Kobayashi Manabu 小林学

… Alternative Names

KOBAYASHI Manabu 小林学

小林学コバヤシマナブ

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Researcher Number	80308204
Other IDs
External Links
Affiliation (Current)	2025: 早稲田大学, データ科学センター, 教授
Affiliation (based on the past Project Information) *help	2019 – 2024: 早稲田大学, データ科学センター, 教授 2018 – 2019: 早稲田大学, データ科学総合研究教育センター, 教授 2013 – 2017: 湘南工科大学, 工学部, 教授 2013: 湘南工科大学, 工学部, 准教授 2004: 湘南工科大学, 工学部・情報工学科, 講師 2003: 湘南工科大学, 工学部, 講師 1999 – 2000: 早稲田大学, 理工学部, 助手
Review Section/Research Field	Principal Investigator Basic Section 25010:Social systems engineering-related / Learning support system / Statistical science / Communication/Network engineering / 情報通信工学 Except Principal Investigator Medium-sized Section 25:Social systems engineering, safety engineering, disaster prevention engineering, and related fields / Basic Section 09070:Educational technology-related / Social systems engineering/Safety system / Intelligent informatics
Keywords	Principal Investigator 機械学習 / データ解析 / 協調フィルタリング / 潜在構造分析 / ビッグデータ / ビッグデータ解析 / 誤り訂正符号 / 符号理論 / 因果推論 / 解析プラットフォーム … More / 統計的機械学習 / データ解析プラットフォーム / プログラミング教育 / Eラーニング / 学習支援システム / 潜在クラスモデル / プログラミング教育システム / 潜在クラス解析 / 潜在クラス分析 / 教育システム / プログラミング / Ｅラーニング / 動的再構成回路 / 故障診断 / 隠れ属性モデル分析 / 統計的学習理論 / I-Scover / メトリックラーニング / 隠れ属性モデル / 統計的モデル / 凸最適化 / 学習理論 / LDPC符号 / PCBC / 最小距離 / 重み分布 / ブロックターボ符号 / ターボ符号 / 最ゆう復号法 / 線形ブロック符号 / 置換生成行列 / 最尤復号法 / 2元線形ブロック符号 / 軟判定復号法 … More Except Principal Investigator 機械学習 / 因果推論 / 実験計画 / 人工知能 / データ駆動型社会 / 効果検証 / マーケティング施策 / 施策効果 / 自学自習システム / 学習状態 / eラーニングシステム / 脳波 / 生体情報 / 言語学習 / 学習分析 / eラーニング / Webマーケティング / 統計モデル / 経営工学 / レコメンデーション / 経営情報分析 / マーケティングモデル / ビッグデータ / 大規模データ / ビジネスアナリティクス / バッチ学習法 / オンライン学習法 / 並列アルゴリズム / バッチ学習 / オンライン学習 / 準ニュートン法 / 学習アルゴリズム / ニューラルネットワーク Less

データ駆動型企業システム実現のための大規模ログと実験データの活用分析基盤の構築
- Principal Investigator
  
  後藤正幸
- Project Period (FY)
  2024 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 25:Social systems engineering, safety engineering, disaster prevention engineering, and related fields
- Research Institution
  Waseda University
ビジネス施策を正しく評価するための潜在構造に基づく協調フィルタリングに関する研究Principal Investigator
- Principal Investigator
  
  小林学
- Project Period (FY)
  2023 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 25010:Social systems engineering-related
- Research Institution
  Waseda University
データ駆動型社会の基盤をなす次世代実験計画技術の開発と実証的評価
- Principal Investigator
  
  後藤正幸
- Project Period (FY)
  2021 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 25:Social systems engineering, safety engineering, disaster prevention engineering, and related fields
- Research Institution
  Waseda University
Research on Data Analysis Platform for Business Value Creation and Time-Varying Collaborative FilteringPrincipal Investigator
- Principal Investigator
  
  Kobayashi Manabu
- Project Period (FY)
  2019 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 25010:Social systems engineering-related
- Research Institution
  Waseda University
Development of a self-study system that can feel the learner's emotion beyond time and space for language learning
- Principal Investigator
  
  Umezawa Katsuyuki
- Project Period (FY)
  2019 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 09070:Educational technology-related
- Research Institution
  Shonan Institute of Technology
Programming Education System Based on Big Data and Learning Analytics for BeginnersPrincipal Investigator
- Principal Investigator
  
  Kobayashi Manabu
- Project Period (FY)
  2016 – 2018
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Learning support system
- Research Institution
  Waseda University
  Shonan Institute of Technology
Fundamental study on business analytics technologies on big data era
- Principal Investigator
  
