation Data with Rough Set TheoryIn refereedIn-house publicationSingle-AuthorHIROKANE MichiyukiSlope Failure;Knowledge Acquisition;Rough SetsJournal of InformaticsVol.2，pp.43-631995/10～Faculty of Informatics, Kansai UniversityJapaneseIn this studies, I describe about a fundamental general idea of rough set that attracted attention as foundations technology to treat the knowledge that can't be distinguished in observation data, and possibility of application of rough set in acquisition of experienced knowledge in observation data. And, I extract very small decision algorithm in observation data of collapse danger degree diagnosis of nature slope, and suggest a method to guide a rules using the result. At the same time, observation data include the case that contradiction is contained, and it is necessary to expel these observation data which contradicted when take down judgement. So, I show it using real observation data about a method to extract these contradiction.

PapersA Basic Idea for ”Eco-Friendly” Design of Civil StructuresUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;S.Tanaka;T.Kobayashi;Y.MikumoCivil Structures;Aesthetic Design;Design Support;Fuzzy Theory;Rough SetsProc. of Symposium on Civil Engineering Computational Technologypp.99-1021995/10～Japan Society of Civil EngineersJapaneseKansai University Research Grants

Academic presentationRough Set Based Knowledge Acquisition Method from Diagnosis Data of Slope-failure Danger LevelUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;I.Mikami;T.UedaSlope Failure;Diagnosis of Danger Level;Knowledge Acquisition;Rough SetsProc. of JSCE Annual MeetingCS-150，pp.300-3011995/9～Japan Society of Civil EngineersJapanese

International academic conferenceApplication of Genetic Algorithms and Expert System to Design and Planning of Solid Waste DisposalUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Furuta;H.HabaraSolid Waste Disposal;Design;Planning;Genetic Algorithms;Expert SystemProc. of AI CIVIL-COMP 95pp.205-2121995/8～CIVIL-COMP PRESSEnglish

Research reportDevelopment of Long-Term Planning for Road InfrastructuresUnrefereedOtherCo-authorHIROKANE MichiyukiPlanning;Road InfrastructuresChuo Fukken Consultants Co., Ltd.1995/3～System Research Institute Co., Ltd.Japanese

Research reportStudy on Modeling and System of Safety Management in Bridge ConstructionUnrefereedOtherCo-authorHIROKANE MichiyukiSafety Management;Bridge;ConstructionReport of Collaborative Research Group of JSCE Kansai Regional Branch1995/3～Japan Society of Civil Engineers, Kansai Regional BranchJapanese

PapersEvaluation of Three Dimentional Topographic Data to General Road DesignUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;T.Tanaka;M.Adachi;K.NishiDesign Support;General Road Design;Three Dimentional Topographic Data;Expert SystemProc. of JCCA Annual Research Meetingpp.45-521994/9～The Japan Civil Engineering Consultants AssociationJapanese

Research reportStudy on Knowledge Information Processing for Civil Structures: Final ReportUnrefereedOtherCo-authorHIROKANE MichiyukiKnowledge Information Processing;Civil StructuresReport of Collaborative Research Group of JSCE Kansai Regional Branch1994/7～Japan Society of Civil Engineers, Kansai Regional BranchJapanese

PapersApplication of Three Dimensional Topographic Data to General Road DesignUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;M.Adachi;T.Tanaka;K.NishiDesign Support;General Road Design;Three Dimensional Topographic Data;Expert SystemProc. of Symposium on System Optimizationpp.53-581993/12～Japan Society of Civil EngineersJapanese

PapersApplicability of Expert System to the Field of Solid Waste DisposalUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Habara;T.Matsutou;N.TanakaFire Processing Facility;Waste Disposal;Expert SystemProc. of Symposium on System Optimizationpp.27-321993/12～Japan Society of Civil EngineersJapanese

Academic presentationKnowledge for Expert System on Planning Garbage Collection and TransportationUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;T.Matsutou;N.Tanaka;H.Inoue;H.HabaraWaste Disposal;Collection and Transportation;Planning Support;Knowledge Based SystemProc. of JSWM Annual Meetingpp.157-1591993/10～Japan Society of Material Cycles and Waste ManagementJapanese

Academic presentationClassification of Assessment Data for Danger Level of Natural Slopes by Normalized S-P Score TableUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;I.Mikami;T.UedaSlope Failure;Diagnosis of Danger Level;S-P Score TableProc. of JSCE Annual MeetingVI-171，pp.362-3631993/9～Japan Society of Civil EngineersJapanese

