KATO Shohei

写真a

Affiliation Department etc.

Department of Computer Science
Department of Computer Science

Title

Professor

Mail Address

E-mail address

Graduating School

  •  
    -
    1993.03

    Nagoya Institute of Technology   Faculty of Engineering   Dept. of Electrical and Computer Engineering   Graduated

Graduate School

  •  
    -
    1998.03

    Nagoya Institute of Technology  Graduate School, Division of Engineering  dept. of Electorical and Computer EngineeringDoctor's Course  Completed

Degree

  • Nagoya Institute of Technology -  Doctor (Engineering)

External Career

  • 2016.04
    -
    Now

    National Center for Geriatrics and Gerontology   Visiting Researcher  

  • 1999.04
    -
    2002.03

    Toyota National College of Technology   dept. of Electrical and Electronic Engineering   Lecturer  

  • 1998.04
    -
    1999.03

    Toyota National College of Technology   dept. of Electrical Engineering,   Research Assistant  

Academic Society Affiliations

  • 2011.06
    -
    Now

    Japan Society for Dementia Research

  • 2010.11
    -
    Now

    The Institute of Electrical Engineers of Japan

  • 2009.07
    -
    Now

    IEEE

  • 2006.10
    -
    Now

    Japan Sciety of Kansei Engineering

  • 2005.06
    -
    Now

    The Robotics Sciety of Japan

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Field of expertise (Grants-in-aid for Scientific Research classification)

  • Multimedia database

  • Computer system

  • Kansei informatics

  • Perceptual information processing

  • Intelligent informatics

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Research Career

  • early detection of mild dementia from elderly using speech prosody and cerebral blood flow activation

    Collaboration in Japan   (not selected)  

    Project Year:  2009.04  -  Now

  • psychological mechanisms and affective computing in human-robot interaction

    Collaboration in Japan   (not selected)  

    Project Year:  2002.04  -  Now

  • advanced AI approach to motion control for humanoid robot

    Collaboration in Japan   (not selected)  

    Project Year:  2002.04  -  Now

  • multiagent approaches to artificial society and artificial life

    Collaboration in Organization   (not selected)  

    Project Year:  2002.04  -  Now

Papers

  • Using Sim-To-Real Transfer Learning to Close Gaps Between Simulation and Real Environments Through Reinforcement Learning

    Yuto Ushida,Hafiyanda Razan,Takuto Sakuma,Shohei Kato

    Journal of the International Society of Artificial Life and Robotics     2022.02  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

  • Influential Online Forum User Detection Based on User Contribution and Relevance

    Wen Gu, Shohei Kato, Fenghui Ren, Guoxin Su and Takayuki Ito

    IEEE International Conference on Agents (IEEE ICA 2021)     2021.12  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • SUGO-MIMI: A Waggle Ear-Type Device Linked to Eyebrows

    Shoko Kimura, Ayaka Fujii, Seiichi Harata, TakutoSakuma , Shohei Kato

    9th International Conference on Affective Computing & Intelligent Interaction     Demo No156(2 pages)   2021.11  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Initialization Effects for PSO Based Storage Assignment Optimization

    Minami Watanabe, Koya Ihara, Takuto Sakuma, Shohei Kato

    2021 IEEE 10th Global Conference on Consumer Electronics (GCCE 2021)     571 - 572   2021.10  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Reinforcement Learning That Emerges Teamwork in Heterogeneous Multi-Agent Environment

    Yuki Hyodo, Takuto Sakuma, Shohei Kato

    2021 IEEE 10th Global Conference on Consumer Electronics (GCCE 2021)     553 - 555   2021.10  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Emotion Recognition with Domain Adaptation Based on Few-Shot EEG Learning

    Shoya Furukawa, Takuto Sakuma, Shohei Kato

    2021 IEEE 10th Global Conference on Consumer Electronics (GCCE 2021)     373 - 374   2021.10  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • A Novel Sampling Method with Lévy Flight for Distribution-Based Discrete Particle Swarm Optimization

