Updated on 2024/09/22

写真a

 
HIROKANE,Michiyuki
 
Organization
Faculty of Informatics Professor
Title
Professor
Contact information
メールアドレス
External link

Degree

  • Doctor of Engineering ( 1996.1 )

Research Areas

  • Social Infrastructure (Civil Engineering, Architecture, Disaster Prevention) / Social systems engineering

  • Social Infrastructure (Civil Engineering, Architecture, Disaster Prevention) / Safety engineering

  • Informatics / Intelligent informatics

  • Informatics / Soft computing

Education

  • Hiroshima University   Faculty of Science   Mathematics

    - 1983

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    Country: Japan

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Research History

  • Kansai University/Professor

    2004.4

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  • Kansai University/Associate Professor

    1997.4 - 2004.3

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  • Kansai University/Lecturer

    1994.4 - 1997.3

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  • FUKKEN Co. Ltd.

    1983.4 - 1993.3

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Professional Memberships

  • システム制御情報学会

    2014.4 - Present

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  • The Institute of Electronics, Information and Communication Engineers

    1999 - Present

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  • Japanese Society for Fuzzy Theory and Intelligent Informatics

    1996 - Present

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  • Japanese Society for Artificial Intelligence

    1992 - Present

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  • Information Processing Society of Japan

    1992 - Present

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  • Japanese Geotechnical Society

    1991 - Present

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  • Japan Society for Educational Technology

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  • Japanese Society forInformation and Systems in Education

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  • Japanese Society of Civil Engineering

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Committee Memberships

  •   研究企画委員会・委員  

    2016.6 - Present   

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  •   事業委員会・委員  

    2014.4 - Present   

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  •   安全問題討論会実行小委員会・委員長  

    2012.7 - Present   

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  •   論文集編集委員会・英文論文集編集小委員会・委員  

    2012.6 - 2014.6   

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  •   論文集編集委員会・F6分冊編集小委員会・委員長  

    2012.6 - 2014.6   

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  •   論文集編集委員会・編集調整会議・委員  

    2012.6 - 2014.6   

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  •   正会員  

    2005 - Present   

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  •   正会員  

    2002 - Present   

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  •   member  

    1999 - Present   

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  •   Member  

    1996 - Present   

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  •   Member  

    1996 - Present   

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  •   Member  

    1992 - Present   

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  •   正会員  

    1992 - Present   

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  •   Member  

    1992 - Present   

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  •   Member  

    1991 - Present   

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  •   Member  

    1991 - Present   

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  •   Member  

    1988 - Present   

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  • Japanese Society of Civil Engineering   Member  

    1988 - Present   

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Papers

  • 深層学習による急傾斜地警戒個所の設定

    広兼 道幸, 谷 麗奈, 倉本 和正

    安全工学シンポジウム(日本学術会議)   OS-10-4,pp.127-130   2023.6

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  • 機械学習を用いた類似労働災害事例の抽出と安全教育への活用

    広兼 道幸, 羅 子健

    安全工学シンポジウム(日本学術会議)   OS-10-5,pp.131-132   2023.6

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  • 類似事故事例の安全教育への活用

    広兼 道幸, 羅 子健

    安全工学シンポジウム(日本学術会議)   OS-20-5,pp.304-307   2022.6

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  • 急傾斜地警戒区域の抽出に対する深層学習の適用

    広兼 道幸, 谷 麗奈, 倉本 和正

    安全工学シンポジウム(日本学術会議)   OS-8-1,pp.152-155   2022.6

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  • 類似労働災害事例抽出へのAIの応用

    広兼道幸, 木村直樹, 羅子健

    安全工学シンポジウム(日本学術会議)   2021.7

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  • CONSIDERING SOCIAL FACTOR IN SETTING OF SEDIMENT DISASTER WARNING AREA USING DEEP LEARNING Reviewed

    ISHII, Tadataka, HIROKANE,Michiyuki, KURAMOTO, Kazumasa, NISHIHARA, Naoki

    Vol.76,No.2   2021.2

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  • ARCS動機づけモデルを用いたVRによる危険予知訓練の評価-地震災害における防災教育を対象として-

    広兼道幸, 江川寿基

    安全工学シンポジウム(日本学術会議)   OS-2-4   2020.7

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  • 災害発生状況の分散表現を用いた類似災害事例の抽出

    広兼道幸, 北川薫, 石井唯嵩

    安全工学シンポジウム(日本学術会議)   OS-2-2   2020.7

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  • 深層学習を用いた土砂災害警戒区域設定のためのデータセットの検討 Reviewed

    広兼道幸, 石井唯嵩, 道財健斗, 倉本和正

    土木学会論文集F6   Vol.75,No.2   2020.3

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  • 土石流警戒区域の設定に対する深層学習の適用 Reviewed

    広兼道幸, 石井唯嵩, 道財健斗, 倉本和正

    JCOSSAR2019論文集(日本学術会議)   Vol.9   2019.10

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  • 危険予知訓練へのVRの適用可能性について

    広兼道幸, 奥島大河

    安全工学シンポジウム(日本学術会議)   OS-9-4   2019.7

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  • 減災に資する市民向けリーフレットの紹介と地域における普及活動~高槻市での「体験型防災講座」を事例として~ Reviewed

    広兼道幸, 長谷川潤, 須藤英明, 磯打千雅子

    地域マネジメント研究   第4号   2019.3

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  • 減災に資する市民向けリーフレットを用いた体験型防災講座

    広兼道幸, 長谷川潤, 須藤英明, 磯打千雅子

    安全問題討論会’18資料集(土木学会)   2018.11

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  • 社会インフラの安全-維持管理における人材育成のMRの活用-

    広兼道幸, 古田均, 森本雄介, 奥島大河

    安全工学シンポジウム(日本学術会議)   OS-7-3   2018.7

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  • 加速度波形データによる高力ボルトの軸力診断への深層学習の適用

    広兼道幸, 麻野貴義, 小西日出幸

    安全工学シンポジウム(日本学術会議)   OS-7-5   2017.7

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  • 加速度波形データによる高力ボルトの軸力診断への深層学習の適応

    広兼道幸, 麻野貴義, 小西日出幸

    システム制御情報学会研究発表講演会公演論文集   351-5   2017.5

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  • 高力ボルトの軸力診断のための振動波形データにおける特徴量の検討 Reviewed

    辻欣輝, 広兼道幸, 麻野貴義, 小西日出幸

    土木学会論文集F6   Vol.72,No.2, pp.I_177-I_182   2017.2

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  • パターン認識を用いた振動波形データによる高力ボルトの軸力診断

    辻欣輝, 広兼道幸, 林勲, 小西日出幸

    安全工学シンポジウム   pp.104-107   2016.7

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  • 減災に資する市民向けリーフレットの活用-高槻市真上公民館でのリーフレットを用いた防災体験教室について-

    長谷川潤, 広兼道幸, 須藤英明, 磯内千雅子

    安全工学シンポジウム   pp.214-217   2016.7

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  • 不安全行動に対する簡易デバイスを用いたモニタリング手法に関する研究 Reviewed

    広兼道幸, 上條健太, 伴場翔

    土木学会論文集F6   Vol.71,No.2, pp.I_77-I_82   2016.1

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  • 集中豪雨疑似体験シミュレータを用いた防災教育の実践と評価 Reviewed

    広兼道幸, 西脇一昭, 松岡隼平

    土木学会論文集F6   Vol.71,No.2, pp.I_147-I_152   2016.1

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  • パターン認識を用いた高力ボルトの軸力推定における特徴量の検討 Reviewed

    辻欣輝, 広兼道幸, 小西日出幸

    構造物の安全性および信頼性,JCOSSAR2015論文集   Vol.8, pp.431-437   2015.10

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  • 不安全行動に対する簡易デバイスを用いたモニタリング手法に関する研究

    上條健太, 広兼道幸, 伴場翔

    安全工学シンポジウム   pp.358-361   2015.7

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  • 防災教育の実践と人間認知信頼性分析

    西脇一昭, 広兼道幸, 松岡隼平

    安全工学シンポジウム   pp.132-135   2015.7

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  • 高力ボルトの軸力診断のための特徴量の検討

    辻欣輝, 広兼道幸

    信頼性シンポジウム   pp.17-22   2014.12

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  • ARを用いた集中豪雨疑似体験システムにおける視聴覚情報の効果

    松岡隼平, 広兼道幸

    信頼性シンポジウム   pp.115-120   2014.12

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  • AR技術を用いた現場における安全管理情報の共有化システムの構築 Reviewed

    広兼道幸, 伴場翔, 大幢勝利, 田邉準一

    土木学会論文集F6   Vol.69,No.2, pp.165-170   2014.1

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  • パターン認識を用いた高力ボルトの軸力診断に関する研究 Reviewed

    広兼道幸, 中田弘一, 小西日出幸, 鈴木直人

    土木学会論文集F6   Vol.69,No.2, pp.69-74   2014.1

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  • 拡張現実感を用いた集中豪雨疑似体験システムの開発と評価 Reviewed

    広兼道幸, 松岡隼平, 辻原涼, 戸松純一, 徳井亮輔

    土木学会論文集F6   Vol.69,No.2, pp.141-146   2014.1

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  • 鋼橋の高力ボルト軸力診断へのカオス理論の適用に関する研究 Reviewed

    広兼道幸, 大江眞紀子, 小西日出幸, 鈴木直人

    土木学会論文集F6   Vol.69,No.2, pp.63-68   2014.1

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  • 災害発生後におけるツィート情報の時系列分析について

    広兼道幸, 宮永真央, 山本尚佳

    安全工学シンポジウム   pp.88-91   2013.7

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  • AR技術を用いた現場における安全管理情報の共有化システムの構築

    田邉隼一, 広兼道幸, 大幢勝利

    安全工学シンポジウム   pp.118-121   2012.7

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  • RealAdaBoostとC4.5を用いた自転車の進行方向検出

    中田弘一, 広兼道幸

    画像センシングシンポジウム講演論文集   pp.IS2_05_1-5   2012.6

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  • Application of AR Based Manual to Prevention of Human Error Reviewed

    R.Tokui, HIROKANE Michiyuki

    Journal of JCOSSAR2012   Vol.7,pp.299-304   2011.10

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  • Application of SVM to Integrity Assessment of Concrete Structure Based on Visual Information Reviewed

    K.Tanaka, T.Miyaguchi, HIROKANE Michiyuki

    Journal of JCOSSAR2011   Vol.7,pp.198-203   2011.10

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  • Safety Education as Prevention Measures of Human Errors

    HIROKANE Michiyuki, H.Konishi

    JSCE Magazine, Civil Engineering   pp.54-57   2011.3

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  • Multi-Agent Simulation Considering the Influence of Leader During Flood Disaster

    Y.Tanaka, HIROKANE Michiyuki

    Proc. of Symposium on Reliability   pp.158-161   2010.12

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  • A Study of Danger Area Using Debris Flow Simulation

    Y.Miyawaki, HIROKANE Michiyuki

    Proc. of Symposium on Reliability   pp.153-157   2010.12

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  • Comparison of Effects of Safety Education to College Students at Plural Construction Sites Reviewed

    K.Ohdo, T.Takano, HIROKANE Michiyuki

    Journal of Safety Problems   Vol.5,pp.169-174   2010.11

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  • A Study of boulder Flow Flood Simulation Using Multi-Agent System Reviewed

    HIROKANE Michiyuki, Y.Miyawaki, Y.Inoue

    Journal of Safety Problems   Vol.5,pp.61-66   2010.11

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  • Hazard Prediction Activities in Safety Education on Construction Site

    HIROKANE Michiyuki, W.Shiraki, K.Ohdo

    Proc. of Symposium on Safety Engineering   OS-E,pp.140-143   2010.7

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  • Hazard Prediction Activities for Safety Education Reviewed

    HIROKANE Michiyuki, W.Shiraki, K.Ohdo

    Journal of Japan Society of Civil Engineers   Vol.66,No.1,pp.55-69   2010.2

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    The 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.

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  • Integrity Assessment of Concrete Structures Using TAM Network

    HIROKANE Michiyuki, T.Miyaguchi, I.Hayashi

    Proc. of Symposium on Reliability   pp.99-102   2009.12

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  • Flood Evacuation Simulation Considering the Influence of Leader During Evacuation

    HIROKANE Michiyuki, Y.Miyawaki

    Proc. of Symposium on Reliability   pp.131-135   2009.12

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  • Recognition of Filling Conditions Inside the Steel-Concrete Composite Slabs Using Support Vector Machine Reviewed

    HIROKANE Michiyuki, Y.Miyawaki, T.Suga, Y.Nomura

    Journal of Safety Problems   Vol.4,pp.53-58   2009.11

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    According 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.

