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

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
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
Application of Evolutionary Multiobjective Optimization in L1-Regularization of CNN
Misaki Kitahashi; Hisashi Handa
, 2129-2135, 2019

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
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

, HANDA Hisashi , Systems, control and information , 58 , 9 , 391 , 391 , 15, Sep. 2014
, HANDA Hisashi , Systems, control and information , 57 , 10 , 402 , 407 , 2013
, 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