    Koya Ihara, Shohei Kato

    IEEE Congress on Evolutionary Computation (IEEE CEC 2021)     2021.07  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Easy Screening of Rare Dementia Using Speech Analysis During Cognitive Tasks

      104-D ( 104-D ) 198 - 206   2021.04  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

  • Sim-to-Real Transfer Learning to Close Gaps Between Simulation and Real Environments using Q-learning algorithm

    Yuto Ushida,Shunta Ishizuya,Hafiyanda Razan,Takuto Sakuma,Shohei Kato

    International Symposium on Artificial Life and Robotics     GS11-2 (4-pages)   2021.01  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Speech-Based Dementia Classification for FTLD Diagnosis Support

    Shunya Hanai, Shohei Kato, Koichi Sakaguchi, Takuto Sakuma, Reiko Ohdake, Michihito Masuda, Hirohisa Watanabe

    The 2021 IEEE 3rd Global Conference on Life Sciences and Technologies (LifeTech 2021)     345 - 347   2021.01  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

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Books

  • Early Detection and Rehabilitation Technologies for Dementia: Neuroscience and Biomedical Applications

    Shohei Kato, Sachio Hanya, Akiko Kobayashi, Toshiaki Kojima, Hidenori Itoh, Akira Homma (Part: Multiple Authorship )

    IGI Global  2011.05 ISBN: 978-1-60960-559-9

  • Evolution of Adaptive Behavior toward Environmental Change in Multi-Agent Systems

    Atsuko Mutoh, Hideki Hashizume, Shohei Kato and Hidenori Itoh (Part: Multiple Authorship )

    InTech  2011.04 ISBN: 978-953-307-176-3

  • Biped Robots

    Shohei Kato, Minoru Ishida (Part: Multiple Authorship )

    InTech  2011.02 ISBN: 978-953-307-216-6

  • Kansei Engineering and Soft Computing: Theory and Practice

    Masayoshi Kanoh, Tsuyoshi Nakamura, Shohei Kato, Hidenori Itoh (Part: Multiple Authorship )

    IGI Global  2010.10 ISBN: 978-1-61692-797-4

  • Informatics in Control, Automation and Robotics I

    Kohshiro Noritake, Shohei Kato, Hidenori Itoh (Part: Multiple Authorship )

    Springer  2006.04 ISBN: 978-1-4020-4136-5

Review Papers

  • AI technology-based detecting cognitive impairment of elderly people from speech and fNIRS signals during verbal interaction

    Shohei KATO

    Brain Connects 2018     8 - 9   2018.06  [Invited]

    Introduction and explanation (international conference proceedings)   Single Author

  • Intuitive Control and Affective Computing in Robotics for Symbiosis with Human

    Shohei KATO

    Brain Connects 2016 (as Focus Lecture 7)     30 - 32   2016.09  [Invited]

    Introduction and explanation (international conference proceedings)   Single Author

  • Affective Computing and Characterization for Kansei Communication Robot

    Shohei KATO

      31 ( 5 ) 671 - 678   2016.09  [Invited]

    Introduction and explanation (scientific journal)   Single Author

  • Information Technology to Detect Cognitive Impairment from Elderly's Speech: toward a dementia screening system accessible to all elderlies

    Shohei Kato, Hidetoshi Endo, Akira Homma

    Artificial Intelligence   31 ( 3 ) 356 - 362   2016.05  [Invited]

    Introduction and explanation (scientific journal)   Multiple Authorship

  • Affective Computing and Interaction Design for Kansei Robotics

    Shohei KATO

    Journal of Japan Society of Kansei Engineering   13 ( 4 ) 211 - 219   2015.12  [Invited]

    Introduction and explanation (scientific journal)   Single Author

  • Information Technology for Detecting Dementia from Elderly Speech Record

    Shohei Kato

    Gokiso   461   6 - 7   2014.09

    Introduction and explanation (others)   Single Author

  • Soft Computing Approaches to Motion Control for Humanoid Robots

    Shohei KATO, Hidenori ITOH

    International Symposium on Micro-Nano Mechatronics and Human Science ( IEEE )    47 - 52   2005.11