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  • Integrity Assessment of Concrete Structures Using TAM Network

    HIROKANE Michiyuki, T.Miyaguchi, I.Hayashi

    Proc. of Symposium on Safety Engineering   OS-E-2,pp.156-159   2009.7

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  • Recognition of Filling Conditions Inside the Steel-Concrete Composite Slabs Using Attractor Evaluation of Impact Acoustics

    HIROKANE Michiyuki, Y.Nomura, H.Furuta

    Proc. of Symposium on Safety Engineering   OS-E-1,pp.154-155   2009.7

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  • Structural Damage Detection Based on Response Evaluation Using Chaotic Excitation and Cross Prediction Error Reviewed

    HIROKANE Michiyuki, Y.Nomura, H.Furuta, M.Kawatani, K.Nakatsu

    Journal of Japan Society of Civil Engineers   Vol.65,No.1,pp.30-41   2009.2

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    Recently, 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.

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  • Recognition of Filling Conditions Inside the Steel-Concrete Composite Slabs Using Impact Acoustics

    HIROKANE Michiyuki, T.Suga, Y.Nomura, H.Nakagawa

    Proc. of Symposium on Reliability   pp.19-24   2008.12

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  • Difference Between the Stated Purpose and Actual Practice of Safety Education at Construction Sites Reviewed

    HIROKANE Michiyuki, K.Ohdo, S.Hanayasu, Y.Kamada

    Journal of Safety Problems   Vol.3,pp.167-172   2008.11

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    Recently, 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.

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  • Damage Detection Using Support Vector Machine for Integrity Assessment of Concrete Structures Reviewed

    HIROKANE Michiyuki, Y.Nomura, Y.Kusunose

    Journal of Japan Society of Civil Engineers   Vol.64,No.4,pp.739-749   2008.10

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    In 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.

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  • Extraction Method of Experience Rule from Questionnaire on Safety Education in Construction Sites

    HIROKANE Michiyuki, S.Kohno, Y.Kamada, K.Ohdo, S.Hanayasu

    Proc. of Symposium on Safety Engineering   GS-4-2,pp.167-170   2008.7

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  • Recognition of Filling Conditions Inside the Steel-Concrete Composite Slabs Using Support Vector Machine

    HIROKANE Michiyuki, T.Suga, Y.Nomura, H.Nakagawa

    Proc. of Symposium on Safety Engineering   OS-E-4,pp.153-156   2008.7

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  • Recognition of Filling Conditions Inside the Steel-Concrete Composite Slabs Using Attractor Analysis of Impact Acoustics Reviewed

    HIROKANE Michiyuki, Y.Nomura, H.Furuta, M.Kawatani, H.Konishi

    Journal of Japan Society of Civil Engineers   Vol.64,No.1,pp.107-120   2008.1

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    This 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.

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  • Adaptive vibration control with predicting and learning abilities based on soft computing

    Yasutoshi Nomura, Hitoshi Furuta, Michiyuki Hirokane

    STRUCTURE AND INFRASTRUCTURE ENGINEERING   4 ( 1 )   19 - 31   2008

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:TAYLOR & FRANCIS LTD  

    his study is intended to improve the adaptive and learning abilities of structural vibration control by introducing predictive functions that use structural information of external forces and relative response velocities. This proposed method can renew the fuzzy control rules one step ahead of ordinary methods because predicted information is used in self-tuning of fuzzy rules. Based upon the modified control rules, the proposed method more precisely generates control forces to the structure and reduces structural vibration. Finally, the applicability and accuracy of the proposed method are discussed through comparison of several control methods.

    DOI: 10.1080/15732470600630436

    Web of Science

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  • Analysis According to Year of Experience on Actual Condition of Safety Education in Construction Sites Reviewed

    HIROKANE Michiyuki, S.Kohno, K.Ohdo, S.Hanayasu

    Journal of Safety Problems   Vol.2,pp.167-172   2007.11

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    Recently, 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.

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  • Analysis According to Year of Experience on Actual Condition of Safety Education in Construction Sites

    HIROKANE Michiyuki, S.Kohno, K.Ohdo, S.Hanayasu

    Proc. of Symposium on Safety Engineering   pp.403-406   2007.7

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  • An integrated fuzzy control system for structural vibration

    Yasutoshi Nomura, Hitoshi Furuta, Michiyuki Hirokane

    COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING   22 ( 4 )   306 - 316   2007.5

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:BLACKWELL PUBLISHING  

    Recently, numerous studies of structural control systems of civil structures and infrastructure have been carried out. To develop structural control systems, it is necessary to consider their special features such as complexity, uncertainty, and size. To consider these features, fuzzy theory has been applied to structural control systems. This study proposes an integrated fuzzy active control system based on fuzzy ensemble learning. It combines several fuzzy active control systems and improves structural vibrations caused by earthquakes. The proposed method includes two fuzzy active control systems, a fuzzy ensemble system, and a gating network. In this study, two fuzzy active control systems are constructed by applying particle-swarm optimization. The fuzzy ensemble system assigns a performance grade to each fuzzy active control system according to control effects from input patterns. The gating network determines the final control force based on the weight of their performance grade. By introducing fuzzy ensemble learning, the structural response is reduced more than when the response is controlled by individual fuzzy active control systems.

    Web of Science

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  • Extraction of Minimal Decision Algorithm Using Rough Sets and Genetic Algorithm Reviewed

    HIROKANE Michiyuki, H.Konishi, A.Miyamoto, F.Nishimura

    Journal of Systems and Computers in Japan   Vol.38,No.4,pp.39-51   2007.4

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    With 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.

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  • Application of Automatic Material Generating e-Learning to Disaster Prevention Education

    HIROKANE Michiyuki, S.Kitazaka, S.Tanaka

    Proc. of Symposium on Application of Soft Computing to Civil and Structural Engineers   pp.27-34   2007.2

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  • Study on Evaluation of Characteristics for Integrity Assessment of Concrete Slabs

    HIROKANE Michiyuki, H.Furuta, H.Kawaguchi

    Proc. of Symposium on Application of Soft Computing to Civil and Structural Engineers   pp.69-78   2007.2

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  • Integrity Assessment by Impact Acoustics of Concrete Structures Using Chaos Theory

    HIROKANE Michiyuki, Y.Nomura, H.Furuta, M.Kawatani, H.Hattori

    Proc. of Symposium on Application of Soft Computing to Civil and Structural Engineers   pp.79-84   2007.2

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  • Extraction of minimum decision algorithm using rough sets and genetic algorithms

    Michiyuki Hirokane, Shusaku Kouno, Yasutoshi Nomura

    ICMLA 2007: SIXTH INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS, PROCEEDINGS   pp.44-49   44 - +   2007

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    Language:English   Publishing type:Research paper (international conference proceedings)   Publisher:IEEE COMPUTER SOC  

    In 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 simple 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 Key words: Data mining, rough sets, genetic algorithms, decision rules, accident instance.

    DOI: 10.1109/ICMLA.2007.51

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  • Extraction of minimum decision algorithm using rough sets and genetic algorithms

    Michiyuki Hirokane, Shusaku Kouno, Yasutoshi Nomura

    ICMLA 2007: SIXTH INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS, PROCEEDINGS   Vol.38,No.4,pp.39-51   44 - +   2007

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    Language:English   Publishing type:Research paper (international conference proceedings)   Publisher:IEEE COMPUTER SOC  

    In 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 simple 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 Key words: Data mining, rough sets, genetic algorithms, decision rules, accident instance.

    DOI: 10.1109/ICMLA.2007.51

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  • Recognition of cracks on concrete structures using two-dimensional Gabor function

    M. Hirokane, I. Hayashi, H. Furuta, H. Takiuchi, I. Nakajima

    Applications of Statistics and Probability in Civil Engineering - Proceedings of the 10th International Conference on Applications of Statistics and Probability, ICASP10   251 - 252   2007

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  • Analysis Results of Questionnaire on Safety Education -Law Regulation and Safety-

    HIROKANE Michiyuki, S.Kohno, K.Ohdo, S.Hanayasu

    Proc. of Symposium on Safety Engineering   pp.193-196   2006.7

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  • Extraction of Cracks on Concrete Structures Using Gabor Function

    HIROKANE Michiyuki, H.Takiuchi, I.Hayashi, R.Masamori, M.Sonoda

    Proc. of Symposium on Application of Soft Computing to Civil and Structural Engineers   pp.57-64   2006.2

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  • Integrity Assessment Method by Impact Acoustics of Concrete Structures Using Chaos Theory

    HIROKANE Michiyuki, Y.Nomura, M.Kawatani

    Proc. of Symposium on Application of Soft Computing to Civil and Structural Engineers   pp.23-34   2006.2

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  • Correlation from Research on Actual Condition of Safety Education in Construction Sites

    HIROKANE Michiyuki, F.Nishimura, H.Furuta

    Proc. of Symposium on Safety Engineering   pp.83-86   2005.7

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  • Actual Condition of Safety Education in Construction Sites

    HIROKANE Michiyuki, K.Ohdo, S.Hanayasu

    Proc. of Symposium on Safety Engineering   pp.79-82   2005.7

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  • A study for classification technique of cracks in concrete slabs by using pattern recognition Reviewed

    Y Mikumo, K Yasuda, M Hirokane, H Furuta, Y Kusunose

    RELIABILITY AND OPTIMIZATION OF STRUCTURAL SYSTEMS   149 - 155   2004

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    Language:English   Publishing type:Research paper (international conference proceedings)   Publisher:A A BALKEMA PUBLISHERS  

    At present day, public infrastructures such as bridges and roads can be seen all around. The continuous construction of such infrastructures is posing an important problem of how to maintain and efficiently manage an existing structure.
    In this paper, the system of extracting characteristics of cracks showing up on concrete slabs through digital images is described and classification based on damage levels is attempted by using these results. First, the linear pattern of cracks is extracted from the digital images of the concrete slabs through image processing techniques. Next, the characteristics such as the projection histograms that are often applied in the field of optical character recognition, and the feature points in the border expression are extracted. Finally, the digital images of cracks are classified into different damage levels based on the extracted characteristics through the LVQ (Learning Vector Quantization) system.

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  • Extraction of Detemination Rules from Accident Cases in Construction of Prestressed Concrete Bridges

    HIROKANE Michiyuki, H.Konishi, A.Miyamoto, F.Nishimura

    Proc. of Rough Sets Research Division Annual Meeting   pp.31-34   2003.12

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  • Extraction of Detemination Rules from Accident Cases in Construction of Prestressed Concrete Bridges

    HIROKANE Michiyuki, H.Konishi, A.Miyamoto, F.Nishimura

    Proc. of Japan Conference on Structural Safety and Reliability   pp.347-350   2003.7

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  • Trend Mining and Analysis from Accident Cases in Construction of Prestressed Concrete Bridges

    HIROKANE Michiyuki, A.Miyamoto, H.Konishi, F.Nishimura

    Proc. of Symposium on Safety Engineering   pp.340-343   2003.7

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  • Development of Knowledge Based Selection System of Erection Method and Safety Management for Construction Works of Steel Bridges Reviewed

    HIROKANE Michiyuki, H.Konishi, A.Miyamoto

    Journal of Japan Society of Civil Engineers   No.728,VI-58,pp.121-140   2003.3

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    Bridge 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.

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  • Classification of cracks in concrete slabs using pattern recognition methods Reviewed

    Y. Kusunose, M. Hirokane, H. Furuta

    Proceedings of The Seventh International Conference on the Application of Artificial Intelligence to Civil and Structural Engineering   171 - 172   2003

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  • Web-based safety management system in construction of pre-stressed concrete bridges Reviewed

    M Hirokane, A Miyamoto, H Konishi, J Zhang

    RELIABILITY AND OPTIMIZATION OF STRUCTURAL SYSTEMS   141 - 149   2003

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    In the present study, we attempted to develop the safety management system for workers and site foremen who are working in the erection sites of PC bridges. The information on accidents can be retrieved and inputted by using a microcomputer. The database for this system were described in XML as the workers and the site foremen can retrieve information from any erection sites through the world wide web and use these information for their safety planning and management. Moreover, as the XML is used in this system as mentioned above, information can, by adding tags to specific items of information, be analyzed by the type of accident, age, years of experience, degree of injury, and so on. Furthermore, by using one and the same format, information can be shared among all concerned and a large number of accident cases can be accumulated easily.

