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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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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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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
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Acquisition of Lip-sync Expression Using Transfer Learning For Text-to-Speech Agents with Emotional Facial Expression
FIT2021 2021.08 - 2021.08
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Distributed reinforcement learning that emerges cooperative behavior and communication in heterogeneous multi-agent environments
JSAI2021 2021.06 - 2021.06
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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
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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
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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
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Classification of FTLD/ALS/AD Using Speech Analysis During Cognitive Tasks
Shohei Kato [Invited]
BrainConnects 2019 2019.10 - 2019.10
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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
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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
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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
Academic Awards Received
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IEEE GCCE 2019 Excellent Student Paper Award Silver Prize
2019.10.17
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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