  Goto Masayuki
- Project Period (FY)
  2014 – 2016
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Social systems engineering/Safety system
- Research Institution
  Waseda University
Big Data Classification Methods and Applications Based on Statistical Machine Learning and Convex OptimizationPrincipal Investigator
- Principal Investigator
  
  KOBAYASHI Manabu
- Project Period (FY)
  2013 – 2015
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Statistical science
- Research Institution
  Shonan Institute of Technology
Robust training based on combined online/batch training techniques
- Principal Investigator
  
  HIROSHI Ninomiya
- Project Period (FY)
  2011 – 2013
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Intelligent informatics
- Research Institution
  Shonan Institute of Technology
高速通信網に対する情報通信の信頼性向上に関する研究Principal Investigator
- Principal Investigator
  
  小林学
- Project Period (FY)
  2003 – 2004
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Communication/Network engineering
- Research Institution
  Shonan Institute of Technology
誤り訂正符号の軟判定復号法に関する研究Principal Investigator
- Principal Investigator
  
  小林学
- Project Period (FY)
  1999 – 2000
- Research Category
  
  Grant-in-Aid for Encouragement of Young Scientists (A)
- Research Field
  
  情報通信工学
- Research Institution
  Waseda University

[Book] データ科学入門III: モデルの候補が複数あるときの意思決定2024
- Author(s)
  松嶋敏泰，堀井俊佑，中原悠太，小林学
- Total Pages
  176
- Publisher
  サイエンス社
- ISBN
  9784781915982
- Data Source
  KAKENHI-PROJECT-19K04914
[Book] データ科学入門III: モデルの候補が複数あるときの意思決定2024
- Author(s)
  松嶋敏泰，堀井俊佑，中原悠太，小林学
- Total Pages
  176
- Publisher
  サイエンス社
- ISBN
  9784781915982
- Data Source
  KAKENHI-PROJECT-23K04293
[Book] データ科学入門I2022
- Author(s)
  松嶋敏泰，中原悠太，小林学，堀井俊佑，野村亮
- Total Pages
  192
- Publisher
  サイエンス社
- ISBN
  9784781915401
- Data Source
  KAKENHI-PROJECT-19K04914
[Book] 入門パターン認識と機械学習2014
- Author(s)
  後藤正幸，小林学
- Total Pages
  245
- Publisher
  コロナ社
- Data Source
  KAKENHI-PROJECT-26282090
[Book] 入門パターン認識と機械学習2014
- Author(s)
  後藤正幸，小林学
- Total Pages
  256
- Publisher
  コロナ社
- Data Source
  KAKENHI-PROJECT-25330045
[Journal Article] A study on latent structural models for binary relational data with attribute information2024
- Author(s)
  Mikawa Kenta、Kobayashi Manabu、Sasaki Tomoyuki、Manada Akiko
- Journal Title
  
  NOLTA
  
  Volume: 15 Issue: 2 Pages: 335-353
- DOI
  10.1587/nolta.15.335
- ISSN
  2185-4106
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K13519, KAKENHI-PROJECT-22K12200, KAKENHI-PROJECT-23K04293, KAKENHI-PROJECT-23K10983, KAKENHI-PROJECT-19K04914, KAKENHI-PROJECT-19K12163, KAKENHI-PROJECT-21H04600
[Journal Article] A Study on Latent Structural Models for Binary Relational Data with Attribute Information2023
- Author(s)
  Mikawa Kenta, Kobayashi Manabu, Sasaki Tomoyuki, Manada Akiko
- Journal Title
  
  Proceedings of 2023 International Symposium on Nonlinear Theory and Its Applications.
  
  Volume: - Pages: 198-201
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K04914
[Journal Article] Asymptotic Evaluation of Classification in the Presence of Label Noise2023
- Author(s)
  YASUDA Goki、SUKO Tota、KOBAYASHI Manabu、MATSUSHIMA Toshiyasu
- Journal Title
  
  IEICE Trans. Fundamentals
  
  Volume: E106.A Issue: 3 Pages: 422-430
- DOI
  10.1587/transfun.2022TAP0013
- ISSN
  0916-8508, 1745-1337
- Year and Date
  2023-03-01
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K04914, KAKENHI-PROJECT-17K06446
[Journal Article] Performance Evaluation of Error-Correcting Output Coding Based on Noisy and Noiseless Binary Classifiers2023
- Author(s)
  Kumoi Gendo、Yagi Hideki、Kobayashi Manabu、Goto Masayuki、Hirasawa Shigeichi
- Journal Title
  
