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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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Multimedia database
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Computer system
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Kansei informatics
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Perceptual information processing
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Intelligent informatics
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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Constrained GA Based Segment Assignment in Shield Tunneling to Minimize the Amount of Excavated Soil
Koya Ihara Shohei Kato Takehiko Nakaya Tomoaki Ogi
The 7th IEEE Global Conference on Consumer Electronics (GCCE 2018) 7 197 - 198 2018.10 [Refereed]
Research paper (international conference proceedings) Multiple Authorship
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Discrimination of Motor Imagery from Functional MR Image of Human Brain Using Multi-ROI 3D Convolutional Neural Networks
Tomofumi Nakano, Shohei Kato, Epifanio Bagarinao, Akihiro Yoshida, Mika Ueno, Toshiharu Nakai
The 7th IEEE Global Conference on Consumer Electronics (GCCE 2018) 7 214 - 215 2018.10 [Refereed]
Research paper (international conference proceedings) Multiple Authorship
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A Method of Updating Tastes Toward Friendly Agents for Kansei Communication
Kazuaki Fukuta, Shohei Kato
The 7th IEEE Global Conference on Consumer Electronics (GCCE 2018) 7 141 - 143 2018.10 [Refereed]
Research paper (international conference proceedings) Multiple Authorship
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Mood Estimation Considering Features to Contribute Mood Using ECG Signals During Recalling Incidents from the Past
Akane Kitagawa, Shohei Kato
The 7th IEEE Global Conference on Consumer Electronics (GCCE 2018) 7 283 - 284 2018.10 [Refereed]
Research paper (international conference proceedings) Multiple Authorship
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Real-time functional MRI-based neurofeedback improves volitional recall of brain activation patterns during motor imagery training
Epifanio Bagarinao, Akihiro Yoshida, Mika Ueno, Kazunori Tanabe, Shohei Kato, Haruo Isoda, Toshiharu Nakai
Brain Connects 2018 23 - 24 2018.06 [Refereed]
Research paper (international conference proceedings) Multiple Authorship
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Application of 3D Convolutional Neural Networks for Neuro-Feedback Training Using Real-Time Functional MRI
Tomofumi Nakano, Shohei Kato, Epifanio Bagarinao, Akihiro Yoshida, Mika Ueno, Toshiharu Nakai
Brain Connects 2018 15 37 - 38 2018.06
Research paper (international conference proceedings) Multiple Authorship
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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]
Research paper (international conference proceedings) Single Author
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Improved Volitional Recall of Motor-Imagery-Related Brain Activation Patterns Using Real-Time Functional MRI-Based Neurofeedback.
Epifanio Bagarinao, Akihiro Yoshida, Mika Ueno, Kazunori Terabe, Shohei Kato, Haruo Isoda, Toshiharu Nakai
Frontiers in human neuroscience 12 Article158 (13pages) 2018.04 [Refereed]
Research paper (scientific journal) Multiple Authorship
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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
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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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
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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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Potentiality of 3D Convolutional Neural Networks to Discriminate Motor Imagery from a Functional Brain Image of an Unknown Subject（掲載決定）
中野智文, 加藤昇平, EpifanioBagarinao, 吉田彰浩, 上野美果, 中井敏晴
ISMRM Japanese Chapter 2018.12 - 2018.12
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Potentiality of 3D Convolutional Neural Networks to Discriminate Motor Imagery from a Functional Brain Image of an Unknown Subject（掲載決定）
中野智文, 加藤昇平, EpifanioBagarinao, 吉田彰浩, 上野美果, 中井敏晴
ISMRM Japanese Chapter 2018.12 - 2018.12
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Mental State Estimation Using ECG Signals during Thinking about the Near Future to Realize Mental Care Robot
SI2018 2018.12 - 2018.12
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A Humanoid Robot That Instructs Elderly People in Keep-fit Class and Assesses Their Movements Using Dynamic Time Warping
SI2018 2018.12 - 2018.12
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Segment Assignment in Shield Tunneling Using Constrained Genetic Algorithm for Reducing the Amount of Excavated Soil
SI2018 2018.12 - 2018.12
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A Proposal of Neuroimage Classi cation Using Multi-ROI 3D Convolutional Neural Networks for a Motor Imagery Support System
SI2018 2018.12 - 2018.12
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Hierarchical Reinforcement Learning Introducing Genetic Algorithm for POMDP Environments
SI2018 2018.12 - 2018.12
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A Proposal of Neuroimage Classi cation Using Multi-ROI 3D Convolutional Neural Networks for a Motor Imagery Support System
SI2018 2018.12 - 2018.12
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Mental State Estimation Using ECG Signals during Thinking about the Near Future to Realize Mental Care Robot
SI2018 2018.12 - 2018.12
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A Humanoid Robot That Instructs Elderly People in Keep-fit Class and Assesses Their Movements Using Dynamic Time Warping
SI2018 2018.12 - 2018.12
Academic Awards Received
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IEEE GCCE 2018 Outstanding Paper Award
2018.10.11
Winner： Kazuaki Fukuta,Shohei Kato
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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