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Affiliation Department etc. |
Department of Computer Science
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Title |
Professor |
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Mail Address |
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KATO Shohei
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Graduating School
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-1993.03
Nagoya Institute of Technology Faculty of Engineering Dept. of Electrical and Computer Engineering Graduated
Graduate School
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-1998.03
Nagoya Institute of Technology Graduate School, Division of Engineering dept. of Electorical and Computer EngineeringDoctor's Course Completed
External Career
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2016.04-Now
National Center for Geriatrics and Gerontology Visiting Researcher
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1999.04-2002.03
Toyota National College of Technology dept. of Electrical and Electronic Engineering Lecturer
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1998.04-1999.03
Toyota National College of Technology dept. of Electrical Engineering, Research Assistant
Academic Society Affiliations
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2011.06-Now
Japan Society for Dementia Research
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2010.11-Now
The Institute of Electrical Engineers of Japan
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2009.07-Now
IEEE
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2006.10-Now
Japan Sciety of Kansei Engineering
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2005.06-Now
The Robotics Sciety of Japan
Field of expertise (Grants-in-aid for Scientific Research classification)
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Intelligent informatics
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Perceptual information processing
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Kansei informatics
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Computer system
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Multimedia database
Research Career
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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
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psychological mechanisms and affective computing in human-robot interaction
Collaboration in Japan (not selected)
Project Year： 2002.04 - Now
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advanced AI approach to motion control for humanoid robot
Collaboration in Japan (not selected)
Project Year： 2002.04 - Now
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multiagent approaches to artificial society and artificial life
Collaboration in Organization (not selected)
Project Year： 2002.04 - Now
Papers
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
Books
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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
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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
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Biped Robots
Shohei Kato, Minoru Ishida (Part： Multiple Authorship )
InTech 2011.02 ISBN: 978-953-307-216-6
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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
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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
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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
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Affective Computing and Characterization for Kansei Communication Robot
Shohei KATO
31 ( 5 ) 671 - 678 2016.09 [Invited]
Introduction and explanation (scientific journal) Single Author
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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
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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
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Information Technology for Detecting Dementia from Elderly Speech Record
Shohei Kato
Gokiso 461 6 - 7 2014.09
Introduction and explanation (others) Single Author
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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
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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
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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
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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
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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
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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
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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
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Detecting Cognitive Impairment of Elderly People Using Functional Near-Infrared Spectroscopy (fNIRS) during Verbal Interaction
Shohei Kato
Techlnnovation 2017 2017.09 - 2017.09
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The Importance of Soft Tactility and Reaction on Stress Relief Effects
JSKE2017 2017.09 - 2017.09
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Random-Forests and Autoencoder Using Laban's Features for Estimation and Expression of Emotion
JSKE2017 2017.09 - 2017.09
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Effect of Change Background Music during Cooperative Game to Player's Psychology and Strategy
JSKE2017 2017.09 - 2017.09
Academic Awards Received
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IEEE GCCE 2017 Outstanding Paper Award
2017.10.26
Winner： Rina Hayashi, Shohei Kato
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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
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2014.11-2015.12
The Institute of Electrical Engineers of Japan
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2014.09-2015.03
INSTICC
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2014.01-2014.07
IEEE
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2013.12-2014.09
Japan Sciety of Kansei Engineering
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2013.09-2014.03
INSTICC
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2013.08-2014.02
Japanese Sciety for Artificial Intelligence
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2013.01-2013.07
IEEE
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2012.12-2013.09
Japan Sciety of Kansei Engineering
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2012.10-2013.09
IFAAMAS
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2012.07-2013.09
Japanese Sciety for Artificial Intelligence