Academic presentationDesign Support System for Sediment-related Disaster Restoration Work Using Photographic InformationUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;K.Nishi;T.Tanaka;N.Fukuda;H.SasakiSediment-Related Disaster;Restoration Work;Design Support;Image ProcessingProc. of JSCE Annual MeetingVI-55，pp.130-1311993/9～Japan Society of Civil EngineersJapanese

PapersEvaluation of Judgement Factors and Results in Assessing Danger Level of Natural Slopes by S-P Score TableIn refereedAcademic JournalCo-authorHIROKANE Michiyuki;I.MIkami;T.UedaEvaluation System;Case Based System;Slope Failure;S-P Score TableJournal of Japan Society of Civil EngineersVol.474，VI-20，pp.115-1241993/9～Japan Society of Civil EngineersJapaneseIn the present paper, the results of specialists' assessment of danger levels are compiled using the s-p score table. A method is proposed here as to the determination of the weight of judgement factor which is rather difficult but very important to the engineers, and the viability of the method is evaluated. Furthermore a method is also suggested to evaluate the judgement of an inexperienced engineer by using the compiled judgements of specialists. In case the inexperienced engineer's judgement is not in conformity with that of the specialist the cause or reason is informed to the inexperienced engineer and the same judgement of a specialist is made possible.

International academic conferenceKnowledge Acquisition and Evaluation for Selection of Slope Protection StructuresUnrefereedOtherCo-authorHIROKANE Michiyuki;I.Mikami;K.Yagashira;K.KawanoKnowledge Acquisition;Slope Protection;Knowledge Based SystemProc. of AI CIVIL-COMP 93pp.161-1691993/8～CIVIL-COMP PRESSEnglish

Academic presentationDesign Support System for Sediment-related Disaster Restoration Work Using Photographic InformationUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;K.Nishi;T.Tanaka;N.Fukuda;H.SasakiSediment-Related Disaster;Restoration Work;Design Support;Image ProcessingProc. of JGS Annual MeetingC-7，pp.189-1901993/5～The Japanese Geotechnical SocietyJapanese

Research reportStudy on Knowledge Information Processing for Civil Structures: Middle ReportUnrefereedOtherCo-authorHIROKANE MichiyukiKnowledge Information Processing;Civil StructuresReport of Collaborative Research Group of JSCE Kansai Regional Branch1993/5～Japan Society of Civil Engineers, Kansai Regional BranchJapanese

Academic presentationStudy on Design Support System of Garbage Destruction by Fire Processing InstitutionsUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;H.Adachi;T.Matsutou;N.Tanaka;H.Habara;Y.KakutaWaste Disposal;Fire Processing;Design Support;Expert SystemProc. of JSWM Annual Meetingpp.231-2341992/11～Japan Society of Material Cycles and Waste ManagementJapanese

Academic presentationExpert System on Selecting Construction Methods of Sewer PipeUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.Yoshinami;T.ImaidaPipe Line;Sewer Pipe;Construction Method Selection;Expert SystemProc. of JSCE Annual MeetingVI-228，pp.478-4791992/9～Japan Society of Civil EngineersJapanese

Academic presentationEvaluation of Diagnosis Results on Danger Level of Natural Slopes Using S-P Score TableUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;I.Mikami;T.UedaSlope Failure;Diagnosis of Danger Level;S-P Score TableProc. of JSCE Annual MeetingIII-408，pp.856-8571992/9～Japan Society of Civil EngineersJapanese

Research reportPossibility and Applicability of Expert System to Civil EngineeringUnrefereedOtherCo-authorHIROKANE MichiyukiExpert System;Knowledge Information Processing;Civil EngineeringReport of Collaborative Research Group of JSCE Kansai Regional Branch1992/7～Japan Society of Civil Engineers, Kansai Regional BranchJapanese

PapersEvaluation of Safety for Slope Disaster Using S-P Score TableUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;I.Mikami;T.UedaSlope Failure;Diagnosis of Danger Level;S-P Score TableProc. of Symposium on Safety Engineeringpp.105-1081992/6～Science Council of JapanJapanese

PapersExpert System for Selecting Construction Methods of Sewer PipeUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.Yoshinami;T.ImaidaConstruction Methods Selection;Pipe Line;Sewer Pipe;Expert SystemProc. of AWSCJ Annual Technical Meetingpp.94-991992/3～Association of Water and Sewage Works Consultants JapanJapanese

PapersApplication of S-P Score-Table to Data Base on Assessing Danger Level of Natural Slope for Highway ConstructionIn refereedAcademic JournalCo-authorHIROKANE Michiyuki;I.Mikami;T.UedaCase Based System;Slope Failure;S-P Score TableJournal of Symposium on Database of Geotechnical Informationpp.199-2061991/11～The Japanese Geotechnical SocietyJapaneseIn the present paper, the results of specialists' assessment of danger levels are compiled using the s-p score table. A method is proposed here as to the determination of the weight of judgement factor which is rather difficult but very important to the engineers, and the viability of the method is evaluated. Furthermore a method is also suggested to evaluate the judgement of an inexperienced engineer by using the compiled judgements of specialists. In case the inexperienced engineer's judgement is not in conformity with that of the specialist the cause or reason is informed to the inexperienced engineer and the same judgement of a specialist is made possible.

