KATO Shohei

写真a

Affiliation Department

Department of Computer Science
Department of Computer Science

Title

Professor

Contact information

Contact information

External Link

Degree

  • Doctor (Engineering) ( Nagoya Institute of Technology )

Research Areas

  • Informatics / Database

  • Informatics / Computer system

  • Informatics / Kansei informatics

  • Informatics / Perceptual information processing

  • Informatics / Intelligent informatics

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From School

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

    - 1993.03

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    Country:Japan

From Graduate School

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

    - 1998.03

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    Country:Japan

External Career

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

    1999.04 - 2002.03

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    Country:Japan

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

    1998.04 - 1999.03

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    Country:Japan

  • National Center for Geriatrics and Gerontology   Visiting Researcher

    2016.04

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    Country:Japan

Professional Memberships

  • Japan Society for Dementia Research

    2011.06

  • The Institute of Electrical Engineers of Japan

    2010.11

  • IEEE

    2009.07

  • Japan Sciety of Kansei Engineering

    2006.10

  • The Robotics Sciety of Japan

    2005.06

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Research Career

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

    (not selected)  

    Project Year: 2009.04

  • psychological mechanisms and affective computing in human-robot interaction

    (not selected)  

    Project Year: 2002.04

  • advanced AI approach to motion control for humanoid robot

    (not selected)  

    Project Year: 2002.04

  • ソーシャルネットワークの特性を利用したさりげない情報検索・推薦システム

    (not selected)  

    Project Year: 2009.04

  • multiagent approaches to artificial society and artificial life

    (not selected)  

    Project Year: 2002.04

Papers

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

    Yuto Ushida,Hafiyanda Razan,Takuto Sakuma,Shohei Kato

    AROB Journal   2022.02

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    Language:English   Publishing type:Research paper (scientific journal)  

  • Influential Online Forum User Detection Based on User Contribution and Relevance Reviewed International coauthorship

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

    IEEE International Conference on Agents (IEEE ICA 2021)   2021.12

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    Language:English   Publishing type:Research paper (international conference proceedings)  

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

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

    ACII 2021   Demo No156(2 pages)   2021.11

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    Language:English   Publishing type:Research paper (international conference proceedings)  

  • Initialization Effects for PSO Based Storage Assignment Optimization Reviewed

    Minami Watanabe, Koya Ihara, Takuto Sakuma, Shohei Kato

    GCCE 2021   571 - 572   2021.10

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    Language:English   Publishing type:Research paper (international conference proceedings)  

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

    Yuki Hyodo, Takuto Sakuma, Shohei Kato

    GCCE 2021   553 - 555   2021.10

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    Language:English   Publishing type:Research paper (international conference proceedings)  

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

    Shoya Furukawa, Takuto Sakuma, Shohei Kato

    GCCE 2021   373 - 374   2021.10

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    Language:English   Publishing type:Research paper (international conference proceedings)  

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

    Koya Ihara, Shohei Kato

    IEEE CEC 2021   2021.07

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    Language:English   Publishing type:Research paper (international conference proceedings)  

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

    104-D ( 104-D )   198 - 206   2021.04

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    Language:Japanese   Publishing type:Research paper (scientific journal)  

  • 機械学習を用いたDuchenne型筋ジストロフィー患者のスイッチ操作支援-Brain-Computer Interface構築の基礎的検討- Reviewed

    増尾明, 佐久間拓人, 加藤昇平

    愛知作業療法   29   10 - 15   2021.03

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    Language:Japanese   Publishing type:Research paper (scientific journal)  

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

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

    AROB 2021   GS11-2 (4-pages)   2021.01

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    Language:English   Publishing type:Research paper (international conference proceedings)  

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Books and Other Publications

  • パーソナル・ヘルスケア:ユビキタス、ウェアラブル医療実現に向けたエレクトロニクス研究最前線

    加藤昇平,遠藤英俊,本間 昭( Role: Joint author)

    NTS  2013.10  ( ISBN:978-4-86469-080-5

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    Language:jpn   Book type:Scholarly book

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

    Shohei Kato, Sachio Hanya, Akiko Kobayashi, Toshiaki Kojima, Hidenori Itoh, Akira Homma( Role: Joint author)

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

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    Language:eng   Book type:Scholarly book

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

    Atsuko Mutoh, Hideki Hashizume, Shohei Kato and Hidenori Itoh( Role: Joint author)

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

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    Language:eng   Book type:Scholarly book

  • Biped Robots

    Shohei Kato, Minoru Ishida( Role: Joint author)

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

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    Language:eng   Book type:Scholarly book

  • Kansei Engineering and Soft Computing: Theory and Practice

    Masayoshi Kanoh, Tsuyoshi Nakamura, Shohei Kato, Hidenori Itoh( Role: Joint author)