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  • Application of self-organizing maps to classification of bridge images

    H. Shiro, M. Hirokane, H. Furuta

    Proceedings of the Third International Conference on Engineering Computational Technology   207 - 208   2002

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    Self-organizing maps (SOM) was applied to support the design that reflected the requests of citizens or engineers. This method provides the visualized map that is mapped from a high dimensional space to a lower dimensional one that is called as the map units. As a result, the similarity among the input data that is located in the high-dimensional space can be realized visually on the two-dimensional map.

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  • Knowledge Acquisition Method Considering Fuzziness

    HIROKANE Michiyuki, H.Furuta, K.Harakawa, R.Masamori

    Proc. of Symposium on System Optimization   pp.173-178   2001.12

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  • SOM Based Classification of Bridge Images Using Characteristics from Spatial Distribution

    HIROKANE Michiyuki, H.Furuta, W.Shiraki, K.Yasuda, H.Shiro

    Proc. of Symposium on System Optimization   pp.65-70   2001.12

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  • Database and Information Sharing of Accident Casesin Construction of Prestressed Concrete Bridge

    HIROKANE Michiyuki, A.Miyamoto, H.Konishi, T.Kishida, M.Itani

    Proc. of Symposium on Safety Engineering   pp.259-262   2000.7

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  • Study on Optimal Arrangement of Emergency Exit from Underground Shopping Center Using Genetic Algorithms and Simulation

    HIROKANE Michiyuki, H.Furuta, Y.Goto, K.Mitsutaka

    Proc. of Symposium on Application of Fuzzy to Civil and Structural Engineers   pp.29-37   2000.3

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  • Study on Prediction of Rainfall Strength Using Fractal Theory

    HIROKANE Michiyuki, H.Furuta, T.Kishida

    Proc. of Symposium on Application of Fuzzy to Civil and Structural Engineers   pp.1-10   2000.3

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  • Development of knowledge-based safety management system for construction works of steel bridges Reviewed

    A Miyamoto, H Konishi, K Moriyama, M Hirokane

    PSAM 5: PROBABILISTIC SAFETY ASSESSMENT AND MANAGEMENT, VOLS 1-4   ( 34 )   955 - 961   2000

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    Language:English   Publishing type:Research paper (international conference proceedings)   Publisher:UNIVERSAL ACADEMY PRESS, INC  

    This paper describes the development of an expert system for the supporting safety management of the construction of steel bridges. The system is presented in terms of the inference result for danger anticipation and the possibility of serious accidents (the danger level) by evaluating accident factors responsible for serious accidents on steel bridge construction sites. The subject-of the system in this paper is the launching method, which is a method of erecting steel bridges.

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  • genetic Algoritms Based Knowledge Acquisition Method from Diagnosis Data of SlopeFailure Danger Level

    HIROKANE Michiyuki, H.Furuta, K.Harakawa

    Proc. of Symposium on System Optimization   pp.79-84   1999.12

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  • Application of Genetic Algorithms to Rough Sets Based Knowledge Acquisition Method

    HIROKANE Michiyuki, H.Furuta, K.Harakawa

    Proc. of Symposium on Application of Fuzzy to Civil and Structural Engineers   pp.1-11   1999.3

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  • Study on Analysis Methods of Rainfall Images Using Fractal Theory

    HIROKANE Michiyuki, H.Furuta, Y.Osawa, S.Tamaru

    Proc. of Symposium on Application of Fuzzy to Civil and Structural Engineers   pp.77-87   1999.3

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  • Rough Set Based Knowledge Acquisition and Community Method from Integrity Assessment Cases of Bridges Reviewed

    HIROKANE Michiyuki, H.Furuta, Y.Kimura, S.Tanaka, Y.Mikumo

    Journal of Structural Engineering   Vol.45A,pp.533-541   533 - 541   1999.3

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    Many 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.

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  • Development of visualized safety management system for construction works of prestressed concrete bridges Reviewed

    M Hirokane, A Miyamoto, H Konishi, Y Fujioka

    ARTIFICIAL INTELLIGENCE APPLICATIONS IN CIVIL AND STRUCTURAL ENGINEERING   37 - 44   1999

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    As bridges constructed in recent years have become longer and longer, and their construction requires higher precision and more complex process than ever, risk analysis in their construction sites has increasingly become an important issue. Although various risk analysis have been taken in the construction sites of bridges, the number of accidents has not been reduced in recent years, and it is reported that similar accidents have repeatedly been occurring. Its reasons would be shortage of experienced engineers, lack of safety consciousness, and so on. Besides, serious accidents are not caused by a single factor, but by several factors entangled complicatedly. Safety supervisors in construction sites, therefore, are required to find factors of serious accidents, predict the possibility of what events such factors may lead to, and to make a prompt, accurate judgement on whether any serious accident eventually occur or not.
    In the present study, we collected the accident cases and built the database of these cases on WWW (World Wide Web). And we built a knowledge-based system to perform risk analysis systematically to prevent serious accidents in the construction of PC bridges based on the accidents cases. This system was designed for the construction of PC bridges by the erection launching method, which belongs in the precast PC-girder erection method and is associated with a relatively large number of accidents. We scrutinized the erection process, and the machinery and equipment required, by the erection launching method to grasp the characteristics of the method, acquired expertise by interviewing to the experts, extracted various factors of serious accidents, wrought up check items for, and relating among, the accident factors into a hierarchy, and developed the visualized risk analysis system.

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  • Application of chaos theory and GMDH to wind velocity prediction

    H Furuta, M Hirokane, M Setoguchi

    OPTIMIZATION OF STRUCTURAL AND MECHANICAL SYSTEMS, PROCEEDINGS   pp.65-70   295 - 301   1999

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    Language:English   Publishing type:Research paper (international conference proceedings)   Publisher:XIDIAN UNIVERSITY PRESS  

    In these days, monitoring and controlling play important roles to reduce the vibration of high-rise buildings due to winds and to control traffic flows on such bridges as Amarube Bridge, Kansai International Airport Bridge and Akashi Strait Bridge under strong winds. In order to improve the performance of monitoring and controlling, it is desirable to establish a practical method of predicting the wind velocity.
    In this paper, an attempt is made to develop a prediction method of wind velocity, which behaves irregularly time to time, by introducing chaos theory and GMDH (Group Method of Data Handling). Many researches have revealed that the chaos theory is useful in dealing with complex systems, and GMDH can analyze highly nonlinear systems which have a few input and output variables. Numerical examples are presented to illustrate the applicability of the proposed method, and to discuss the characteristics of the both methods.

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  • Application of Chaos Theory to Fuzzy Control of Structural Vibration

    HIROKANE Michiyuki, H.Furuta, Y.Nomura

    Proc. of Symposium on Application of Fuzzy to Civil and Structural Engineers   pp.61-71   1998.3

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  • Rough Set Based Knowledge Acquisition Method from Integrity Assessment Data of Bridge Reviewed

    HIROKANE Michiyuki, H.Furuta, S.Tanaka, Y.Mikumo

    Journal of Structural Engineering   Vol.44A,pp.521-528   1998.3

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    Many 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.

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  • Application of Genetic Algorithms to Repair Plan of Airport Institution

    HIROKANE Michiyuki, H.Furuta, N.Fukuda, O.Kawakami

    Proc. of Symposium on Application of Fuzzy to Civil and Structural Engineers   pp.1-11   1998.3

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  • Rough Set Based Knowledge Acquisition Method from Diagnosis Data of Slope-failure Danger Level Reviewed

    HIROKANE Michiyuki, H.Furuta, S.Nakai, Y.Mikumo

    Journal of Japan Society of Civil Engineers   No.582,III-41,pp.285-294   285 - 294   1997.12

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    Language:Japanese   Publisher:Japan Society of Civil Engineers  

    In 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.

    DOI: 10.2208/jscej.1997.582_285

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  • The Estimation of Landslide Risk by Neural Networks

    KOBAYASHI Takashi, H.Furuta, M.Hirokane, I.Tatekawa

    World Wide European Council of Civil Engineers Symposium, Symposium Report   1997.9

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  • Short Term Prediction of Wind Speed Using Chaos Theory

    HIROKANE Michiyuki, H.Furuta, H.Kondo, M.Morisaki

    Proc. of Symposium on Application of Fuzzy to Civil and Structural Engineers   pp.83-92   1997.3

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  • GA Based Acquisition Method of Minimal Decision Algorithm from Assessment Cases of Danger Level for Natural Slopes

    HIROKANE Michiyuki, H.Furuta, Y.Mikumo

    Proc. of Symposium on Application of Fuzzy to Civil and Structural Engineers   pp.73-82   1997.3

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  • Rough set based knowledge acquisition method from cases for integrity assessment of bridge structures

    H Furuta, M Hirokane, Y Mikumo

    PROCEEDINGS OF THE SEVENTH INTERNATIONAL CONFERENCE ON COMPUTING IN CIVIL AND BUILDING ENGINEERING, VOLS 1-4   Vol.13,Issue 4,pp.265-273   1395 - 1400   1997

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    Language:English   Publishing type:Research paper (international conference proceedings)   Publisher:TECHNO-PRESS  

    Many 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.

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  • Accident Prediction System and Safety Management for Bridge Erection Using Personal Computer

    HIROKANE Michiyuki, H.Konishi, A.Miyamoto

    Proc. of Symposium on Safety Engineering   pp.199-202   1996.10

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  • Color Determination Method of Car Body Using Genetic Algorithms and Rough Sets

    HIROKANE Michiyuki, H.Furuta, S.Tanaka, Y.Mikumo

    Proc. of Symposium on Optimum Design   No.96-7,pp.13-18   1996.9

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  • A Basic Architecture of Car Design Support System for Increasing Consumption Minds

    HIROKANE Michiyuki, H.Furuta, S.Tanaka, Y.Mikumo, T.Kobayashi

    Proc. of JSCES Annual Meeting   Vol.1,pp.31-34   1996.5

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  • Rough Sets and Fuzzy Sets Based Color Determination Method of Bridges

    HIROKANE Michiyuki, H.Furuta, S.Tanaka, Y.Mikumo, T.Kobayashi

    Proc. of Symposium on Application of Fuzzy to Civil and Structural Engineers   pp.65-74   1996.3

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    Kansai University Research Grants

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  • A Basic Idea for ”Eco-Friendly” Design Support System of Civil Structures

    HIROKANE Michiyuki, H.Furuta, S.Tanaka, Y.Mikumo, T.Kobayashi

    Proc. of Symposium on System Optimization   pp.109-114   1995.12

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    Kansai University Research Grants

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  • A Basic Idea for ”Eco-Friendly” Design of Civil Structures

    HIROKANE Michiyuki, H.Furuta, S.Tanaka, T.Kobayashi, Y.Mikumo

    Proc. of Symposium on Civil Engineering Computational Technology   pp.99-102   1995.10

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  • Knowledge Acquisition Technique from the Observation Data with Rough Set Theory Reviewed

    HIROKANE Michiyuki

    Journal of Informatics   Vol.2,pp.43-63   1995.10

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    In 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.

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  • Application of genetic algorithms and expert system to design and planning of solid waste disposal Reviewed

    M Hirokane, H Furuta, H Habara

    DEVELOPMENTS IN NEURAL NETWORKS AND EVOLUTIONARY COMPUTING FOR CIVIL AND STRUCTURAL ENGINEERING   205 - 212   1995

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  • Evaluation of Three Dimentional Topographic Data to General Road Design

    HIROKANE Michiyuki, T.Tanaka, M.Adachi, K.Nishi

    Proc. of JCCA Annual Research Meeting   pp.45-52   1994.9

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  • Application of Three Dimensional Topographic Data to General Road Design

    HIROKANE Michiyuki, M.Adachi, T.Tanaka, K.Nishi

    Proc. of Symposium on System Optimization   pp.53-58   1993.12

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  • Applicability of Expert System to the Field of Solid Waste Disposal

    HIROKANE Michiyuki, H.Habara, T.Matsutou, N.Tanaka

    Proc. of Symposium on System Optimization   pp.27-32   1993.12

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  • Evaluation of Judgement Factors and Results in Assessing Danger Level of Natural Slopes by S-P Score Table Reviewed

    HIROKANE Michiyuki, I.MIkami, T.Ueda

    Journal of Japan Society of Civil Engineers   Vol.474,VI-20,pp.115-124 ( 474 )   p115 - 124   1993.9

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    Language:Japanese  

    In 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.