  International Journal of Neural Systems
  
  Volume: 33 Issue: 02 Pages: 2350004-2350004
- DOI
  10.1142/s0129065723500041
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K04914, KAKENHI-PROJECT-20K04462, KAKENHI-PROJECT-21H04600
[Journal Article] A Model for Estimating the Operating Status of Individual Home Appliances Based on Bayesian Estimation from Main Power Consumption2023
- Author(s)
  鈴木佐俊、小林学、後藤正幸
- Journal Title
  
  Journal of Japan Industrial Management Association
  
  Volume: 74 Issue: 2 Pages: 63-76
- DOI
  10.11221/jima.74.63
- ISSN
  1342-2618, 2187-9079
- Year and Date
  2023-07-15
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K04293, KAKENHI-PROJECT-19K04914, KAKENHI-PROJECT-21H04600
[Journal Article] A Study on Latent Structural Models for Binary Relational Data with Attribute Information2023
- Author(s)
  Mikawa Kenta, Kobayashi Manabu, Sasaki Tomoyuki, Manada Akiko
- Journal Title
  
  Proceedings of 2023 International Symposium on Nonlinear Theory and Its Applications
  
  Volume: - Pages: 198-201
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K04293
[Journal Article] Research Results on System Development of the Research Project of a Self-Study System for Language Learning2022
- Author(s)
  Katsuyuki Umezawa, Makoto Nakazawa, Manabu Kobayashi, Yutaka Ishii, Michiko Nakano, Shigeichi Hirasawa
- Journal Title
  
  Proceeding of the The IEEE World Engineering Education Conference
  
  Volume: -
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K04914
[Journal Article] Performance Evaluation of Ecoc Considering Estimated Probability of Binary Classifiers2022
- Author(s)
  Gendo Kumoi, Hideki Yagi, Manabu Kobayashi, Masayuki Goto, Shigeichi Hirasawa
- Journal Title
  
  Proceeding of WORLD CIST
  
  Volume: -
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K04914
[Journal Article] Learning and Estimation of Latent Structural Models Based on between-Data Metrics2022
- Author(s)
  Mikawa Kenta、Kobayashi Manabu、Goto Masayuki、Hirasawa Shigeichi
- Journal Title
  
  Proc. of 2022 IEEE International Conference on Systems, Man, and Cybernetics
  
  Volume: - Pages: 3113-3118
- DOI
  10.1109/smc53654.2022.9945506
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K04914, KAKENHI-PROJECT-21H04600
[Journal Article] Construction Methods for Error Correcting Output Codes Using Constructive Coding and Their System Evaluations2022
- Author(s)
  Hirasawa Shigeichi、Kumoi Gendo、Yagi Hideki、Kobayashi Manabu、Goto Masayuki、Inazumi Hiroshige
- Journal Title
  
  Proc. of 2022 IEEE International Conference on Systems, Man, and Cybernetics
  
  Volume: - Pages: 3053-3059
- DOI
  10.1109/smc53654.2022.9945163
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K04914, KAKENHI-PROJECT-21H04600
[Journal Article] Performance Evaluation of Ecoc Considering Estimated Probability of Binary Classifiers2022
- Author(s)
  Gendo Kumoi , Hideki Yagi , Manabu Kobayashi , Masayuki Goto , Shigeichi Hirasawa
- Journal Title
  
  Proceeding of WORLD CIST 2022
  
  Volume: -
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K04914
[Journal Article] Effect of Hamming Distance on Performance of ECOC with Estimated Binary Classifiers2022
- Author(s)
  Kumoi Gendo、Yagi Hideki、Kobayashi Manabu、Hirasawa Shigeichi
- Journal Title
  
  Proc. of 2022 IEEE International Conference on Systems, Man, and Cybernetics
  
  Volume: - Pages: 111-116
- DOI
  10.1109/smc53654.2022.9945575
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K04914
[Journal Article] Performance Evaluation of ECOC Considering Estimated Probability of Binary Classifiers2022
- Author(s)
  Gendo Kumoi, Hideki Yagi, Manabu Kobayashi, Masayuki Goto, Shigeichi Hirasawa
- Journal Title
  
  Proceeding of 10th World Conference on Information Systems and Technologies 2022 (WORLD CIST 2022)
  
  Volume: WorldCIST 2022 Pages: 379-389
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21H04600
[Journal Article] 多値分類問題におけるECOC法の最適性に関する一考察2021
- Author(s)
  雲居玄道，八木秀樹，小林学，後藤正幸，平澤茂一
- Journal Title
  