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

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    Language:eng   Book type:Scholarly book

  • Informatics in Control, Automation and Robotics I

    Kohshiro Noritake, Shohei Kato, Hidenori Itoh( Role: Joint author)

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

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    Language:eng   Book type:Scholarly book

Misc

  • ディープラーニングによる脳機能画像分類の試み Invited

    加藤昇平, 中井敏晴, 中野智文

    34 ( 3 )   102 - 107   2019.03

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    Authorship:Lead author   Language:Japanese   Publishing type:Article, review, commentary, editorial, etc. (bulletin of university, research institution)  

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

    Shohei KATO

    Brain Connects 2018   8 - 9   2018.06

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    Authorship:Lead author   Language:English   Publishing type:Article, review, commentary, editorial, etc. (international conference proceedings)  

  • 人や社会と共生するロボットを実現する情報技術 Invited

    加藤昇平

    TOENEC Technology Development Report   32   4 - 11   2016.10

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    Authorship:Lead author   Language:Japanese   Publishing type:Article, review, commentary, editorial, etc. (other)   Publisher:株式会社トーエネック技術開発部  

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

    Shohei KATO

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

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    Authorship:Lead author   Language:English   Publishing type:Article, review, commentary, editorial, etc. (international conference proceedings)  

  • Affective Computing and Characterization for Kansei Communication Robot Invited

    Shohei KATO

    31 ( 5 )   671 - 678   2016.09

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    Authorship:Lead author   Language:Japanese   Publishing type:Article, review, commentary, editorial, etc. (scientific journal)  

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

    Shohei Kato, Hidetoshi Endo, Akira Homma

    Artificial Intelligence   31 ( 3 )   356 - 362   2016.05

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    Authorship:Lead author   Language:Japanese   Publishing type:Article, review, commentary, editorial, etc. (scientific journal)  

  • Affective Computing and Interaction Design for Kansei Robotics Invited

    Shohei KATO

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

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    Authorship:Lead author   Language:Japanese   Publishing type:Article, review, commentary, editorial, etc. (scientific journal)  

  • Information Technology for Detecting Dementia from Elderly Speech Record

    Shohei Kato

    Gokiso   461   6 - 7   2014.09

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    Authorship:Lead author   Language:Japanese   Publishing type:Article, review, commentary, editorial, etc. (other)  

  • Soft Computing Approaches to Motion Control for Humanoid Robots

    Shohei KATO, Hidenori ITOH

    47 - 52   2005.11

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    Authorship:Lead author   Language:English   Publishing type:Article, review, commentary, editorial, etc. (scientific journal)   Publisher:IEEE  

  • 画像アーカイブ情報からの類似個所検出技術と考古遺物復元への応用

    加藤昇平,加納政芳,伊藤英則

    16 ( 11 )   10 - 14   2005.11

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    Authorship:Lead author   Language:Japanese   Publishing type:Article, review, commentary, editorial, etc. (scientific journal)   Publisher:日本工業出版  

Presentations

  • DXで業務に改革を! ー機械学習と進化計算で工事計画や物流・人員配置を最適化ー Invited

    加藤昇平

    第2回インダストリアルAIシンポジウム 

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    Event date: 2021.12

    Language:Japanese   Presentation type:Oral presentation (invited, special)  

  • パネル討論 「AIとDXがもたらす未来社会」 Invited International conference

    加藤昇平

    第2回インダストリアルAIシンポジウム 

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    Event date: 2021.12

    Language:Japanese   Presentation type:Symposium, workshop panel (nominated)  

  • 物流倉庫におけるオーダーピッキングシミュレータの開発

    佐久間拓人, 渡邉南美, 伊原滉也, 加藤昇平

    情報処理学会研究報告数理モデル化と問題解決(MPS) 

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    Event date: 2021.10

    Language:Japanese   Presentation type:Oral presentation (general)  

  • 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 

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    Event date: 2021.09

    Language:English   Presentation type:Oral presentation (general)  

  • 機械学習を用いた認知症スクリーニングに有用な時計描画課題の特徴分析

    増尾明, 金岩司, 内藤光祐, 佐久間拓人, 加藤昇平

    第55回日本作業療法学会 

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    Event date: 2021.09

    Language:Japanese   Presentation type:Oral presentation (general)  

  • 3 軸加速度データを用いた重錘負荷による障害者模擬歩行の定量解析

    中村早希, 増尾明, 佐久間拓人, 加藤昇平

    令和3年度 電気・電子・情報関係学会東海支部連合大会 

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    Event date: 2021.09

    Language:Japanese   Presentation type:Oral presentation (general)  

  • 人型ロボットの身体動作に感情を付与するRNNPB-Trans

    井上結加里, 佐久間拓人, 加藤昇平

    第23回日本感性工学会大会 

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    Event date: 2021.09

    Language:Japanese   Presentation type:Oral presentation (general)  