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  • KNOWLEDGE ACQUISITION AND EVALUATION FOR SELECTION OF SLOPE-PROTECTION STRUCTURES Reviewed

    M HIROKANE, MIKAMI, I, K YAGASHIRA, K KAWANO, S OHMORI

    KNOWLEDGE BASED SYSTEMS FOR CIVIL AND STRUCTURAL ENGINEERING   161 - 169   1993

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  • Evaluation of Safety for Slope Disaster Using S-P Score Table

    HIROKANE Michiyuki, I.Mikami, T.Ueda

    Proc. of Symposium on Safety Engineering   pp.105-108   1992.6

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  • Expert System for Selecting Construction Methods of Sewer Pipe

    HIROKANE Michiyuki, Y.Yoshinami, T.Imaida

    Proc. of AWSCJ Annual Technical Meeting   pp.94-99   1992.3

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  • Application of S-P Score-Table to Data Base on Assessing Danger Level of Natural Slope for Highway Construction Reviewed

    HIROKANE Michiyuki, I.Mikami, T.Ueda

    Journal of Symposium on Database of Geotechnical Information   pp.199-206   1991.11

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    In 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.

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  • Application of S-P Score-Table to Assessing Danger Level of Natural Slope Reviewed

    HIROKANE Michiyuki, T.Ueda, I.Mikami

    Journal of Symposium on Civil Engineering Computational Technology   pp.255-262   1991.10

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    In 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.

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  • Application of S-P Score Table to Diagnosis of Danger Level for Natural Slopes

    HIROKANE Michiyuki, T.Ueda, I.Mikami

    Proc. of JSAI Knowledge Based System Research Division Annual Meeting   pp.87-96   1991.10

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  • Knowledge Based System on Selecting Construction Methods of Sewer Pipe

    HIROKANE Michiyuki, Y.Yoshinami, T.Imaida, K.Toyoda

    Proc. of JCCA Annual Research Meeting   pp.99-108   1990.7

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  • Knowledge Based System on Diagnosing Danger Level of Natural Slopes Along the Road

    HIROKANE Michiyuki, M.Nakamura, I.Mikami

    Proc. of Symposium on Civil Engineering Computational Technology   pp.69-72   1989.10

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  • Knowledge Based System on Diagnosing Danger Level of Natural Slopes Along the Road

    HIROKANE Michiyuki, M.Nakamura, I.Mikami

    Technology Reports of Kansai University   Vol.9,No.3,pp.73-79   1989.10

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  • A Knowledge Based System on Selecting Slope Protection Methods Reviewed

    HIROKANE Michiyuki, I.Mikami, K.Yagashira, K.Kawano

    Journal of Japan Society of Civil Engineers   No.403,VI-10,pp.121-129 ( 403 )   p121 - 129   1989.3

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    Language:Japanese  

    In 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.

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  • PC Based Expert System on Selecting Slope Protection Methods

    HIROKANE Michiyuki, K.Yagashira, K.Kawano

    Journal of Japan Civil Engineering Consultants Association   pp.24-30   1988.5

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  • An Expert System on Selecting Slope Protection Methods Reviewed

    HIROKANE Michiyuki, I.Mikami, K.Yagashira, K.Kawano

    Journal of Symposium on Engineering Computational Technology   pp.201-208   1987.10

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    In 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.

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  • AI×防災:データが紡ぐ未来の安心・安全

    広兼 道幸, 古田 均, 北原 武嗣, 野村 泰稔( Role: Joint author)

    電気書院  2022.10 

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  • AIのインフラ分野への応用

    広兼道幸, 古田 均, 野村 泰稔, 一言 正之( Role: Joint author)

    電気書院  2019.5 

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  • State of the Arts : Committee on Safety Problems

    HIROKANE Michiyuki, T.Nakayama, K.Ohdo( Role: Joint author)

    JSCE Magazine, Civil Engineering  2005.12 

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  • Search for Trend of Electronic Country

    HIROKANE Michiyuki, H.Furuta, I.Mikami, T.Usui, S.Tanaka( Role: Joint author)

    SANKAIDO Publishing  2001.5 

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  • Programming Language

    HIROKANE Michiyuki, T.Ajisaka (Edt.)( Role: Joint author)

    Ohmsha  2000.7 

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  • ABC of Frotran Programming

    HIROKANE Michiyuki, Y.Horii, S.Tanaka, T.Kobayashi, Y.Kimura, H.Kurokuzu, F.Miyashita, Y.Hidaka( Role: Joint author)

    Ohmsha  1998.9 

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  • Rough Sets in Knowledge Discovery2: Applications,Case Studies and Software Reviewed

    HIROKANE Michiyuki, H.Furuta, Y.Mikumo( Role: Joint author)

    Physica Verlag, Springer Verlag  1998.9 

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  • Fortran Programming

    HIROKANE Michiyuki, Y.Kimura, H.Kurokuzu, T.Kobayashi, S.Tanaka, Y.Horii, F.Miyashita( Role: Joint author)

    Kansai Universtiy Press  1997.9 

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  • C Programming

    HIROKANE Michiyuki, Y.Kimura, S.Kimura, T.Kobayashi, S.Kobayashi, C.Aoyama, Y.Horii, F.Miyashita( Role: Joint author)

    Kansai Universtiy Press  1996.4 

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▼display all

MISC

  • Study on Analysis Methods of Observation Data for Diagnosing Slope-Failure Danger Level Reviewed

    HIROKANE Michiyuki

    Doctoral Thesis (Hiroshima University)   pp.1-244   1996.1

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Presentations

  • Investigation of generalization performance in steep slope warning area extraction using deep learning

    R. Tani, M. Hirokane, K. Kuramoto

    ISIS2023  2023.12 

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  • Prediction of biological information from thermographic images and proposal of health management system

    J. Chen, M. Hirokane, H. Ou

    ISIS2023  2023.12 

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  • Harmonized Fitness:音楽運動のアンサンブルによる健康づくりのスマート化における研究成果

    広兼 道幸, 林 勲, 堀口 由貴男, 徳丸 正孝, Arash Yazdanbakhsh

    ファジィシステムシンポジウム  2023.9 

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  • サーモグラフィ画像による生体情報の予測と健康管理システムの提案

    広兼 道幸, 陳 俊宇, 王 柏杰

    ファジィシステムシンポジウム  2023.9 

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  • Proposal for a Method of Controlling Heart Rate During Step Exercise

    HIROKANE,Michiyuki, OU,Hakuketsu

    2022.11 

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  • Application of Deep Learning to the Establishment of Slope Failure Warning Areas

    HIROKANE,Michiyuki, TANI,Reina, KURAMOTO,Kazumasa

    2022.11 

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  • Utilization of Similar Accident Cases for Safety Education

    HIROKANE, Michiyuki, Luo, Zhao

    SCIS&ISIS 2022  2022.11 

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  • Harmonized Fitness:音楽運動のアンサンブルによる健康づくりのスマート化における研究紹介

    広兼 道幸, 林 勲, 堀口 由貴男, 徳丸 正孝, Arash Yazdanbakhsh

    ファジィシステムシンポジウム  2022.9 

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  • ステップエクササイズ時の心拍数の制御方法の提案

    広兼 道幸, 王 柏杰

    ファジィシステムシンポジウム  2022.9 

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  • サーモグラフィ画像による生体情報の予測へのLSTMの適用

    王柏杰, 広兼道幸, 平岩一耀

    ファジィシステムシンポジウム  2021.9 

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  • 土砂災害警戒区域の設定に対する深層学習の適用事例

    広兼道幸, 倉本和正, 西原尚輝, 池田寛, 小宮山賢太郎, 西田篤史, 石井唯嵩

    砂防学会研究発表会概要集  2020.5 

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  • AIを適用した土砂災害警戒区域の自動設定に関する検討

    広兼道幸, 道財健斗, 倉本和正, 小宮山賢太郎, 池田寛, 山野亨, 麻野貴義, 石井唯嵩

    砂防学会研究発表会概要集  2019.5 

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  • インフラ維持管理へのAI技術適用のための調査研究報告書 Invited

    広兼道幸

    SIPインフラ連携委員会報告書(土木学会)  2019.3 

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    Language:Japanese  

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  • E-ラーニングシステムによる学習環境の実現に関する研究報告書

    広兼道幸, 古田均

    共同研究報告書(阪神高速道路)  2018.3 

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  • インタラクティブ・ロボティックスによる橋梁診断スキームの構築

    広兼道幸, 古田均, 林勲, 荻野正樹

    研究助成事業成果報告会,一般財団法人日本建設情報総合センター  2017.11 

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  • インフラ維持管理E-ラーニングシステム(VR)

    広兼道幸, エイダル キレム

    日本バーチャルリアリティ学会大会論文集  2017.9 

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  • 地震疑似体験シミュレータの開発と仮想空間内におけるオブジェクト配置機能の実装

    広兼道幸, 遠藤隆裕

    日本バーチャルリアリティ学会大会論文集  2017.9 

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  • 減災に資する市民向けリーフレットの活用 -高槻市真上公民館でのリーフレットを用いた防災体験教室について-

    長谷川潤, 広兼道幸, 須藤英明, 磯内千雅子

    年次学術講演会,研究討論会  2016.9 

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  • 減災に資する市民向けリーフレットの活用-高槻市真上公民館でのリーフレットを用いた防災体験教室について-

    長谷川潤, 広兼道幸, 須藤英明, 磯内千雅子

    土木学会  2016.9 

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  • Experiment of Disaster Prevention Education and Evaluation Using a Torrential Rain Simulated Experience Application

    HIROKANE Michiyuki, K.Nishiwaki, T.Endo

    Proc. of 8th International Conference on Soft Computing and Intelligent Systems and 17th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2016)  2016.8 

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  • Study on Monitoring Method Using a Wrist Watch Type Device for Unsafe Behavior

    HIROKANE Michiyuki, K.Kamijo

    Proc. of 8th International Conference on Soft Computing and Intelligent Systems and 17th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2016)  2016.8 

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  • Risk Assessment of Fall Prevention Based on an Accident Database in Japan

    K.Ohdo, T.Hojo, HIROKANE Michiyuki

    Civil-Comp Press  2015.9 

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  • Analysis of the Characteristics for Diagnosing Axial Forces of High-Strength Bolts

    Y.Tsuji, HIROKANE Michiyuki

    Civil-Comp Press  2015.9 

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  • Evaluation of the estimation accuracy for harmony between music and images based on various combinations of features

    K.Murata, R.Yataka, HIROKANE Michiyuki

    International Society of Affective Science and Engineerin  2015.3 

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  • 音楽と静止画像の調和度に対する複数特徴量の推定精度の評価

    谷高竜馬, 村田開, 北川達也, 広兼道幸

    電子情報通信学会  2015.3 

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  • ARを用いた集中豪雨疑似体験システムにおける視聴覚情報の効果

    松岡隼平, 広兼道幸

    日本知能情報ファジィ学会  2014.9 

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  • 音楽と静止画像の調和度に対する特徴量の組み合わせによる推定精度の比較

    村田開, 谷高竜馬, 広兼道幸

    日本感性工学会  2014.9 

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  • 不安全行動に対する脈拍による注意喚起システムの構築

    伴場翔, 広兼道幸

    日本知能情報ファジィ学会  2014.9 

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  • Diagnosis for Axial Force of High-Strength Bolts Using Pattern Recognistion

    HIROKANE Michiyuki, H.Nakata, R.Yataka, H.Konishi, N.Suzuki

    American Society of Civil Engineers  2014.7 

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  • Development of AR Based Safety Education Support System in Construction Site

    HIROKANE Michiyuki, S.Banba, K.Ohdo

    ICFPP2013  2013.10 

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    Venue:National Institute of Occupation Safety and Health, JNIOSH  

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  • Development of a Safety Education Support System for Construction Sites using Augmented Reality Technique

    S.Banba, HIROKANE Michiyuki, J.Tanabe, K.Ohdo

    Civil-Comp Press  2013.9 

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  • パターン認識を用いた高力ボルトの打音による軸力診断技術の研究

    小西日出幸, 広兼道幸, 鈴木直人, 中田弘一

    土木学会  2013.9 

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  • Web上のデータを活用した建設工事における墜落災害要因分析とその対策