    Introduction and explanation (scientific journal)   Multiple Authorship

Presentations

  • Classifi cation performance of fNIRS based BCI and psychological burden assessment in patient with Duchenne muscular dystrophy

    Akira Masuo, Shunya Hanai, Takuto Sakuma, Shohei Kato

    生体医工学シンポジウム 2021  2021.09  -  2021.09 

  • Acquisition of Lip-sync Expression Using Transfer Learning For Text-to-Speech Agents with Emotional Facial Expression

    FIT2021  2021.08  -  2021.08 

  • Distributed reinforcement learning that emerges cooperative behavior and communication in heterogeneous multi-agent environments

    JSAI2021  2021.06  -  2021.06 

  • DDPG-based Autonomous Omni Wheel Mobile Robot Path Finding

    Hafiyanda Razan, Shohei Kato

    第18回情報学ワークショップ  2020.11  -  2020.11 

  • Path Finding of Autonomous Wheel Robot by Reinforcement Learning

    Hafiyanda RAZAN, Shohei KATO

    情報処理学会創立60周年記念 第82回全国大会  2020.03  -  2020.03 

  • Research of Kato Laboratory - AI Tehnology-Based Dementia Screening from Elderly Speech

    Shohei Kato  [Invited]

    2019 Japan-Poland International Workshop on Technologies supporting rehabilitation and medical services  2019.12  -  2019.12 

  • Classification of FTLD/ALS/AD Using Speech Analysis During Cognitive Tasks

    Shohei Kato  [Invited]

    BrainConnects 2019  2019.10  -  2019.10 

  • A Group Work Inspired Generation Alternation Model of Real-Coded GA

    Takatoshi Niwa, Koya Ihara, Shohei Kato

    The Genetic and Evolutionary Computation Conference (GECCO2019)  2019.10  -  2019.10 

  • Dialogue Mood Estimation from Speech Sounds Clusterized with Speakers' Personality Traits

    Tatsuya Hasegawa Shohei Kato

    2019 IEEE 8th Global Conference on Consumer Electronics (GCCE 2019)  2019.10  -  2019.10 

  • Group Working Just Generation Gap with Problem Redivision

    Takatoshi Niwa, Koya Ihara, Shohei Kato

    2019 IEEE 8th Global Conference on Consumer Electronics (GCCE 2019)  2019.10  -  2019.10 

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Academic Awards Received

  • IEEE GCCE 2019 Excellent Student Paper Award Silver Prize

    2019.10.17    

  • IEEE GCCE 2018 Outstanding Paper Award

    2018.10.11    

    Winner: Kazuaki Fukuta,Shohei Kato

  • IEEE GCCE 2017 Outstanding Paper Award

    2017.10.26    

    Winner: Rina Hayashi, Shohei Kato

  • Prizes for Science and Technology, Research Category, The Commendation for Science and Technology by the Minister of Education, Culture, Sports, Science and Technology

    2015.04.15    

    Winner: Shohei Kato

 
 

Academic Activity

  • 2014.11
    -
    2015.12

    The Institute of Electrical Engineers of Japan  

  • 2014.09
    -
    2015.03

    INSTICC  

  • 2014.01
    -
    2014.07

    IEEE  

  • 2013.12
    -
    2014.09

    Japan Sciety of Kansei Engineering  

  • 2013.09
    -
    2014.03

    INSTICC  

  • 2013.08
    -
    2014.02

    Japanese Sciety for Artificial Intelligence  

  • 2013.01
    -
    2013.07

    IEEE  

  • 2012.12
    -
    2013.09

    Japan Sciety of Kansei Engineering  

  • 2012.10
    -
    2013.09

    IFAAMAS  

  • 2012.07
    -
    2013.09

    Japanese Sciety for Artificial Intelligence  

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