PapersApplication of S-P Score-Table to Assessing Danger Level of Natural SlopeIn refereedAcademic JournalCo-authorHIROKANE Michiyuki;T.Ueda;I.MikamiCase Based System;Slope Failure;S-P Score TableJournal of Symposium on Civil Engineering Computational Technologypp.255-2621991/10～Japan Society of Civil EngineersJapaneseIn the present paper, the results of specialists' assessment of danger levels are compiled using the s-p score table. A method is proposed here as to the determination of the weight of judgement factor which is rather difficult but very important to the engineers, and the viability of the method is evaluated. Furthermore a method is also suggested to evaluate the judgement of an inexperienced engineer by using the compiled judgements of specialists. In case the inexperienced engineer's judgement is not in conformity with that of the specialist the cause or reason is informed to the inexperienced engineer and the same judgement of a specialist is made possible.

PapersApplication of S-P Score Table to Diagnosis of Danger Level for Natural SlopesUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;T.Ueda;I.MikamiSlope Failure;Diagnosis of Danger Level;S-P Score TableProc. of JSAI Knowledge Based System Research Division Annual Meetingpp.87-961991/10～The Japan Society for Artificial IntelligenceJapanese

Academic presentationExpert System on Selecting Construction Methods of Sewer PipeUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.Yoshinami;T.ImaidaPipe Line;Sewer Pipe;Construction Method Selection;Expert SystemProc. of JSCE Annual MeetingVI-171，pp.368-3691991/9～Japan Society of Civil EngineersJapanese

Academic presentationDiagnosis of Danger Level of Natural Slopes Using S-P Score TableUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;T.Ueda;I.MikamiSlope Failure;Diagnosis of Danger Level;S-P Score TableProc. of JSCE Annual MeetingVI-20，pp.66-671991/9～Japan Society of Civil EngineersJapanese

Academic presentationConstruction of Database on Expert System in the Field fo Civil Engineering and Its AnalysisUnrefereedAcademic JournalCo-authorHIROKANE Michiyuk;I.Mikami;T.Tsuchida;A.KurachiCivil Engineering;Database;Expert SystemProc. of JSCE Annual MeetingVI-173，pp.372-3731991/9～Japan Society of Civil EngineersJapanese

Academic presentationDisaster Prevention System in Model Project of Total Measurements for Ground DisasterUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;T.Ueda;A.ShimizuGround Disaster;Disaster Prevention;Geograhic Information SystemProc. of GSEA Technical Forum 1991pp.423-4261991/9～Geological Survey Enterprises AssociationJapanese

Academic presentationExpert System on Selecting Construction Methods of Sewer PipeUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.Yoshinami;T.ImaidaPipe Line;Sewer Pipe;Construction Method Selection;Expert SystemProc. of JSCE Chugoku Shikoku Regional Branch Annual MeetingVI-1，pp.604-6051991/5～Japan Society of Civil EngineersJapanese

PapersKnowledge Based System on Selecting Construction Methods of Sewer PipeUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;Y.Yoshinami;T.Imaida;K.ToyodaConstruction Method Selection;Pipe Line;Sewer Pipe;Knowledge Based SystemProc. of JCCA Annual Research Meetingpp.99-1081990/7～The Japan Civil Engineering Consultants AssociationJapanese

PapersKnowledge Based System on Diagnosing Danger Level of Natural Slopes Along the RoadUnrefereedIn-house publicationCo-authorHIROKANE Michiyuki;M.Nakamura;I.MikamiNatural Slopes;Diagnosis of Danger Level;Knowledge Based SystemTechnology Reports of Kansai UniversityVol.9，No.3，pp.73-791989/10～Science and Technology Society, Kansai UniversityJapanese

PapersKnowledge Based System on Diagnosing Danger Level of Natural Slopes Along the RoadUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;M.Nakamura;I.MikamiNatural Slopes;Diagnosis of Danger Level;Knowledge Based SystemProc. of Symposium on Civil Engineering Computational Technologypp.69-721989/10～Japan Society of Civil EngineersJapanese