    大幢勝利, 北條哲男, 広兼道幸

    土木学会  2013.9 

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  • パターン認識を用いた高力ボルトの軸力診断に関する研究

    中田弘一, 広兼道幸, 小西日出幸, 鈴木直人

    日本知能情報ファジィ学会  2013.9 

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  • カオス理論を用いた鋼橋の高力ボルトの打音データ分析

    大江眞紀子, 広兼道幸, 小西日出幸, 鈴木直人

    日本知能情報ファジィ学会  2013.9 

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  • 災害発生後におけるツィート情報の時系列分析について

    広兼道幸, 宮永真央, 山本尚佳

    土木学会  2013.9 

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  • Development and Evaluation of a Localized Severe Rain Simulator based on the Augmented Reality Technique

    S.Matsuoka, HIROKANE Michiyuki, R.Tsujihara, J.Tomatsu, R.Tokui

    Civil-Comp Press  2013.9 

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  • 音楽感性データを介した歩行者ナビゲーションに関する研究

    村田開, 広兼道幸

    日本感性工学会  2013.3 

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  • Automatic Detection of Bicycle Direction Using RealAdaBoost and C4.5

    H.Nakata, HIROKANE Michiyuki

    SCIS-ISIS 2012  2012.11 

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  • 拡張現実を用いた集中豪雨疑似体験システムの開発と評価

    辻原涼, 広兼道幸, 戸松純一, 徳井亮輔

    日本知能情報ファジィ学会  2012.9 

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  • 避難シミュレーションによる洪水防災対策の有効性の評価

    戸松純一, 広兼道幸, 田中雄大

    日本知能情報ファジィ学会  2012.9 

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  • 人物評価手法に基づくTwitter情報の情報判断に関する研究

    宮永真央, 広兼道幸

    日本知能情報ファジィ学会  2012.9 

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  • 拡張現実を用いた建設現場における安全教育支援システムの構築

    田邉隼一, 広兼道幸, 大幢勝利

    日本知能情報ファジィ学会  2012.9 

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  • Application of AR based manual to prevention of human error

    R.Tokui, HIROKANE Michiyuki

    APSSRA2012  2012.5 

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  • 高槻市におけるリージョナルセキュリティに関する研究報告書

    広兼道幸

    高槻市リージョナルセキュリティ研究会  2012.3 

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  • Development and Evaluation of Dynamic Hazard Map for Flood Disaster Caused by Localized Torrentioal Rain

    Y.Tanaka, HIROKANE Michiyuki, J.Tomatsu

    Japan Society for Fuzzy Theory and Intelligent Informatics  2011.9 

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  • Application of MAS to Study on Efficient Dsiaster Prevention Team

    J.Tomatsu, HIROKANE Michiyuki, T.Aoki

    Japan Society for Fuzzy Theory and Intelligent Informatics  2011.9 

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  • A Study of Hazardous Area due to Debris Flow Using Multi-agent System

    R.Tsujihara, HIROKANE Michiyuki, Y.Miyawaki

    Japan Society for Fuzzy Theory and Intelligent Informatics  2011.9 

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  • Multi-Agent Simulation System for Supporting Efficient Rescue Operations in Disaster

    Y.Inoue, HIROKANE Michiyuki

    Japan Society for Fuzzy Theory and Intelligent Informatics  2011.9 

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  • A New Approach for Robustness Assessment of Fixed Offshore Structures under Imprecise Marine Corrosion

    M.Q.Zhang, M.Beer, C.G.Koh, HIROKANE Michiyuki

    EURODYN2011  2011.7 

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  • Multi-Agent Simulation Considering the Influence of Leader During Flood Disaster

    HIROKANE Michiyuki, Y.Miyawaki, Y.Inoue

    American Society of Civil Engineers  2011.4 

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  • Application of Simulation System to Arrangement Problem of Leader Dua\ring Flood Disaster

    Y.Tanaka, HIROKANE Michiyuki, Y.Miyawaki, W.Shiraki

    Japan Society for Fuzzy Theory and Intelligent Informatics  2010.9 

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  • Integrity Assessment of Concrete Structures Using TAM Network

    K.Tanaka, T.Miyaguchi, HIROKANE Michiyuki, I.Hayashi

    Japan Society for Fuzzy Theory and Intelligent Informatics  2010.9 

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  • Integrity Assessment of Concrete Structures Using TAM Network

    HIROKANE Michiyuki, T.Miyaguchi, I.Hayashi

    Organization for Research and Development of Innovative Science and Technology, Kansai University  2010.1 

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  • Difference between the stated purpose and actual practice of safety education at construction sites

    HIROKANE Michiyuki, K.Ohdo, S.Hanayasu, Y.Kamada

    Taylor&Francis Group  2009.9 

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  • Research on Placing Guide to a Evacuation Place Using Evacuation Multi-Agent Simulation

    HIROKANE Michiyuki, Y.Miyawaki

    Organization for Research and Development of Innovative Science and Technology, Kansai University  2009.1 

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  • Recognition of Filling Conditions Inside the Steel-Concrete Composite Slabs Using Support Vector Machine

    HIROKANE Michiyuki, T.Suga, Y.Nomura, H.Nakagawa

    Japan Society for Fuzzy Theory and Intelligent Informatics  2008.9 

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  • Recognition of Convenience Stores Using Logo-Templates and Signboard Extraction

    HIROKANE Michiyuki, T.Iyoda, Y.Ikeda

    Japan Society for Fuzzy Theory and Intelligent Informatics  2008.9 

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  • Extraction of Roads from Satellite Images Using Crossing Model

    HIROKANE Michiyuki, Y.Kamada, I.Nakajima

    Japan Society for Fuzzy Theory and Intelligent Informatics  2008.9 

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  • Application of Rough Sets to Extraction of Trend Rules from Accident Cases

    HIROKANE Michiyuki, T.Iyoda, S.Kohno

    Organization for Research and Development of Innovative Science and Technology, Kansai University  2008.1 

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  • Application of the Chaos Theory to Rock Analysis by Hammer Tests

    HIROKANE Michiyuki, Y.Chen, Y.Nomura, T.Ito, H.Furuta

    Civil-Comp Press  2007.9 

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  • Recognition of Cracks in Concrete Structures by Applying Evolutional Image Processing

    HIROKANE Michiyuki, I.Nakajima, H.Furuta, H.Takiuchi

    Civil-Comp Press  2007.9 

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  • Recognition of Cracks on Concrete Structures Using Two-Dimensional Gabor Function

    HIROKANE Michiyuki, I.Hayashi, H.Furuta, H.Takiuchi, I.Nakajima

    Taylor&Francis Group  2007.8 

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  • Extraction of Cracks on Concrete Structures Using Normal Costs

    HIROKANE Michiyuki, T.Suga, H.Takiuchi, I.Nakajima

    Japan Society for Fuzzy Theory and Intelligent Informatics  2007.8 

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  • Study on Regional Security in Takatsuki City

    HIROKANE Michiyuki

    Takatsuki City, Kansai University  2007.3 

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  • Development of Graph Markup Language and Drawing System for WBT Materials

    HIROKANE Michiyuki, T.Yasui, F.Nishimura

    Association for the Advancement of Computing in Education  2007.3 

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  • Application of Chaos Theory to Analysis of Rock Bed

    HIROKANE Michiyuki, Y.Chen, Y.Nomura, T.Ito, H.Furuta

    Japan Society for Resources and Material  2007.3 

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  • Extraction of Cracks on Concrete Structures Using Evolutional Image Processing

    HIROKANE Michiyuki, I.Nakajima, H.Furuta

    Organization for Research and Development of Innovative Science and Technology, Kansai University  2007.1 

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  • Views and Results of Web-Based Coordinated Education Activation System (CEAS) in Kansai University

    HIROKANE Michiyuki, M.Fuyuki, M.Dogaki, N.Kochu, R.Tsuchihashi, H.Sugimoto

    Hiroshima University  2006.11 

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    Kansai University Special Aid for Promotion of Research and Education

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  • Web-Based Coordinated Education Activation System (CEAS) and Education Quality Improvement

    HIROKANE Michiyuki, M.Fuyuki, Y.Arai, R.Tsuchihashi, H.Sugimoto

    Chitose Institute of Science and Technology  2006.11 

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    Kansai University Special Aid for Promotion of Research and Education

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  • Extraction of Cracks on Concrete Structures Using Gabor Filter

    HIROKANE Michiyuki, H.Takiuchi, I.Hayashi

    Japan Society for Fuzzy Theory and Intelligent Informatics  2006.9 

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  • Extraction of Cracks on Concrete Structures Using Evolutional Image Processing

    HIROKANE Michiyuki, I.Nakajima, H.Furuta

    Japan Society for Fuzzy Theory and Intelligent Informatics  2006.9 

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  • Impact acoustics of concrete structures by applying discrete wavelet transform

    HIROKANE Michiyuki, Y.Nomura, M.Kawatani, M.Kou

    Taylor&Francis  2006.7 

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  • Action and Present Condition of Web-Based Coordinated Education Activation System (CEAS) in Kansai University

    HIROKANE Michiyuki, M.Fuyuki, M.Dogaki, N.Kochu, R.Tsuchihashi, H.Sugimoto

    Hokkaido University  2006.6 

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    Kansai University Special Aid for Promotion of Research and Education

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  • Problem and Present Condition of Web-Based Coordinated Education Activation System (CEAS) in Kansai University

    HIROKANE Michiyuki, M.Fuyuki, M.Dogaki, N.Kouchu, R.Tsuchihashi, H.Sugimoto

    Kyushu University  2005.11 

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    Kansai University Special Aid for Promotion of Research and Education 20040401-20070331

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  • Classification of Crack images on Concrete Structures Using Non-Linear SVM

    HIROKANE Michiyuki, H.Nakagawa, H.Furuta, Y.Kusunose

    Japan Society for Fuzzy Theory and Intelligent Informatics  2005.9 

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  • Evaluation of Mathematics Teaching Material for Web Based Training Using Access Log

    HIROKANE Michiyuki, R.Masamori, T.Maeda, F.Nishimura

    Japanese Society for Information and Systems in Education  2005.8 

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  • Evaluation of Leaning Efficiency Using Access Log of WBT Materials

    HIROKANE Michiyuki, F.Nishimura, T.Maeda, H.Furuta

    Japanese Society for Information and Systems in Education  2005.8 

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  • Development of Graph Markup Language and Drawing System for WBT Materials

    HIROKANE Michiyuki, T.Yasui, T.Maeda, F.Nishimura

    Japanese Society for Information and Systems in Education  2005.8 

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  • Evaluation of the WBT Teaching Materials for Mathematics

    HIROKANE Michiyuki, R.Masamori, F.Nishimura, T.Maeda

    International Institue of Informatics and Systemics  2005.7 

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  • Application of Intelligent Information Processing to Bridge Investigation

    HIROKANE Michiyuki

    Japan Society of Civil Engineers, Kansai Regional Branch  2005.7 

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  • Development of WBT Materials for Analysis

    HIROKANE Michiyuki

    Kansai University  2005.3 

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  • Classification of Cracks in Concrete Slabs Using Pattern Recognition Methods

    HIROKANE Michiyuki, Y.Kusunose, H.Furuta

    A.A.BALKEMA Publishers  2004.10 

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  • A Study of Cracks Classification in Concrete Slabs by Using Pattern Recognition Methods

    HIROKANE Michiyuki, Y.Mikumo, H.Furuta, Y.Kusunose, K.Yasuda

    A.A.BALKEMA Publishers  2004.10 

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  • Application of Genetic Algorithms to Mining Simulations for Grade Adjustment in Open-Pit Mine

    HIROKANE Michiyuki, Y.Ohnishi, T.Ito, H.Furuta

    CIVIL-COMP PRESS  2004.9 

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  • Study on Classification of Cracks on Concrete Structures Using Support Vector Machine

    HIROKANE Michiyuki, Y.Kusunose, H.Furuta

    Japan Society of Civil Engineers  2004.9 

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  • Development of Markup Language for Mathematics Teaching Materials for Web Based Training

    HIROKANE Michiyuki, F.Nishimura, T.Maeda, T.Yanagawa, H.Hijikata, T.Murata

    Japan Society for Educational Technology  2004.9 

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  • Repair Rule Generation for Bridge Maintenance Using a Classifier System

    HIROKANE Michiyuki, H.Furuta, Y.Shioyama

    CIVIL-COMP PRESS  2004.9 

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  • Application of Rough Sets to Prediction of Radar Rainfall Strength

