Researchers

HANDA Hisashi

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
  • 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. Robustness of a U-net model for different image processing types in segmentation of the mammary gland region
    Mika Yamamuro; Yoshiyuki Asai; Naomi Hashimoto; Nao Yasuda; Hiroto Kimura; Takahiro Yamada; Mitsutaka Nemoto; Yuichi Kimura; Hisashi Handa; Hisashi Yoshida; Koji Abe; Masahiro Tada; Hitoshi Habe; Takashi Nagaoka; Seiun Nin; Kazunari Ishii; Yongbum Lee
    16th International Workshop on Breast Imaging (IWBI2022)  13, Jul. 2022 
  2. Utility of U-Net for the objective segmentation of the fibroglandular tissue region on clinical digital mammograms.
    Mika Yamamuro; Yoshiyuki Asai; Naomi Hashimoto; Nao Yasuda; Hiroto Kimura; Takahiro Yamada; Mitsutaka Nemoto; Yuichi Kimura; Hisashi Handa; Hisashi Yoshida; Koji Abe; Masahiro Tada; Hitoshi Habe; Takashi Nagaoka; Seiun Nin; Kazunari Ishii; Yohan Kondo
    Biomedical physics & engineering express  8  (4)  21, Jun. 2022  , Refereed
  3. 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
    米田 頼晃; 半田 久志; 工藤 正俊
    Medical Science Digest  48  (3)  , 144-146, Mar. 2022 

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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. A Brief Introduction of Deep Learning(Questions and Answers) , HANDA Hisashi , Systems, control and information , 60 , 3 , 126 , 127 , 15, Mar. 2016
  2. Editorial Essay(Deepening Machine Learning-Advanced Paradigm of Algorithms and their Applications) , HANDA Hisashi , Systems, control and information , 60 , 3 , 91 , 91 , 15, Mar. 2016
  3. Report of the ISCIE Autumn Seminar(ISCIE Activities) , HANDA Hisashi , Systems, control and information , 58 , 9 , 391 , 391 , 15, Sep. 2014

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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

Research Grants & Projects

  1. Japan Society for the Promotion of Science, Grants-in-Aid for Scientific Research, Creation of new structure of nuclear fusion coil by quantum annealing and 3D topology optimization. , Kindai University
  2. Japan Society for the Promotion of Science, Grants-in-Aid for Scientific Research, Evolutionary Search of Structured Data by Using Deep Graph Kernels , Kindai University
  3. Japan Society for the Promotion of Science, Grants-in-Aid for Scientific Research, Extension and Performance Improvement of Estimation of Distribution Algorithms with Graph Kernels , Kindai University

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