PapersA Knowledge Based System on Selecting Slope Protection MethodsIn refereedAcademic JournalCo-authorHIROKANE Michiyuki;I.Mikami;K.Yagashira;K.KawanoFuzzy Theory;Design Support;Slope Protection Methods;Knowledge Based SystemJournal of Japan Society of Civil EngineersNo.403，VI-10，pp.121-1291989/3～Japan Society of Civil EngineersJapaneseIn the case that a mountain is cut for a road construction, it is necessary to select carefully the most safe, aesthetic, constructible slop protection method. In order to fulfill this need, the civil engineers may be assisted by the expert system. In the present paper, an expert system using a personal computer is constructed and evaluated through actual field data. An expert shell is used to construct easily the system. The factors for selecting the method are weighted by using AHP. The fuzzy theory is adopted for the engineering judgements.

PapersPC Based Expert System on Selecting Slope Protection MethodsUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;K.Yagashira;K.KawanoSlope Protection Methods;Protection Method Selection;Expert SystemJournal of Japan Civil Engineering Consultants Associationpp.24-301988/5～The Japan Civil Engineering Consultants AssociationJapanese

PapersAn Expert System on Selecting Slope Protection MethodsIn refereedAcademic JournalCo-authorHIROKANE Michiyuki;I.Mikami;K.Yagashira;K.KawanoDesign Support;Slope Protection Methods;Expert SystemJournal of Symposium on Engineering Computational Technologypp.201-2081987/10～Japan Society of Civil EngineersJapaneseIn the case that a mountain is cut for a road construction, it is necessary to select carefully the most safe, aesthetic, constructible slop protection method. In order to fulfill this need, the civil engineers may be assisted by the expert system. In the present paper, an expert system using a personal computer is constructed and evaluated through actual field data. An expert shell is used to construct easily the system. The factors for selecting the method are weighted by using AHP. The fuzzy theory is adopted for the engineering judgements.

Academic presentationExpert System for Selecting Slope Protection MethodsUnrefereedAcademic JournalCo-authorHIROKANE Michiyuki;I.Mikami;K.Yagashira;K.KawanoSlope Protection Methods;Protection Methods Selection;Expert SystemProc. of JSCE Chugoku Shikoku Regional Branch Annual MeetingVI-6，pp.383-3841987/5～Japan Society of Civil EngineersJapanese

HIROKANE,Michiyuki

Community Activities

Committee for Application of Expert System to Civil Engineering 1992/4～1994/3
Commitee for Knowledge Information in Civic Structures 1993/4～1995/3
Committee for Planning of Street Bridges 1994/4～1998/3
Committee for Safety Management Systems in Bridge Erection 1995/4～1997/3
Editorial Board of Journal of Structural Engineering 1996/4～1998/3
Committee for Systems of Construction Method and Safety Management in Bridge Erection 1997/4～1999/3
Editorial Board of Journal of Japan Society for Fuzzy Theory 1997/4～2002/3
Administration Committee for Kansai Branch of Japan Society for Fuzzy Theory 1998/4～2000/3
Committee for Visualization and Communalization of Information in Bridge Erection 1999/4～2001/3
Committee for Application of Artificial Intelligent to Optimization of Structural Sysyems 1999/4～2002/3
Committee for Study on Geographical Information System and Global Positioning System 1999/6～2002/3
Editional Board of International Conference on Civil and Structural Engineering Computing
Organizing Committee of 10th IFIP WG 7.5 Working Conference on Reliability and Optimization of Structural Systems 2001/4～2002/3
Committee for Evaluation and Agreement of Stracural Performance Design 2002/4～2007/3
Committee for Safety Issue
Committee for Safety Education 2002/7～2010/6
Committee for Study on Rough Sets 2003/1～2004/3
Committee for Application of Knowledge Information Processing to Investigation of Bridges 2003/4～2005/3
Administration Committee for Kansai Branch of Japan Society for Fuzzy Theory
Working Group for Document Management 2003/5～2004/3
Committee for Social Infrastructure of Informatics 2003/6～2007/3
Working Group for System of Population Estimation 2003/9～2007/8
Civic Committee for promotion of Reginal Informatics 2003/12～2019/3
Working Group for Reginal Security 2005/4～2012/3
Editorial Committee of JSCE Journals 2007/6～2009/5
JSCE Thesis Award Selection Committee 2008/7～2010/5
Subcommittee of Risk Evaluation of Social Infrastructures 2009/4～2012/3
Council for Social Welfare of Takatsuki City 2010/2～2012/3
Subcommittee of Design and Ability Evaluation of Structures for Unassumption Action 2011/9～2013/5
Editorial Committee of JSCE Journals for Division F 2011/4～2014/6