    HIROKANE Michiyuki, H.Furuta, S.Nishino

    Japan Society for Fuzzy Theory and Intelligent Informatics  2004.6 

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  • Application of Rough Sets to Prediction of Radar Rainfall Strength

    HIROKANE Michiyuki, H.Furuta, S.Nishino

    Organization for Research and Development of Innovative Science and Technology, Kansai University  2004.1 

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  • Optimum Mining Simulations for Grade Adjustment in Open-Pit Mine

    HIROKANE Michiyuki, Y.Ohnishi, H.Furuta, T.Itoh

    Organization for Research and Development of Innovative Science and Technology, Kansai University  2004.1 

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  • Rough Sets Based Extraction Method of Characteristics from Bridge Images

    HIROKANE Michiyuki, H.Furuta, Y.Morikawa, C.Hamaguchi

    Bulletin of International Rough Set Society  2003.9 

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  • Extraction and Evaluation of Determination Rules from Damage Survey of Building Foundation Using Rough Sets

    HIROKANE Michiyuki, F.Nishimura, H.Furuta

    Japan Society of Civil Engineers  2003.9 

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  • Study on Extraction and Classification of Cracks on Concrete Slabs Using Pettern Recognition Methods

    HIROKANE Michiyuki, Y.Kusunose, H.Furuta

    Japan Society for Fuzzy Theory and Intelligent Informatics  2003.9 

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  • Extraction and Evaluation of Trend Rules from Accident Cases in Construction of Concrete Bridges

    HIROKANE Michiyuki, F.Nishimura, H.Furuta

    Japan Society for Fuzzy Theory and Intelligent Informatics  2003.9 

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  • Classification of Cracks in Concrete Slabs Using Pattern Recognition methods

    HIROKANE Michiyuki, Y.Kusunose, H.Furuta

    Civil-Comp Press  2003.9 

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  • Rough Sets Based Extraction Method of Characteristics from Bridge Images

    HIROKANE Michiyuki, H.Furuta, Y.Morikawa, C.Hamaguchi

    Proc. of the First Workshop on Rough Sets and Kansei Engineering in Japan  2003.9 

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  • Study on Extraction and Classification of Cracks on Concrete Slabs Using Pettern Recognition Methods

    HIROKANE Michiyuki, Y.Kusunose, H.Furuta

    Japan Society of Civil Engineers  2003.9 

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  • Predictive Fuzzy Control of Structural Vibration

    HIROKANE Michiyuki, H.Furuta, Y.Nomura

    Building Reserch Institute, Tsukuba University  2002.10 

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  • Web-Based Safety Management System in Construction of Presterssed Concrete Bridges

    HIROKANE Michiyuki, J.Zhang, H.Konishi

    A.A.BALKEMA Publishers  2002.10 

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  • Application of Cell Automata to Simulation System of Debris Flows

    HIROKANE Michiyuki, Y.Shimada, H.Furuta

    Japan Society of Civil Engineers  2002.9 

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  • Extraction of Detemination Algorithms Based on Supports and Condition Numbers from Diagnosis Cases of Slope Failure Danger Level

    HIROKANE Michiyuki, F.Nishimura, H.Furuta

    Japan Society of Civil Engineers  2002.9 

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  • Application of Self-Organizing Maps to Classification of Bridge Images

    HIROKANE Michiyuki, H.Shiro, H.Furuta

    CIVIL-COMP PRESS  2002.9 

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  • Application of Self-Organizing Maps to Estimation of Accident Causes in Construction of Prestressed Concrete Bridges

    HIROKANE Michiyuki, Y.Kusunose, H.Furuta

    Japan Society of Civil Engineers  2002.9 

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  • Application of Cell Automata to Simulation System of Debris Flows

    HIROKANE Michiyuki, Y.Shimada, H.Furuta

    Japan Society for Fuzzy Theory and Intelligent Informatics  2002.8 

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  • Web-Based Safety Management System in Construction of Prestressed Concrete Bridges

    HIROKANE Michiyuki, A.Miyamoto, H.Konishi, J.Zhang

    A.A.BALKEMA Publishers  2002.3 

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  • Safety Management System for construction of Prestressed Concrete Bridges -Application of Rough Sets to User Interface-

    HIROKANE Michiyuki, T.Kishida, H.Komori, S.Haku, T.Fujii

    Japan Society of Civil Engineers  2001.10 

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  • Study on Classification of Bridge Images Using Self-Organizing Map

    HIROKANE Michiyuki, H.Shiro, H.Furuta, W.Shiraki, K.Yasuda

    Japan Society of Civil Engineers  2001.10 

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  • Study on Visualization and Information Sharing of Construction Planning of Bridges

    HIROKANE Michiyuki

    Japan Society of Civil Engineers, Kansai Regional Branch  2001.9 

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  • Extraction of Land-Slide Topography from Digital Elevation Model Using Support Vector Machine

    HIROKANE Michiyuki, E.Nishihata, H.Furuta

    Japan Society for Fuzzy Theory and Intelligent Informatics  2001.9 

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  • Application of Genetic Algorithms and Rough Sets to Data Mining for Integrity Assessment of Bridge Structures

    HIROKANE Michiyuki, H.Furuta, K.Harakawa

    Morgan Kaufmann Publishers  2001.7 

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  • Decision Support System for Bridge Aesthetic Design Using Immune System

    HIROKANE Michiyuki, H.Furuta, K.Ishida

    Thomas Telford  2001.4 

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  • XML Based Database System for Accident Cases in Construction of Prestressed Concrete Bridge

    HIROKANE Michiyuki, A.Miyamoto, H.Konishi, Y.Fujioka

    A.A. BALKEMA Publishers  2001.1 

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  • Knowledge Acquisition from Cases for Integrity Assessment of Bridges Structure

    HIROKANE Michiyuki, H.Furuta, K.Harakawa

    IFIP WG7.5  2000.9 

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  • Prediction of Disasters Using GMDH and Its Parameter Estimation

    HIROKANE Michiyuki, H.Furuta, S.Tanaka, T.Kobayashi

    The Institute of Electrical Engineers of Japan  2000.9 

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  • Prediction of Rainfall Strength by Video Images and Sounds Using Chaos Theory

    HIROKANE Michiyuki, H.Furuta, S.Tanaka, T.Kobayashi, Y.Nomura

    The Institute of Electrical Engineers of Japan  2000.9 

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  • Study on Prediction System of Wind Speed -Comparison of Chaos Theory and GMDH-

    HIROKANE Michiyuki, M.Setoguchi, H.Furuta

    Japan Society of Civil Engineers  2000.9 

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  • Application of Determinate Non-Linear Prediction Method by Difference Vector to Real Time Series Data

    HIROKANE Michiyuki, Y.Nomura, H.Furuta

    Japan Society of Civil Engineers  2000.9 

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  • Application of Genetic Algorithms Adapted Real Number to Prediction Problem of Final Ground Sinking

    HIROKANE Michiyuki, E.Nishihata, H.Furuta

    Japan Society of Civil Engineers  2000.9 

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  • Knowledge Acquisition Method fromn Diagnosis Cases of Slope Failure Danger Level Using Genetic Algorithms and Rough Sets

    HIROKANE Michiyuki, K.Harakawa, S.Tanaka, Y.Kimura

    Japan Society of Civil Engineers  2000.9 

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    Kansai University Grant-in-Aid for the Faculty Joint Research Program

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  • Prediction of Radar Rainfall Strength Using Fractal Dimension

    HIROKANE Michiyuki, R.Tanoue, H.Furuta

    Japan Society of Civil Engineers  2000.9 

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  • XML Based Information Sharing System of Accident Cases in Construction of Prestressed Concrete Bridges

    HIROKANE Michiyuki, J.Zhang, H.Komori, T.Fujii, A.Sugita

    Japan Society of Civil Engineers  2000.9 

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  • Web-Based Database System for Accident Cases in Construction of Prestressed Concrete Bridge

    HIROKANE Michiyuki, A.Miyamoto, H.Konishi, T.Kishida

    Technology systems Inc.  2000.8 

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  • An Estimation Meghod for Landslide Risk by GMDH Network

    HIROKANE Michiyuki, H.Furuta, S.Tanaka, T.Kobayashi

    A.A.BALKEMA Publishers  2000.8 

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  • A Study of Technology for Diagnosing Bridge Soundness and Acquiring Rough Set Based Rule Type Knowledge by Using Portable Computer

    HIROKANE Michiyuki, H.Furuta, S.Tanaka, Y.Mikumo

    A.A.BALKEMA Publishers  2000.8 

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    Kansai University Special Research Fund

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  • Study on Next Generation Techniques for Standardization and Exchange Methods of Construction CAD Data

    HIROKANE Michiyuki

    Kansai University  1999.11 

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  • Application of Rough Set Theory to Inference of Damage Causes of Bridges

    HIROKANE Michiyuki, H.Furuta

    Korean Society of Steel Construction  1999.10 

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  • Safety Management System for Erection of Prestressed Concrete Bridges Using WWW - Development of Database and its Analysis -

    HIROKANE Michiyuki, Y.Fujioka, T.Sekiguchi, R.Amano, S.Kikkawa

    Japan Society of Civil Engineers  1999.9 

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  • Study on Prediction of Flood Tide Using Chaos Theory

    HIROKANE Michiyuki, Y.Nomura, H.Furuta, Y.Tanaka

    Japan Society of Civil Engineers  1999.9 

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  • Development of Visualized Safety Management System for Construction Works of Prestressed Concrete Bridges

    HIROKANE Michiyuki, A.Miyamoto, H.Konishi, Y.Fujioka

    Civil-Comp Press  1999.9 

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  • Application of Genetic Algorithms to Sinking Prediction of Artificial Ground

    HIROKANE Michiyuki, E.Nishihata, H.Furuta

    Japan Society for Fuzzy Theory and Intelligent Informatics  1999.9 

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  • Application of Genetic Algorithms to Rough Set Based Knowledge Discovery Method

    HIROKANE Michiyuki, H.Furuta, K.Harakawa

    Technology systems,Inc.  1999.8 

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  • Study on Hybrid System of Safety Management and Work Planning of Bridge Construction

    HIROKANE Michiyuki

    Japan Society of Civil Engineers, Kansai Regional Branch  1999.7 

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  • Application of Genetic Algorithms to Rough Sets Based Knowledge Acquisition Method

    HIROKANE Michiyuki, K.Harakawa, H.Furuta

    Japan Society for Fuzzy Theory and Intelligent Informatics  1999.6 

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  • Application of Genetic Argorithms to Repair Planning to Airport Apron

    HIROKANE Michiyuki, H.Furuta, K.Takayama, S.Inoue

    Japan Society for Fuzzy Theory and Intelligent Informatics  1999.6 

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  • Application of Artificial Life and Genetic Argorithms to Location Plan in Theme Parks

    HIROKANE Michiyuki, H.Furuta, Y.Goto, K.Mitsutaka

    Japan Society for Fuzzy Theory and Intelligent Informatics  1999.6 

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    Grant-in-Aid for Scientific Research

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  • Application of Fractal Theory to Prediction of Slope Failures

    HIROKANE Michiyuki, H.Furuta, Y.Osawa, S.Tamaru

    Japan Society for Fuzzy Theory and Intelligent Informatics  1999.6 

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  • Study on Hybrid System of Safety Management and Work Planning of Bridge Construction

    HIROKANE Michiyuki

    Japan Society of Civil Engineers, Kansai Regional Branch  1999.3 

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  • Application of Chaos Theory to Fuzzy Control of Structural Vibration

    HIROKANE Michiyuki, H.Furuta, Y.Nomura, Y.Tanaka

    APSSRA 99  1999.2 

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  • Data Mining and Analysis for Landslide Risk Using Neural Networks

    HIROKANE Michiyuki, T.Kobayashi, H.Furuta, S.Tanaka

    A.A.BALKEMA Publishers  1998.11 

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  • Evaluation of Rule-Type Knowledge Extracted by Rough Set Theory from Diagnostic Cases of Slope-Failure Danger Levels

    HIROKANE Michiyuki, H.Furuta, S.Tanaka, T.Kobayashi

    A.A.BALKEMA Publishers  1998.11 

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    Kansai University Special Research Fund

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  • Study on Safety Management and Risk Evaluation in Erection of Steel Bridges

