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)

  • Intelligent informatics

  • Perceptual information processing

  • Kansei informatics

  • Computer system

  • Multimedia database

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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

  • Easy Screening for Mild Alzheimer’s Disease and Mild Cognitive Impairment from Elderly Speech

    Shohei Kato, Akira Homma, Takuto Sakuma

    Current Alzheimer Research, Thematic Issue of "Speech production in persons with dementia   15 ( 2 ) 104 - 110   2018.02  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

  • Multiobjective Optimization in One-Player Mahjong Using MM-NEAT PROCEDINGS_ALPHABET : 23rd International Symposium on Artificial Life and Robotics

    Koya Ihara, Shohei Kato

    23rd International Symposium on Artificial Life and Robotics (AROB 2018)     2018.01  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Classification of Advice and Warning for Therapeutic Documents Using TFIDF and Cosine Similarity

    Ramachandran Kanagalakshmi, Shohei Kato

    23rd International Symposium on Artificial Life and Robotics (AROB 2018)     2018.01  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Potentiality of 3D Convolutional Neural Networks to Estimate Customer Expectation and Satisfaction

    Tomofumi Nakano, Shohei Kato,

    The 6th IEEE Global Conference on Consumer Electronics (GCCE 2017)     731 - 734   2017.10  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Emotion Estimation for Humanoid Movements Using Laban's Features and Random Forests

    Hideki Kato,Shohei Kato

    The 6th IEEE Global Conference on Consumer Electronics (GCCE 2017)     729 - 730   2017.10  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • An Evolutionary Based Approach to Profit Sharing for POMDP Environments

    Kohei Suzuki,Shohei Kato

    The 6th IEEE Global Conference on Consumer Electronics (GCCE 2017)     735 - 737   2017.10  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Proposal of Design Policy of Therapy Robots System Based on Relaxation State

    Rina Hayashi,Shohei Kato

    The 6th IEEE Global Conference on Consumer Electronics (GCCE 2017)     136 - 138   2017.10  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Validation of 3D Convolutional Neural Networks for Customer Satisfaction Estimation Using Videos

    Tomofumi Nakano,Shohei Kato

    Lecture Notes on Data Engineering and Communications Technologies (Advances in Network-Based Information Systems (NBiS2017))   7   453 - 462   2017.08  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Hybrid Learning Using Profit Sharing and Genetic Algorithm for Partially Observable Markov Decision Processes

    Kohei Suzuki,Shohei Kato

    Lecture Notes on Data Engineering and Communications Technologies (Advances in Network-Based Information Systems (NBiS2017))   7   463 - 475   2017.08  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Neuro-Evolutionary Approach to Multi-objective Optimization in One-Player Mahjong

    Koya Ihara,Shohei Kato

    Lecture Notes on Data Engineering and Communications Technologies (Advances in Network-Based Information Systems (NBiS2017))   7   492 - 503   2017.08  [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

  • 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

  • Entropy based feature selection on prosodic features of Parkinson dysarthria and comparison of classification models

    Suseendran Vijayan, Shohei Kato

    第13回日本感性工学会春季大会  2018.03  -  2018.03 

  • AI Technology-Based Detecting Cognitive Impairment of Elderly People from functional Near-Infrared Spectroscopy (fNIRS) Signals during Verbal Interaction

    Shohei Kato

    MEDICA-Messe2017  2017.11  -  2017.11 

  • Potentiality of 3D Convolutional Neural Networks to Estimate Customer Expectation and Satisfaction

    Tomofumi Nakano,Shohei Kato

    The 6th IEEE Global Conference on Consumer Electronics (GCCE 2017)  2017.10  -  2017.10 

  • Emotion Estimation for Humanoid Movements Using Laban's Features and Random Forests

    Hideki Kato,Shohei Kato

    The 6th IEEE Global Conference on Consumer Electronics (GCCE 2017)  2017.10  -  2017.10 

  • An Evolutionary Based Approach to Profit Sharing for POMDP Environments

    Kohei Suzuki,Shohei Kato

    The 6th IEEE Global Conference on Consumer Electronics (GCCE 2017)  2017.10  -  2017.10 

  • Proposal of Design Policy of Therapy Robots System Based on Relaxation State

    Rina Hayashi,Shohei Kato

    The 6th IEEE Global Conference on Consumer Electronics (GCCE 2017)  2017.10  -  2017.10 

  • Detecting Cognitive Impairment of Elderly People Using Functional Near-Infrared Spectroscopy (fNIRS) during Verbal Interaction

    Shohei Kato

    Techlnnovation 2017  2017.09  -  2017.09 

  • The Importance of Soft Tactility and Reaction on Stress Relief Effects

    JSKE2017  2017.09  -  2017.09 

  • Random-Forests and Autoencoder Using Laban's Features for Estimation and Expression of Emotion

    JSKE2017  2017.09  -  2017.09 

  • Effect of Change Background Music during Cooperative Game to Player's Psychology and Strategy

    JSKE2017  2017.09  -  2017.09 

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Academic Awards Received

  • 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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