Research Activities Overseas

Kansai University's Overseas Research Program(long term)Sep. 2000-Sep. 0,Canada University of British Columbia

Participation in International Conferences

Artificial Intelligence Applications in Civil and Structural Engineering (AI Civil-Comp'93) Aug.1993-Aug. 1993
Artificial Intelligence Applications in Civil and Structural Engineering (AI Civil-Comp'95) Aug.1993-Aug. 1995
First International Congerence on Computing&Information Technology for Architecture,Engineering&Construction (CITAEC'96) May1993-May 1996
Third Canadian Conference on Computing in Civil and Building Engineering Aug.1993-Aug. 1996
Structual Reliability in Bridge Engineering (NSF'96) Oct.1993-Oct. 1996
The fourth International Workshop Rough Sets,Fuzzy Sets and Machine Discovery (RSFD'96) Nov.1993-Nov. 1996
Seventh IFSA World Congress Jun.1997-Jun. 1997
International Symposium on Optimization and Innovative Design Jul.1997-Jul. 1997
The Seventh International Conference on Computing in Civil and Building Engineering (ICCBE'97) Aug.1997-Aug. 1997
Computers in the Practice of Building and Civil Engineering (ECCE'97 Symposium) Sep.1997-Sep. 1997
American Concrete Institute Fall Convention Nov.1997-Nov. 1997
FIP 1998 Congress (Challinges for Concrete in The Next Millennium) May1998-May 1998
The International Conference on Artificial Interlligence for Engineering Jun.1998-Jun. 1998
Advances in Engineering Design and Automation Research II (EDA'98) Aug.1998-Aug. 1998
Artificial Intelligence and Mathematical Methods in Pavement and Geomechanical Nov.1998-Nov. 1998
International Conference on Engineering Design and Automation (EDA'99) Aug.1999-Aug. 1999
Artificial Intelligence Applications in Civil and Structural Engineering (AI Civil-Comp'99) Sep.1999-Sep. 1999
Korea-Japan Joint Seminar on Steel Bridges (JSSB-KJ5) Oct.1999-Oct. 1999
Advances in Engineering Design and Automation Reseach II (EDA'00) Jul.2000-Aug. 2000
Artificial Intelligence and Mathematical Methods in Pavement and Geomechanical Aug.2000-Aug. 2000
Reliability and Optimization of Structural System (IFIP WG7.5) Sep.2000-Sep. 2000
Creative Systems in Structural and Construction Engineering (ISEC-01) Jan.2001-Jan. 2001
Genetic and Evolutionary Computing Conference (GECCO'01) Jul.2001-Jul. 2001
Conference on Reliability and Optimization of Structual Systems (IFIP WG7.5) Mar.2002-Mar. 2002
The Third International Conference of Engineering Computational Technology (ECT'02) Sep.2002-Sep. 2002
The First FIB Congress Oct.2002-Oct. 2002
Workshop on Smart Structural Systems Oct.2002-Oct. 2002
The Seventh International Conference on the Application of Artificial Intelligence to Civil and Structural Engineering (AI Civil-Comp'03) Sep.2003-Sep. 2003
The First Workshop on Rough Sets and Kansei Engineering Sep.2003-Sep. 2003
The Fourth International Conference of Engineering Computational Technology (ECT'04) Sep.2004-Sep. 2004
The Second International Conference on Bridge Maintenance, Safety and Management Oct.2004-Oct. 2004
The Third International Conference on Education and Information Systems : Technologies and Applications Jul.2005-Jul. 2005
SITE2007 Mar.2007-Mar. 2007
International Conference on Civil, Structural and Environmental Engineering Computing Sep.2007-Sep. 2007
ICOSSAR2009 Sep.2009-Sep. 2009
ICVRAM 2011 Apr.2011-Apr. 2011
EURODYN2011 Jul.2011-Jul. 2011
APSSRA 2012 May2012-May 2012
International Conference on Civil, Structural and Environmental Engineering Computing Sep.2013-Sep. 2013
ICVRAM2014 Jul.2014-Jul. 2014
International Conference on Civil, Structural and Environmental Engineering Computing Sep.2015-Sep. 2015
SCIS&ISIS2016 Aug.2016-Aug. 2016
SCIS&ISIS2012 Nov.2012-Nov. 2012

Foreign Languages

Foreign language presenting research result at international conference:英語
Foreign language preparing written thesis for presentation at international conference:英語