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J-GLOBAL ID:200901035558558110   Update date: Apr. 05, 2024

Hiroyasu Tomoyuki

ヒロヤス トモユキ | Hiroyasu Tomoyuki
Affiliation and department:
Job title: 博士後期課程教授
Homepage URL  (1): http://www.is.doshisha.ac.jp/~tomo/
Research field  (7): High-performance computing ,  Medical systems ,  Basic brain sciences ,  Soft computing ,  Machine elements and tribology ,  Design engineering ,  Intelligent informatics
Research keywords  (10): 非侵襲的脳活動計測 ,  計算論的神経科学 ,  画像診断システム ,  Evolutionary Computation ,  設計 ,  並列処理 ,  最適化 ,  Design ,  Parallel Processing ,  Optimization
Research theme for competitive and other funds  (24):
  • 2020 - 2023 社会的相互作用中の動的な脳間ネットワーク分析
  • 2020 - 2023 Wellness Darts-A Cognitive and Brain Science Approach to Prevent Cognitive Decline-
  • 2019 - 2023 EBPMによる「仮想将来世代」の「意思決定銀行」構築:AI時代の学習データの集積
  • 2019 - 2022 Quantifying mindfulness: Characterization of meditative brain states using an evolutionary optimization
  • 2017 - 2020 Wellness Darts as a Cognitive Exercise - Comprehensive Approaches for an Improvement of Cognitive Functions
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Papers (312):
  • Koki Toyofuku, Satoru Hiwa, Kensuke Tanioka, Tomoyuki Hiroyasu, Masaki Takeda. Hemispheric Lateralization in Older Adults Who Habitually Play Darts: A Cross-Sectional Study Using Functional Near-Infrared Spectroscopy. Healthcare. 2024. 12. 7. 734-734
  • Kensuke Tanioka, Kaoru Okuda, Satoru Hiwa, Tomoyuki Hiroyasu. Estimation of a treatment effect based on a modified covariates method with $$L_0$$ norm. Artificial Life and Robotics. 2024
  • Shinsei Isojima, Kensuke Tanioka, Tomoyuki Hiroyasu, Satoru Hiwa. Preliminary Investigation of the Association Between Driving Pleasure and Brain Activity with Mapper-based Topological Data Analysis. International Journal of Intelligent Transportation Systems Research. 2023
  • Arisa Toda, Misa Goudo, Masahiro Sugimoto, Satoru Hiwa, Tomoyuki Hiroyasu. Comparison of classification accuracy and feature selection between sparse and non-sparse modeling of metabolomics data. 2023
  • Taira Watanabe, Kensuke Tanioka, Satoru Hiwa, Tomoyuki Hiroyasu. Performance comparison of deep learning architectures for surgical instrument image removal in gastrointestinal endoscopic imaging. Artificial Life and Robotics. 2023. 28. 2. 307-313
more...
MISC (420):
Patents (28):
  • LCI画像に基づきピロリ菌感染の有無を判定する方法および装置
  • 脳機能イメージングデータからヒトの脳活動状態を推定する方法
  • 生体情報解析装置、及び生体情報解析方法
  • 角膜内皮細胞品質評価支援システム
  • 時系列データの類似部分抽出方法
more...
Books (13):
  • 良心から科学を考える: パンデミック時代への視座
    岩波書店 2021 ISBN:4000255819
  • 進化するマインドフルネス-ウェルビーイングへと続く道
    創元社 2018 ISBN:9784422101194
  • 良心学入門 人工知能と良心
    岩波書店 2018 ISBN:9784000255783
  • Dictionary of Artificial Intelligence
    Kyoritsu Shuppan Co., Ltd. 2017 ISBN:9784320124202
  • 計算科学講座9, 第3部 計算科学の横断概念 超多自由度系の最適化, 第1章 1.3 並列進化的計算
    共立出版 2013 ISBN:9784320122741
more...
Lectures and oral presentations  (756):
  • Comparing Single-Learner and Two-Learner Approaches on Data with Two Types of Interventions
    (2024)
  • A Novel Approach to Clustering: Entropy Weighted Fuzzy c-means with Lasso on Motion Sense Data
    (29th International Symposium on Artificial Life and Robotics (AROB2024) 2024)
  • Feature Selection for Biosignal Data Modeling: A Multi-Objective Optimization Approach using Genetic Algorithms
    (29th International Symposium on Artificial Life and Robotics (AROB2024) 2024)
  • Information matrix method for fitting COVID-19 time series data
    (International Symposium on Artificial Life and Robotics Proceedings, (2024) 2024)
  • Deep-learning models in medical image analysis: Detection of esophagitis from the Kvasir Dataset
    (28th International Symposium on Artificial Life and Robotics (AROB2023) 2023)
more...
Works (4):
  • GAを用いた化学反応シミュレータCHEMKINの反応パラメータ最適化
    2003 - 2004
  • データマイニング技術
    2004 -
  • 分散GA(GenericAlgorithm)の実証
    2002 - 2003
  • 実設計への多目的最適化アルゴリズムの適用に関する研究
    2002 -
Education (4):
  • 1993 - 1997 Waseda University Graduate School, Division of Science and Engineering
  • 1991 - 1993 Waseda University Division of Science and Engineering Graduate School
  • 1991 - 1992 The Ohio States University Department of Engineering Mechanics
  • 1986 - 1990 Waseda University Faculty of Science and Engineering
Professional career (3):
  • Doctor of Engineering (Waseda University)
  • Master of Engineering (Waseda University)
  • Master of Science (Ohio State University)
Work history (8):
  • 2008/04 - 現在 Doshisha University Faculty of Life and Medical Sciences
  • 2004/04 - 2008/03 同志社大学工学研究科知識工学専攻助教授
  • 2003/04 - 2004/03 Doshisha University
  • 2001/04/01 - 2003/03/31 Doshisha University
  • 1998/04/01 - 2001/03/31 Doshisha University
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Awards (2):
  • 2005 - 日本機械学会 第15回設計工学・システム部門講演会 フロンティア賞
  • 2005 - Frontier Conference Award in 2005, Designs & Systems Division, The Japan Society of Mechanical Engineers (JSME)
Association Membership(s) (15):
人工知能学会 ,  電子情報通信学会 ,  計測自動制御学会 ,  日本機械学会 ,  情報処理学会 ,  Society for Neuroscience (SfN) ,  The Institute of Electrical and Electronics Engineers (IEEE) ,  The Japanese Society for Artificial Intelligence (JSAI) ,  Information and Communication Engineers(IEICE) ,  The Institute of Electronics ,  The Society of Instrument and Control Engineers(SICE) ,  The Japan Society of Mechanical Engineers(JSME) ,  Information Processing Society of Japan(IPSJ) ,  Society for Neuroscience (SfN) ,  The Institute of Electrical and Electronics Engineers (IEEE)
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