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J-GLOBAL ID：201401027679897059   Update date: Aug. 17, 2024

Handa Hisashi

ハンダ ヒサシ | Handa Hisashi
Affiliation and department：
Kindai University Faculty of Informatics Department of Informatics

About Kindai University Faculty of Informatics Department of Informatics


Other affiliations (1)：
Homepage URL  (1)： http://kaken.nii.ac.jp/d/r/60304333.ja.html
Research field  (8)： Sensitivity (kansei) informatics ,  Soft computing ,  Intelligent robotics ,  Perceptual information processing ,  Measurement engineering ,  Control and systems engineering ,  Mechanics and mechatronics ,  Robotics and intelligent systems
Research keywords  (30)： 分布推定アルゴリズム ,  協調分散型進化計算 ,  測地距離 ,  強化学習 ,  強化学習問題 ,  進化計算 ,  知識抽出 ,  State Space Construction ,  Reinforcement Learning ,  グラフカーネル ,  Anticipatory Behavior ,  Autonomous Robots ,  Growing Neural Gas Neural Networks ,  グラフマイニング ,  クラスタリング ,  状態分割法 ,  レーザーレンジファインダ ,  3次元形状測定 ,  鏡面物体 ,  風土的人工物 ,  不便益 ,  ヒューマンインタフェース ,  システム設計 ,  分節化 ,  システムデザイン ,  光沢度測定 ,  重層性 ,  素材判別 ,  超音波センサアレイ ,  人間-機械系
Research theme for competitive and other funds  (15)：
  • 2023 - 2026 Creation of new structure of nuclear fusion coil by quantum annealing and 3D topology optimization.
  • 2020 - 2023 Evolutionary Search of Structured Data by Using Deep Graph Kernels
  • 2017 - 2020 Extension and Performance Improvement of Estimation of Distribution Algorithms with Graph Kernels
  • 2014 - 2017 Extension of Estimation of Distribution Algorithms with graph kernels
  • 2009 - 2014 Systems Theory based on Benefit of Inconvenience
Show all
Papers (52)：
  • 米田 頼晃, 半田 久志, 工藤 正俊. 最先端医療の今 CNNシステムによる大腸ポリープAI自動診断. Medical Science Digest. 2022. 48. 3. 144-146
  • Hidekazu Tanaka, Ken Kamata, Rika Ishihara, Hisashi Handa, Yasuo Otsuka, Akihiro Yoshida, Tomoe Yoshikawa, Rei Ishikawa, Ayana Okamoto, Tomohiro Yamazaki, et al. Value of artificial intelligence with novel tumor tracking technology in the diagnosis of gastric submucosal tumors by contrast-enhanced harmonic endoscopic ultrasonography. Journal of gastroenterology and hepatology. 2022. 37. 5. 841-846
  • Yoriaki Komeda, Hisashi Handa, Ryoma Matsui, Shohei Hatori, Riku Yamamoto, Toshiharu Sakurai, Mamoru Takenaka, Satoru Hagiwara, Naoshi Nishida, Hiroshi Kashida, et al. Artificial intelligence-based endoscopic diagnosis of colorectal polyps using residual networks. PLOS ONE. 2021. 16. 6. e0253585-e0253585
  • Yoriaki Komeda, Hisashi Handa, Ryoma Matsui, Toshiharu Sakurai, Tomohiro Watanabe, Hiroshi Kashida, Masatoshi Kudo. Tu1955 COMPUTER-AIDED DIAGNOSIS BASED ON CONVOLUTIONAL NEURAL NETWORK SYSTEM USING ARTIFICIAL INTELLIGENCE FOR COLORECTAL POLYP CLASSIFICATION. Gastrointestinal Endoscopy. 2019. 89. 6. AB631-AB631
  • Misaki Kitahashi, Hisashi Handa. Application of Evolutionary Multiobjective Optimization in L1-Regularization of CNN. 2019. 2129-2135
ｍore...
MISC (45)：
  • HANDA Hisashi. A Brief Introduction of Deep Learning(Questions and Answers). Systems, control and information. 2016. 60. 3. 126-127
  • HANDA Hisashi. Editorial Essay(<Special Issue>Deepening Machine Learning-Advanced Paradigm of Algorithms and their Applications). Systems, control and information. 2016. 60. 3. 91-91
  • HANDA Hisashi. Report of the ISCIE Autumn Seminar(ISCIE Activities). Systems, control and information. 2014. 58. 9. 391-391
  • Mario AI NPC with Deep Boltzmann Machines. 2013. 2013. 108. 43-46
  • EDA for Graph-Related Problems with Gibbs Sampling. 2013. 2013. 80. 119-122
ｍore...
Books (2)：
  • Markov Networks in Evolutionary Computation, EDA-RL: EDA with Conditional Random Fields for Solving Reinforcement Learning Problems
    Springer Berlin Heidelberg 2012
  • ソフトコンピューティングの基礎と応用
    共立出版 2012
Professional career (1)：
  • 博士(情報学) (京都大学)
Work history (4)：
  • 2019/04 - 現在 Kindai University Faculty of Science and Engineering Department of Informatics Professor
  • 2012/04 - 2019/03 Kindai University Faculty of Science and Engineering, Department of Informatics
  • 2007/04 - 2011/03 Okayama University
  • 1998/04 - 2007/03 Okayama University Faculty of Engineering
Awards (2)：
  • 2009年度 人工知能学会 研究会優秀賞
  • 2009 ACM GECCO Best Paper Award
Association Membership(s) (7)：
ACM SIGEVO ,  THE JAPANESE SOCIETY FOR ARTIFICIAL INTELLIGENCE ,  IEEE ,  THE INSTITUTE OF SYSTEMS, CONTROL AND INFORMATION ENGINEERS (ISCIE) ,  THE INSTITUTE OF ELECTRICAL ENGINEERS OF JAPAN ,  THE SOCIETY OF INSTRUMENT AND CONTROL ENGINEERS ,  進化計算学会
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