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J-GLOBAL ID：201901009202451422   Update date: Apr. 20, 2024

KUMOI Gendo

クモイ ゲンドウ | KUMOI Gendo
Affiliation and department：
Nagaoka University of Technology Graduate School of Engineering Department of Information and Management Systems Engineering

About Nagaoka University of Technology Graduate School of Engineering Department of Information and Management Systems Engineering


Job title： Lecturer
Homepage URL  (1)： https://gendo.kumoi.net/
Research field  (8)： Statistical science ,  Intelligent informatics ,  Mathematical informatics ,  Information theory ,  Philosophy - Chinese, Indian, Buddhist ,  Early childhood education and childcare ,  Social systems engineering ,  Atmospheric and hydrospheric science
Research theme for competitive and other funds  (2)：
  • 2023 - 2029 Research on developmental course of body movement in infants with ASD and development of early screening system
  • 2024 - 2027 計算資源を圧縮する符号理論に基づく深層学習モデルの新しい構築法
Papers (20)：
  • Tsukasa WATANABE, Gendo KUMOI, Tatsuya HATTORI, Shuichiro AKAMINE. Development of Evaluation Indices of Environmental Education to Promote Statistical and Information Literacy and Critical Thinking. Japanese Journal of Environmental Education. 2024. 33. 1. 2-13
  • Ryogo OKUBO, Ryosuke UEHARA, Gendo KUMOI, Masayuki GOTO, Tomohiro YOSHIKAI. Store Analysis Using Latent Representation of Robust Variational Autoencoder Based on Sales History Data. Total Quality Science. 2023. 8. 2. 113-123
  • Gendo Kumoi, Hideki Yagi, Manabu Kobayashi, Masayuki Goto, Shigeichi Hirasawa. Performance Evaluation of Error-Correcting Output Coding Based on Noisy and Noiseless Binary Classifiers. International Journal of Neural Systems. 2023. 33. 02
  • Fumiyo Ito, Gendo Kumoi, Masayuki Goto. Time Window Topic Model for Analyzing Customer Browsing Behavior. Journal of Information Processing. 2023. 64. 1. 214-228
  • Tianxiang YANG, Gendo KUMOI, Haruka YAMASHITA, Masayuki GOTO. Transfer Learning Based on Probabilistic Latent Semantic Analysis for Analyzing Purchase Behavior Considering Customers' Membership Stages. Journal of Japan Industrial Management Association. 2022. 73. 2E. 160-175
ｍore...
MISC (39)：
  • Shigeichi Hirasawa, Gendo Kumoi, Hideki Yagi, Manabu Kobayashi, Masayuki Goto, Hiroshige Inazumi. Construction Methods for Error Correcting Output Codes Using Constructive Coding and Their System Evaluations. 2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC). 2022
  • Gendo Kumoi, Hideki Yagi, Manabu Kobayashi, Shigeichi Hirasawa. Effect of Hamming Distance on Performance of ECOC with Estimated Binary Classifiers. 2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC). 2022
  • Gendo Kumoi, Hideki Yagi, Manabu Kobayashi, Masayuki Goto, Shigeichi Hirasawa. Performance Evaluation of ECOC Considering Estimated Probability of Binary Classifiers. Proc. 10th World CIST Conf. 2022
  • Fumiyo Ito, Gendo Kumoi, Masayuki Goto. Time Window Topic Model for Analyzing Customer Browsing Behavior. IEEE 12th International Workshop on Computational Intelligence and Applications. 2021
  • Aya Kitasato, Gendo Kumoi, Masayuki Goto. A Study on New Product Recommendation Using Multi-Label CVAE for Fresh Flowers. IEEE 12th International Workshop on Computational Intelligence and Applications. 2021
ｍore...
Books (1)：
  • 本願寺白熱教室 お坊さんは社会で何をするのか?
    法蔵館 2015
Lectures and oral presentations  (84)：
  • お寺の人が思春期の生きづらさを学んでみたら
    (日本科学振興協会 第1回総会・キックオフミーティング 2022)
  • プログラミング言語教育のための自然言語における第2言語教育法の援用に関する調査研究
    (情報処理学会第84回全国大会 2022)
  • 構成的符号化を用いたECOCの一構成法(続)
    (情報処理学会第84回全国大会 2022)
  • BERTによる特徴抽出を駆使した商品レビュー分析モデルに関する一考察
    (情報処理学会第84回全国大会 2022)
  • 二値分類器の推定誤差に基づく多値分類性能に関する一考察
    (第44回情報理論とその応用シンポジウム 2021)
ｍore...
Education (3)：
  • 2017 - 2020 Waseda University Graduate School of Creative Science and Engineering
  • 2004 - 2008 Waseda University School of Science and Engineering
  • 2001 - 2004 麻布高等学校
Professional career (1)：
  • Doctor of Engineering (Waseda University)
Work history (4)：
  • 2023/04 - 現在 Nagaoka University of Technology Graduate School of Engineering Department of Information and Management Systems Engineering Lecturer
  • 2022/04 - 2023/03 Waseda University Center for Data Science Assistant Professor
  • 2019/04 - 2022/03 早稲田大学・理工学術院・創造理工学部 経営システム工学科 助手
  • 2015/04 - 2019/03 浄土真宗本願寺派総合研究所 研究助手
Awards (3)：
  • 2021/11 - 経営情報学会 2021年度論文賞 潜在的ディリクレ配分法を用いた問合せ文書と回答文書の関係分析モデルとその応用に関する一考察
  • 2020/11 - 国立情報学研究所 情報学研究データリポジトリIDRユーザフォーラム 企業賞,DBSJ特別賞 Knowledge Graph Attention Networkに基づく購買行動分析モデルに関する一考察
  • 2018/03 - 6th World Conference on Information Systems and Technologies (WorldCist'18) The World CIST'18 best paper award System evaluation of Construction Methods for Multi-Class Problems using Binary Classifiers
Association Membership(s) (4)：
IEEE ,  THE JAPAN SOCIETY FOR MANAGEMENT INFORMATION ,  the Meteorological Society of Japan ,  情報処理学会
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