  • スゴミミを用いた感情伝達の評価

    木村正子, 藤井綺香, 原田誠一, 佐久間拓人, 加藤昇平

    第23回日本感性工学会大会 

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    Event date: 2021.09

    Language:Japanese   Presentation type:Oral presentation (general)  

  • マルチモーダル深層マルチタスク学習に基づく人間の評定分布を再現する感情空間

    原田 誠一, 佐久間 拓人, 加藤 昇平

    第23回日本感性工学会大会 

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    Event date: 2021.09

    Language:Japanese   Presentation type:Oral presentation (general)  

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

    FIT2021 

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    Event date: 2021.08

    Language:Japanese   Presentation type:Oral presentation (general)  

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Industrial Property Rights

  • 共進化的組合せ最適化システムおよびプログラム

    加藤昇平, 伊原滉也

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    Applicant:国立大学法人名古屋工業大学

    Application no:特願2019-95452  Date applied:2019.05

    Country of applicant:Domestic   Country of acquisition:Domestic

  • Cognitive Impairment Determination Apparatus, Cognitive Impairment Determination System and Program

    Shohei Kato,Hidetoshi Endo

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    Applicant:Shohei Kato, Hidetoshi Endo

    Application no:U.S. Patent: No. 9,131,889 B2  Date applied:2013.11

    Patent/Registration no:U.S. 9,131,889 B2  Date registered:2015.09  Date issued:2015.09

    Country of applicant:Foreign country   Country of acquisition:Foreign country

  • 認知機能障害判別装置,認知機能障害判別システム,およびプログラム

    加藤昇平,遠藤英俊

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    Applicant:国立大学法人名古屋工業大学長 高橋 実

    Application no:特願2011-121241  Date applied:2011.05

    Patent/Registration no:特許第5959016号  Date registered:2016.07  Date issued:2016.07

    Country of applicant:Domestic   Country of acquisition:Domestic

  • 認知機能障害危険度算出装置,認知機能障害危険度算出システム,及びプログラム

    加藤昇平,小林朗子,小島敏昭,伊藤英則,本間昭

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    Application no:特願2010-134403  Date applied:2010.06

    Patent/Registration no:特許第4876207号  Date registered:2011.12  Date issued:2011.12

    Country of applicant:Domestic   Country of acquisition:Domestic

  • sound generation method, computer-readable storage medium, stand-alone type sound generation/reproduction device, and network distribution type sound generation/reproduction system

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    Application no:Appl. No. 10-2005-7001795  Date applied:2005.01

    Patent/Registration no:Patent No. 10-0971858  Date registered:2010.07  Date issued:2010.07

    Country of applicant:Foreign country   Country of acquisition:Foreign country

  • 聲音産生方法,電脳可讀取之記憶媒體,單機型聲音産生再生装置及網路配訊型聲音産生再生装置

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    Application no:92135248  Date applied:2004.10

    Patent/Registration no:發明第 I 230922  Date registered:2005.04  Date issued:2005.04

    Country of applicant:Foreign country   Country of acquisition:Foreign country

  • サウンド生成方法,コンピュータ読み取り可能な記憶媒体,スタンドアロン型サウンド生成再生装置及びネットワーク配信型サウンド生成再生システム

    伊藤英則,加藤昇平,水野雅紀

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    Application no:特願2005-502491  Date applied:2003.12

    Patent/Registration no:特許第3863553号  Date registered:2006.10  Date issued:2006.10

    Country of applicant:Domestic   Country of acquisition:Domestic

  • 認知機能障害判別装置,認知機能障害判別システム,およびプログラム

    加藤 昇平,遠藤英俊

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    Patent/Registration no:特許第5959016号  Date registered:2016.07  Date issued:2016.07

    Country of applicant:Domestic   Country of acquisition:Domestic

Other research activities

  • 中部経済新聞9月18日朝刊15面「研究現場発「トンネル掘削をAIで支援する」」

    2018.09

  • 日経テレコン 電気新聞6月20日「人工知能活用で掘削計画を最適化/清水建設」

    2018.06

  • 名古屋工業大学プレスリリース「AIを活用したシールド掘進計画支援室を開発ーAIが自己シミュレーションを繰り返し、掘進計画を最適化」

    2018.05

  • AINOW 2018.05.27「清水建設・名古屋工業大学/AI活用のシールド掘進計画支援システム開発」

    2018.05

  • 日刊建設工業新聞5月28日3面「清水建設・名古屋工業大学/AI活用のシールド掘進計画支援システム開発」

    2018.05

  • 清水建設㈱ニュースリリース「AIを活用したシールド掘進計画支援室を開発ーAIが自己シミュレーションを繰り返し、掘進計画を最適化」

    2018.05

  • 非専門家でも短時間で実施できる『軽度認知症スクリーニングツール』の研究開発/JST A-STEP 産学協同ステージ(ハイリスク挑戦プログラム)