    HIROKANE Michiyuki, H.Komori, A.Miyamoto, N.Egoshi

    Japan Society of Civil Engineers  1998.10 

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  • Application of Genetic Algorithms to Identification Problem of Structures

    HIROKANE Michiyuki, M.Morisaki, H.Furuta

    Japan Society of Civil Engineers  1998.10 

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    Grant-in-Aid for Scientific Research

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  • Application of Chaos Theory to Fuzzy Control of Structural Vibration

    HIROKANE Michiyuki, Y.Nomura, H.Furuta

    Japan Society of Civil Engineers  1998.10 

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    Grant-in-Aid for Scientific Research

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  • Study on Disaster Prevention Awareness and Disaster Estimation Using Artificial Life and Multimedia

    HIROKANE Michiyuki

    Kansai University  1998.9 

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  • A Color Designing Method of Bridge by Using Rough Sets and Genetic Algorithm

    HIROKANE Michiyuki, H.Furuta, S.Tanaka, Y.Mikumo

    Technology systems,Inc  1998.8 

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  • Design Support System of Natural Park Using Artficial Life Technology

    HIROKANE Michiyuki, H.Furuta, Y.Goto

    Japan Society for Fuzzy Theory and Intelligent Informatics  1998.6 

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    Grant-in-Aid for Scientific Research

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  • Active Control of Structural Vibration Using Chaos Theory and Fuzzy Theory

    HIROKANE Michiyuki, H.Furuta, Y.Nomura

    Japan Society for Fuzzy Theory and Intelligent Informatics  1998.6 

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    Grant-in-Aid for Scientific Research

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  • Application of Rough Set Theory to Integrity Assessment of Reinforced Concrete Bridges

    HIROKANE Michiyuki, H.Furuta, S.Tanaka, Y.Mikumo

    Huazhong University of Science and Technology Press  1998.6 

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    Kansai University Special Research Fund

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  • Development of Knowledge-Based System for Risk Analysis in Construction Works of Prestressed Concrete Bridge

    HIROKANE Michiyuki, A.Miyamoto, H.Konishi, T.Ueda, Y.Fujioka

    A. A. Balkema Publishers  1998.5 

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  • Study on Guidance System for Underground Shopping Center in Osaka

    HIROKANE Michiyuki

    System Research Institute Co., Ltd.  1998.3 

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  • Study on Fuzzy Control of Structure Vibration Using Chaos Theory and Genetic Algorithms

    HIROKANE Michiyuki

    Ministry of Education, Culture, Sports, Science and Technology  1998.3 

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  • Application of Rough Sets Theory to Inference of Damage Causes on Reinforced Concrete Slabs

    HIROKANE Michiyuki, H.Furuta

    American Concrete Institute  1997.11 

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  • The Estimation of Landslide Risk by Neural Networks

    HIROKANE Michiyuki, T.Kobayashi, H.Furuta, T.Hoko, I.Takekawa

    Association of Finish Civil  1997.9 

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  • Application of Chaos Theory to Short Term Prediction

    HIROKANE Michiyuki, M.Morisaki, H.Furuta, H.Kondo

    Japan Society of Civil Engineers  1997.9 

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    Grant-in-Aid for Scientific Research

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  • Study on Safety Management System in Construction of Prestressed Concrete Bridges

    HIROKANE Michiyuki, S.Haku, H.Konishi, A.Miyamoto

    Japan Society of Civil Engineers  1997.9 

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  • Rough-Set-Based Diagnosis Model of Slope-Failure Danger Level

    HIROKANE Michiyuki, H.Furuta, S.Nakai, Y.Mikumo

    Association of Finish Civil  1997.9 

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  • Rough Set Based Knowledge Acquisition Method from Cases for Integrity Assessment of Bridge Structures

    HIROKANE Michiyuki, H.Furuta, Y.Mikumo

    Techno-Press  1997.8 

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  • The Decision Support System for Color of Car Body Using Genetic Algorithm and Rough Sets

    HIROKANE Michiyuki, T.Kobayashi, H.Furuta, S.Tanaka, Y.Mikumo

    Japan Society of Mechanical Engineers  1997.7 

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  • Study on Modeling and System of Safety Management in Bridge Construction

    HIROKANE Michiyuki

    Japan Society of Civil Engineers, Kansai Regional Branch  1997.7 

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  • Application of Rough Sets Theory to Diagnosis of Slope Failure Danger Levels

    HIROKANE Michiyuki, H.Furuta, Y.Mikumo

    Japan Society for Fuzzy Theory and Intelligent Informatics  1997.6 

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  • Rough-Set Based Analysis Method of Observation Data for Diagnosing Slope-Failure Danger Level

    HIROKANE Michiyuki, H.Furuta, Y.Mikumo

    ACADEMIA  1997.6 

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  • Development of Disaster Monitoring System Using Chaos Theory

    HIROKANE Michiyuki

    System Research Institute Co., Ltd.  1997.3 

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  • A Color Determination Method of Bridge Beam by Using 'Rough Sets' and 'Fuzzy Theory'

    HIROKANE Michiyuki, H.Furuta, S.Tanaka, Y.Mikumo, T.Kobayashi

    Japanese Research Group on Rough Sets  1996.11 

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    Kansai University Grant-in-Aid for the Faculty Joint Research Program

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  • Application of Knowledge Based Expert System in Steel Bridge Management

    HIROKANE Michiyuki, H.Furuta, S.Tanaka, Y.Mikumo

    Greyden Press  1996.10 

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    Kansai University Grant-in-Aid for the Faculty Joint Research Program

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  • Diagnosis Process of Accident Prediction in Bridge Construction

    HIROKANE Michiyuki, S.Haku, N.Tsuchitori, H.Komori, M.Taniguchi

    Japan Society of Civil Engineers  1996.9 

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  • A Basic Idea for ”Eco-Friendly” Design of Civil Structures

    HIROKANE Michiyuki, H.Furuta, S.Tanaka, Y.Mikumo, T.Kobayashi

    Japan Society of Civil Engineers  1996.9 

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    Kansai University Research Grants

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  • A Basic Design for ”Eco-Friendly” Design of Civil Structures

    HIROKANE Michiyuki, H.Furuta, S.Tanaka, Y.Mikumo, T.Kobayashi

    Canadian Society of Civil Engineering  1996.8 

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    Kansai University Research Grants

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  • Study on Safety Management System in Bridge Construction

    HIROKANE Michiyuki

    Japan Society of Civil Engineers  1996.5 

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  • Knowledge-Based System for Diagnosis and Planning of Solid Waste Disposal Services

    HIROKANE Michiyuki, H.Furuta, H.Habara

    CI-PREMIER PRESS  1996.5 

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  • A Basic Architecture of ”Eco-Friendly” Design System for Civil Structwres

    HIROKANE Michiyuki, H.Furuta, S.Tanaka, Y.Mikumo, T.Kobayashi

    CI-PREMIER PRESS  1996.5 

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  • Study on Vibration Control of Structures Using Fuzzy Active Control

    HIROKANE Michiyuki

    System Research Institute Co., Ltd.  1996.3 

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  • Rough Set Based Knowledge Acquisition Method from Diagnosis Data of Slope-failure Danger Level

    HIROKANE Michiyuki, I.Mikami, T.Ueda

    Japan Society of Civil Engineers  1995.9 

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  • Application of Genetic Algorithms and Expert System to Design and Planning of Solid Waste Disposal

    HIROKANE Michiyuki, H.Furuta, H.Habara

    CIVIL-COMP PRESS  1995.8 

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  • Study on Modeling and System of Safety Management in Bridge Construction

    HIROKANE Michiyuki

    Japan Society of Civil Engineers, Kansai Regional Branch  1995.3 

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  • Development of Long-Term Planning for Road Infrastructures

    HIROKANE Michiyuki

    System Research Institute Co., Ltd.  1995.3 

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  • Study on Knowledge Information Processing for Civil Structures: Final Report

    HIROKANE Michiyuki

    Japan Society of Civil Engineers, Kansai Regional Branch  1994.7 

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  • Knowledge for Expert System on Planning Garbage Collection and Transportation

    HIROKANE Michiyuki, T.Matsutou, N.Tanaka, H.Inoue, H.Habara

    Japan Society of Material Cycles and Waste Management  1993.10 

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  • Classification of Assessment Data for Danger Level of Natural Slopes by Normalized S-P Score Table

    HIROKANE Michiyuki, I.Mikami, T.Ueda

    Japan Society of Civil Engineers  1993.9 

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  • Design Support System for Sediment-related Disaster Restoration Work Using Photographic Information

    HIROKANE Michiyuki, K.Nishi, T.Tanaka, N.Fukuda, H.Sasaki

    Japan Society of Civil Engineers  1993.9 

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  • Knowledge Acquisition and Evaluation for Selection of Slope Protection Structures

    HIROKANE Michiyuki, I.Mikami, K.Yagashira, K.Kawano

    CIVIL-COMP PRESS  1993.8 

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  • Study on Knowledge Information Processing for Civil Structures: Middle Report

    HIROKANE Michiyuki

    Japan Society of Civil Engineers, Kansai Regional Branch  1993.5 

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  • Design Support System for Sediment-related Disaster Restoration Work Using Photographic Information

    HIROKANE Michiyuki, K.Nishi, T.Tanaka, N.Fukuda, H.Sasaki

    The Japanese Geotechnical Society  1993.5 

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  • Study on Design Support System of Garbage Destruction by Fire Processing Institutions

    HIROKANE Michiyuki, H.Adachi, T.Matsutou, N.Tanaka, H.Habara, Y.Kakuta

    Japan Society of Material Cycles and Waste Management  1992.11 

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  • Evaluation of Diagnosis Results on Danger Level of Natural Slopes Using S-P Score Table

    HIROKANE Michiyuki, I.Mikami, T.Ueda

    Japan Society of Civil Engineers  1992.9 

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  • Expert System on Selecting Construction Methods of Sewer Pipe

    HIROKANE Michiyuki, Y.Yoshinami, T.Imaida

    Japan Society of Civil Engineers  1992.9 

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  • Possibility and Applicability of Expert System to Civil Engineering

    HIROKANE Michiyuki

    Japan Society of Civil Engineers, Kansai Regional Branch  1992.7 

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  • Expert System on Selecting Construction Methods of Sewer Pipe

    HIROKANE Michiyuki, Y.Yoshinami, T.Imaida

    Japan Society of Civil Engineers  1991.9 

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  • Construction of Database on Expert System in the Field fo Civil Engineering and Its Analysis

    HIROKANE Michiyuk, I.Mikami, T.Tsuchida, A.Kurachi

    Japan Society of Civil Engineers  1991.9 

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  • Disaster Prevention System in Model Project of Total Measurements for Ground Disaster

    HIROKANE Michiyuki, T.Ueda, A.Shimizu

    Geological Survey Enterprises Association  1991.9 

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  • Diagnosis of Danger Level of Natural Slopes Using S-P Score Table

    HIROKANE Michiyuki, T.Ueda, I.Mikami

    Japan Society of Civil Engineers  1991.9 

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  • Expert System on Selecting Construction Methods of Sewer Pipe

    HIROKANE Michiyuki, Y.Yoshinami, T.Imaida

    Japan Society of Civil Engineers  1991.5 

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  • Expert System for Selecting Slope Protection Methods

    HIROKANE Michiyuki, I.Mikami, K.Yagashira, K.Kawano

    Japan Society of Civil Engineers  1987.5 

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Research Projects

  • Harmonized Fitness:音楽運動のアンサンブルによる健康づくりのスマート化

    2021 - 2022

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  • 土砂災害警戒区域の設定へのAIの適用

    2018 - 2022

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  • ロボット溶接におけるブローホール欠陥の自動検知方法に関する研究

    2017

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  • 橋梁工事における労働災害について

    2016 - 2022

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  • インフラ維持管理の枠組みと新技術の実展開(SIP:戦略的イノベーション創造プログラム)

    2016 - 2019

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  • Development of Cloud BMS Using Real Deteriorated Bridge

    Grant number:25289141  2013.4 - 2018.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (B)

    Furuta Hitoshi

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    Grant amount:\17420000 ( Direct Cost: \13400000 、 Indirect Cost:\4020000 )

    This project aims to achieve the sustainable management framework for the maintenance of infrastructures. Introducing the bridge management system developed here, it is possible to search an effective or optimal planning of bridge maintenance through WEB service based on cloud computing technologies. Then, by conducting the experiment of real deteriorated bridge, the system could be proven to provide useful information for the maintenance work. In order to contribute the training of inexperienced or young engineers an e-learning system has been developed, which is available to learn the the maintenance methods including inspection, repair and replacement and so on . By using the system it enables to obtain the sufficient skill and knowledge regardless of time and location constraints.

