Researchers

HANDA Hisashi
Professor
Faculty Department of Informatics / Graduate School of Science and Engineering / Cyber Informatics Research Institute
Researchmap https://researchmap.jp/hisashihanda

Education and Career

Academic & Professional Experience

  • Apr. 2019 - Today , Kindai University Faculty of Science and Engineering Department of Informatics Professor
  • Apr. 2012 - Mar. 2019 , Kindai University Faculty of Science and Engineering, Department of Informatics 准教授
  • Apr. 2007 - Mar. 2011 , Okayama University 大学院・自然科学研究科 助教
  • Apr. 1998 - Mar. 2007 , Okayama University Faculty of Engineering 助手

Research Activities

Research Areas

  • Informatics, Sensitivity (kansei) informatics
  • Informatics, Soft computing
  • Informatics, Intelligent robotics
  • Informatics, Perceptual information processing
  • Manufacturing technology (mechanical, electrical/electronic, chemical engineering), Measurement engineering
  • Manufacturing technology (mechanical, electrical/electronic, chemical engineering), Control and systems engineering
  • Manufacturing technology (mechanical, electrical/electronic, chemical engineering), Control and systems engineering
  • Informatics, Mechanics and mechatronics
  • Informatics, Robotics and intelligent systems

Research Interests

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

Published Papers

  1. Artificial intelligence-based endoscopic diagnosis of colorectal polyps using residual networks
    Yoriaki Komeda; Hisashi Handa; Ryoma Matsui; Shohei Hatori; Riku Yamamoto; Toshiharu Sakurai; Mamoru Takenaka; Satoru Hagiwara; Naoshi Nishida; Hiroshi Kashida; Tomohiro Watanabe; Masatoshi Kudo
    PLOS ONE  16  (6)  , e0253585-e0253585, 22, Jun. 2021 
  2. Tu1955 COMPUTER-AIDED DIAGNOSIS BASED ON CONVOLUTIONAL NEURAL NETWORK SYSTEM USING ARTIFICIAL INTELLIGENCE FOR COLORECTAL POLYP CLASSIFICATION
    Yoriaki Komeda; Hisashi Handa; Ryoma Matsui; Toshiharu Sakurai; Tomohiro Watanabe; Hiroshi Kashida; Masatoshi Kudo
    Gastrointestinal Endoscopy  89  (6)  , AB631-AB631, Jun. 2019 
  3. Application of Evolutionary Multiobjective Optimization in L1-Regularization of CNN
    Misaki Kitahashi; Hisashi Handa
    , 2129-2135, 2019 

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Books etc

  1. Markov Networks in Evolutionary Computation, EDA-RL: EDA with Conditional Random Fields for Solving Reinforcement Learning Problems , 半田 久志 , Springer Berlin Heidelberg , May. 2012
  2. ソフトコンピューティングの基礎と応用 , 半田 久志 , 共立出版 , Apr. 2012

MISC

  1. , HANDA Hisashi , Systems, control and information , 58 , 9 , 391 , 391 , 15, Sep. 2014
  2. , HANDA Hisashi , Systems, control and information , 57 , 10 , 402 , 407 , 2013
  3. , KAWAKAMI Hiroshi; HANDA Hisashi; ABE Masanobu , 計測と制御 = Journal of the Society of Instrument and Control Engineers , 51 , 8 , 765 , 770 , 10, Aug. 2012

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Awards & Honors

  1. 2009年度 人工知能学会 研究会優秀賞
  2. 2009 ACM GECCO Best Paper Award