    2013.12 - 2016.03

  • 中日新聞12月1日朝刊(県内版コラム「ぺーぱーナイフ」)「研究者の役目」

    2013.12

  • 中日新聞8月21日朝刊1面「口ごもりやリズム解析システム:日常会話で認知症判定」

    2013.08

  • 東京新聞8月21日夕刊7面「受信いらずの新システム:認知症 日常会話で判定」

    2013.08

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Awards

  • 第18回情報学ワークショップ(WiNF2020)奨励賞

    2020.11   第18回情報学ワークショップ  

    伊原滉也, 加藤昇平, 増田湖一, 新宮康之

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    Award type:Award from Japanese society, conference, symposium, etc.  Country:Japan

  • 第18回情報学ワークショップ(WiNF2020)優秀賞

    2020.11   第18回情報学ワークショップ  

    花井俊哉,加藤昇平,坂口巧一,佐久間拓人,大嶽れい子,桝田道人,渡辺宏久

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    Award type:Award from Japanese society, conference, symposium, etc.  Country:Japan

  • 第18回情報学ワークショップ(WiNF2020)奨励賞

    2020.11   第18回情報学ワークショップ  

    鬼頭遼次, 佐久間拓人, 加藤昇平

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    Award type:Award from Japanese society, conference, symposium, etc.  Country:Japan

  • 第18回情報学ワークショップ(WiNF2020)奨励賞

    2020.11   第18回情報学ワークショップ  

    古川翔也, 佐久間拓人, 加藤昇平

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    Award type:Award from Japanese society, conference, symposium, etc.  Country:Japan

  • FIT2019 第18回情報科学技術フォーラムFIT論文賞

    2020.09   FIT2019第18回情報科学技術フォーラム,  

    加賀翔大郎, 加藤昇平

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    Award type:Award from Japanese society, conference, symposium, etc.  Country:Japan

  • 第17回情報学ワークショップ(WiNF2019)奨励賞

    2019.11   第17回情報学ワークショップ  

    伊原滉也, 加藤昇平

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    Award type:Award from Japanese society, conference, symposium, etc.  Country:Japan

  • 第17回情報学ワークショップ(WiNF2019)奨励賞

    2019.11   第17回情報学ワークショップ  

    泉春乃, 加藤昇平

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    Award type:Award from Japanese society, conference, symposium, etc.  Country:Japan

  • 第17回情報学ワークショップ(WiNF2019)奨励賞

    2019.11   第17回情報学ワークショップ  

    原田誠一, 佐久間拓人, 加藤昇平

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    Award type:Award from Japanese society, conference, symposium, etc.  Country:Japan

  • 第17回情報学ワークショップ(WiNF2019)奨励賞

    2019.11   第17回情報学ワークショップ  

    伊原滉也, 加藤昇平

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    Award type:Award from Japanese society, conference, symposium, etc.  Country:Japan

  • 第17回情報学ワークショップ(WiNF2019)奨励賞

    2019.11   第17回情報学ワークショップ  

    泉春乃, 加藤昇平

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    Award type:Award from Japanese society, conference, symposium, etc.  Country:Japan

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Committee Memberships

  • 電気学会   電気学会論文誌C部門特集号編修小委員会委員長  

    2014.11 - 2015.12   

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    Committee type:Academic society

  • INSTICC   国際会議 BIOSTEC2015 Program Committee Member  

    2014.09 - 2015.03   

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    Committee type:Other

  • IEEE   国際会議 IEEE CBI2014 Program Committee Member  

    2014.01 - 2014.07   

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    Committee type:Academic society

  • 日本感性工学会   日本感性工学会第16回大会実行委員  

    2013.12 - 2014.09   

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    Committee type:Academic society

  • INSTICC   国際会議 BIOSTEC2014 Program Committee Member  

    2013.09 - 2014.03   

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    Committee type:Other

  • 人工知能学会   人工知能学会論文誌2013年度特集号編集委員  

    2013.08 - 2014.02   

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    Committee type:Academic society

  • 電気関係学会東海支部連合大会   平成25年度電気関係学会東海支部連合大会プログラム編集委員  

    2013.04 - 2014.01   

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    Committee type:Other

  • IEEE   国際会議 IEEE CBI2013 Program Committee Member  

    2013.01 - 2013.07   

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    Committee type:Academic society

  • 日本感性工学会   日本感性工学会第15回大会実行委員  

    2012.12 - 2013.09   

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    Committee type:Academic society

  • IFAAMAS   国際会議 AAMAS2013 Program Committee Member  

    2012.10 - 2013.09   

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    Committee type:Other

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