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  • Development of Visualized Safety Education Support System for Prevention of Fall Disaster

    2011 - 2013

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    Grant type:Competitive

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  • Study on Refuge Action Simulation in Debris Flow

    2010

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    Grant type:Competitive

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  • ICOSSAR 2009

    2009

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    Grant type:Competitive

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  • ICOSSAR 2009

    2009

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    Grant type:Competitive

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  • ICOSSAR 2009

    2009

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    Grant type:Competitive

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  • ICOSSAR 2009

    2009

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    Grant type:Competitive

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  • Robust Design Optimization of Engineering Structures

    2009

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    Grant type:Competitive

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  • Study on Spiral Network for Safety Intelligence

    2008 - 2013

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    Grant type:Competitive

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  • Study on e-Business

    2007 - 2010

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    Grant type:Competitive

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  • Study on Application of Rough Sets to Demand Prediction

    2006

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    Authorship:Collaborating Investigator(s) (not designated on Grant-in-Aid)  Grant type:Competitive

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  • Study on Population Prediction of Takatsuki City

    2004 - 2007

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    Authorship:Collaborating Investigator(s) (not designated on Grant-in-Aid)  Grant type:Competitive

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  • Study of Grid Computing

    2004 - 2007

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    Grant type:Competitive

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  • Development of Learning Model and Learning Environment Using Advance Infoemation Technologies

    2003 - 2008

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    Grant type:Competitive

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  • Study of Radar Rainfall Strength Prediction Using Rough Sets

    2003

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    Authorship:Collaborating Investigator(s) (not designated on Grant-in-Aid)  Grant type:Competitive

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  • Study on WBT System for Analysys

    2003

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    Grant type:Competitive

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  • Study on Application of Datamining methods to Civil Engineering

    1999

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    Grant type:Competitive

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  • Study on Radar Rainfall Strength Prediction Using Fractal Dimension

    1999

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    Authorship:Collaborating Investigator(s) (not designated on Grant-in-Aid)  Grant type:Competitive

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  • Study on Reginal Security by Using Artificial Life and Multimedia

    1998 - 2000

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    Authorship:Collaborating Investigator(s) (not designated on Grant-in-Aid)  Grant type:Competitive

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  • Study of Eco-Friendly Structural Design by Using Artificial Life

    1998 - 2000

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    Grant type:Competitive

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  • Development of Structural Design System friendly to Environments Using Artificial Life Technology

    Grant number:10650474  1998 - 2000

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (C)

    FURUTA Hitoshi, KOBAYASHI Takashi, TANAKA Shigenori, HIROKANE Michiyuki

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    Grant amount:\3500000 ( Direct Cost: \3500000 )

    In this study, some researches were made on the definition of eco-design of structures. In order to develop a practical design system for eco-structures, advanced technologies such as so called "soft computing", i.e., chaos, neural network, genetic algorithm, artificial life, fractal theories were studied and attempted to combine them so as to obtain a more useful method.
    This year, the following topics were investigated to establish a basic concept and method of realizing eco-structural design :
    1 A drawing system was developed. Allocating several categorical parts in the 2-dimensional space, a useful drawing system was realized. As an example, A prototype system for drawing bridge structures was developed, which can use CG library.
    2 A system that can creates 3-dimensional data using 2-dimensional data was developed. Especially, the system employed digital photo systems for the creation of 3-dimensional data.
    3 Standardized data system was studied for common use of various data, where data exchange base and information protocol were quite important.
    4 To establish a design system for eco-structures, CALS technology was useful. As a basic technology, a translator between STEP/AP203 and VRML information was developed.

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  • Study of Standardization and Communalization of CAD data for Construction

    1998 - 1999

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    Grant type:Competitive

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  • Study on Maintenance Planning of Airport Facilities by Using Genetic Algorithms

    1997 - 1999

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    Grant type:Competitive

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  • Study on Reginal Security by Using Artificial Life and Multimedia

    1997 - 1998

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    Grant type:Competitive

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  • Study of Fuzzy Vibration Control of Structures by Using Chaos Theory and Genetic Algorithms

    1996 - 1998

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    Grant type:Competitive

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  • Study on Application of Genetic Algorithms to Civil Engineering

    1995 - 1997

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    Grant type:Competitive

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  • Study on Application of Genetic Algorithms and Chaos Theory to Eco-Friendly Design System of Structures

    1995 - 1996

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    Grant type:Competitive

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  • Study of Case Base Reasoning by Using Neural Network, Fuzzy Theory and Rough Sets Theory

    1995 - 1996

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    Grant type:Competitive

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  • Application of Fuzzy Finite Element Method to Bridge Construction Management

    Grant number:05650453  1993 - 1994

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for General Scientific Research (C)

    FURUTA Hitoshi, AKIYAMA Takamasa, KOBAYASHI Takashi, TANAKA Shigenori, HIROKANE Michiyuki

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    Grant amount:\2300000 ( Direct Cost: \2300000 )

    In the construction of bridges, construction management is very important. Reliability or safety is dependent on the accuracy of construction even though design is done precisely. In this syudy, an attempt is made to introduce the fuzzy set theory into the finite element analysis in order to improve the accuracy of the analysis. It is also attempted to develop a practical method for system identification of errors involved during construction and optimal adjustment of cable tension forces and cambers.
    The formulation of the fuzzy finite element analysis was done and its efficiency was validated through a simple numerical example of simply supported plate. For the construction management of bridges, a new practical method was developed based upon fuzzy regression analysis and fuzzy mathematical programming. Comparing the usual adjusting methods based on nonlinear optimization technique, this method can improve the convergency reaching the optimal solution and reduce the computation load and time.

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  • Pattern Recognition

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    Grant type:Competitive

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  • 機械学習

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  • Simulation

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    Grant type:Competitive

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  • Image Processing

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    Grant type:Competitive

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  • e-Learning

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    Grant type:Competitive

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  • Data Mining

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    Grant type:Competitive

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Social Activities

  • 土木学会安全問題研究委員会委員長

    2021.12

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  • 安全工学シンポジウム(日本学術会議)実行委員長

    2021.7 - 2022.7

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  • 日本知能情報ファジィ学会副会長

    2021.6 - 2023.6

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  • 高槻市情報化計画審議会

    2019.10

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  • 日本知能情報ファジィ学会評議員

    2019.6 - 2021.6

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  • 論文集編集委員会・F6分冊編集小委員会(土木学会)

    2019.6 - 2021.6

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  • 安全問題研究委員会・土木工事安全小委員会(土木学会)

    2019.6

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  • 論文賞選考委員会(土木学会)

    2018.6 - 2020.6

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  • AIのインフラ維持管理への活用検討プロジェクト会議(JST)

    2017.4 - 2019.3

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  • 日本橋梁株式会社工事安全衛生協力会顧問

    2017.4

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  • 日本知能情報ファジィ学会理事

    2016.6 - 2019.6

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  • 研究企画委員会(土木学会)

    2016.6 - 2018.5

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  • 高槻市将来人口推計検討会

    2016.6

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  • 事業委員会委員(システム制御情報学会)

    2014.4 - 2019.3

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  • 安全問題討論会実行小委員会(土木学会)

    2012.7 - 2020.3

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  • Subcommittee of Design and Ability Evaluation of Structures for Unassumption Action

    2011.9 - 2013.5

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  • Editorial Committee of JSCE Journals for Division F

    2011.4 - 2014.6

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  • Council for Social Welfare of Takatsuki City

    2010.2 - 2012.3

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  • Subcommittee of Risk Evaluation of Social Infrastructures

    2009.4 - 2012.3

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  • JSCE Thesis Award Selection Committee

    2008.7 - 2010.5

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  • Editorial Committee of JSCE Journals

    2007.6 - 2009.5

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  • 日本知能情報ファジィ学会事業委員会委員(日本知能情報ファジィ学会)

    2007.4 - 2009.3

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  • 私立大学連盟広報委員会広報戦略分科会(私立大学連盟)

    2006.4 - 2007.3

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  • Working Group for Reginal Security

    2005.4 - 2012.3

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  • 私立大学連盟広報委員会(私立大学連盟)

    2005.4 - 2007.3

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  • Civic Committee for promotion of Reginal Informatics

    2003.12 - 2019.3

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  • Working Group for System of Population Estimation

    2003.9 - 2007.8

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  • Committee for Social Infrastructure of Informatics

    2003.6 - 2007.3

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  • Working Group for Document Management

    2003.5 - 2004.3

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  • Committee for Application of Knowledge Information Processing to Investigation of Bridges

    2003.4 - 2005.3

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  • Administration Committee for Kansai Branch of Japan Society for Fuzzy Theory

    2003.4

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  • Committee for Study on Rough Sets

    2003.1 - 2004.3

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  • Committee for Safety Education

    2002.7 - 2010.6

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  • Committee for Safety Issue

    2002.7

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  • Committee for Evaluation and Agreement of Stracural Performance Design

    2002.4 - 2007.3

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  • Organizing Committee of 10th IFIP WG 7.5 Working Conference on Reliability and Optimization of Structural Systems

    2001.4 - 2002.3

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  • Editional Board of International Conference on Civil and Structural Engineering Computing

    2001.4

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  • Committee for Study on Geographical Information System and Global Positioning System

    1999.6 - 2002.3

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  • Committee for Application of Artificial Intelligent to Optimization of Structural Sysyems

    1999.4 - 2002.3

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  • Committee for Visualization and Communalization of Information in Bridge Erection

    1999.4 - 2001.3

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  • Administration Committee for Kansai Branch of Japan Society for Fuzzy Theory

    1998.4 - 2000.3

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  • Editorial Board of Journal of Japan Society for Fuzzy Theory

    1997.4 - 2002.3

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  • Committee for Systems of Construction Method and Safety Management in Bridge Erection

    1997.4 - 1999.3

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  • Editorial Board of Journal of Structural Engineering

    1996.4 - 1998.3

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  • Committee for Safety Management Systems in Bridge Erection

    1995.4 - 1997.3

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  • Committee for Planning of Street Bridges

    1994.4 - 1998.3

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  • Commitee for Knowledge Information in Civic Structures

    1993.4 - 1995.3

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  • Committee for Application of Expert System to Civil Engineering

    1992.4 - 1994.3

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Devising educational methods

  • ・専門演習・卒業研究 -少なくとも年2回,合宿形式での集中学習および研究報告会を実施 -小学校で,3年生と5年生を対象としたロボット・センサー授業の企画・実践(小大連携) -組込みシステム技術協会主催のETロボコンへの参加(オブジェクト指向プログラミングの実践的教育)

Teaching materials

  • ・知っておきたい微分積分《入門編》;http://www.hirokane.kutc.kansai-u.ac.jp/wbt/ ・基本ソフトウェア実習テキスト;総合情報学部,関大出版 ・プログラミング実習1;総合情報学部,関大出版

Teaching method presentations

  • 以下のシンポジウムや論文集にて,教育実践の成果を発表. ・安全工学シンポジウム,日本学術会議 -安全教育のアンケートの分析結果について-法規制と安全-,2006.7. -建設現場における安全教育に関するアンケートからの経験則の抽出方法,2008.7. -現場安全教育における危険予知訓練について,2010.7. ・ソフトコンピューティング応用シンポジウム,日本知能情報ファジィ学会 -教材自動生成型e-Learningの防災教育への応用,2007.2. ・安全問題研究論文集,土木学会 -現場における安全教育の実態に関する経験年数別分析結果,2007.11. -建設現場における安全教育の現状と目的との乖離について,2008.11. -複数の現場における大学生に対する現場安全教育とその効果の比較,2010.11. ・土木学会論文集,土木学会 -安全教育における危険予知訓練について,2010.2. ・CEレポート,土木学会誌,土木学会 -ヒューマンエラー防止対策としての安全教育,2011.3.

Special notes on other educational activities

  • 以下の学外委員会に学生を参加させ,問題解決に関する実践的教育を実施. ・高槻市,将来人口推計システム改善研究会 ・高槻市,リージョナルセキュリティ研究会 ・大阪市,関西道路研究会,社会インフラのリスク評価に関する研究小委員会 ・土木学会,想定外の作用に対する構造性能評価・設計手法検討小委員会