  情報処理学会論文誌数理モデル化と応用
  
  Volume: -
- NAID
  170000185069
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K04914
[Journal Article] Evaluation of Difficulty During Visual Programming Learning Using a Simple Electroencephalograph and Minecraft Educational Edition2021
- Author(s)
  Katsuyuki Umezawa, Makoto Nakazawa, Manabu Kobayashi, Yutaka Ishii, Michiko Nakano, and Shigeichi Hirasawa
- Journal Title
  
  Springer
  
  Volume: 1367 Pages: 31-41
- DOI
  10.1007/978-3-030-72660-7_4
- ISBN
  9783030726591, 9783030726607
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19H01721
[Journal Article] 多値分類問題におけるECOC法の最適性に関する一考察2021
- Author(s)
  雲居玄道, 八木秀樹, 小林学, 後藤正幸, 平澤茂一
- Journal Title
  
  情報処理学会論文誌数理モデル化と応用
  
  Volume: 14 Pages: 1-10
- NAID
  170000185069
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K04914
[Journal Article] Comparison Experiment of Learning State between Visual Programming Language and Text Programming Language2021
- Author(s)
  Katsuyuki Umezawa, Makoto Nakazawa, Manabu Kobayashi, Yutaka Ishii, Michiko Nakano, Shigeichi Hirasawa
- Journal Title
  
  Proceeding of the IEEE International Conference on Teaching, Assessment and Learning for Engineering
  
  Volume: -
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K04914
[Journal Article] Analysis of Logic Errors Utilizing a Large Amount of File History During Programming Learning2020
- Author(s)
  Umezawa Katsuyuki、Nakazawa Makoto、Kobayashi Manabu、Ishii Yutaka、Nakano Michiko、Hirasawa Shigeichi
- Journal Title
  
  Proc. of IEEE Tale 2020
  
  Volume: - Pages: 630-634
- DOI
  10.1109/tale48869.2020.9368348
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K04914
[Journal Article] System Evaluation of Ternary Error-Correcting Output Codes for Multiclass Classification Problems2019
- Author(s)
  S. Hirasawa, G. Kumoi, H. Yagi, M. Kobayashi, M. Goto, T. Sakai, and H. Inazumi
- Journal Title
  
  2019 IEEE International Conference on Systems, Man and Cybernetics
  
  Volume: - Pages: 2893-2898
- DOI
  10.1109/smc.2019.8914295
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K04914
[Journal Article] Distributed Stochastic Gradient Descent Using LDGM Codes2019
- Author(s)
  S.Horii, T.Yoshida, M.Kobayashi, T.Matsushima
- Journal Title
  
  Proceedings of 2019 IEEE International Symposium on Information Theory (ISIT2019)
  
  Volume: - Pages: 1417-1421
- DOI
  10.1109/isit.2019.8849580
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K04914
[Journal Article] Time-Varying Collaborative Filtering Based on the Variational Bayes2019
- Author(s)
  Manabu Kobayashi, Toshiyasu Matsushima, Youko Yoshizawa
- Journal Title
  
  Proc. of 2019 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing
  
  Volume: - Pages: 132-135
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16K00491
[Journal Article] Probabilistic Fault Diagnosis and its Analysis in Multicomputer Systems2018
- Author(s)
  KOBAYASHI Manabu、MATSUSHIMA Toshiyasu、HIRASAWA Shigeichi
- Journal Title
  
  IEICE Trans. Fundamentals
  
  Volume: E101.A Issue: 12 Pages: 2072-2081
- DOI
  10.1587/transfun.E101.A.2072
- NAID
  130007539060
- ISSN
  0916-8508, 1745-1337
- Year and Date
  2018-12-01
- Language
  English
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16K00491
[Journal Article] A Greedy Construction Approach of Codeword Table on Error Correcting Output Coding for Multivalued Classification and Its Evaluation by Using Artificial Data2018
- Author(s)
  Gendo Kumoi, Hideki Yagi, Manabu Kobayashi, Masayuki Goto, Shigeichi Hirasawa
- Journal Title
  
  Proc. of 2018 International Conference on Engineering, Technology and Applied Sciences
  
  Volume: - Pages: 15-22
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16K00491
[Journal Article] System evaluation of error correcting output codes for artificial data models2018
- Author(s)
  Shigeichi Hirasawa, Gendo Kumoi, Manabu Kobayashi, Masayuki Goto and Hiroshige Inazumi
- Journal Title
  
  Proc. of 2018 International Conference on Engineering Technology and Applied Science
  
  Volume: - Pages: 112-122
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16K00491
[Journal Article] System Evaluation of Construction Methods for Multi-class Problems Using Binary Classifiers2018
- Author(s)
  S. Hirasawa, G. Kumoi, M. Kobayashi, M. Goto and H. Inazumi
- Journal Title
  
  Trends and Advances in Information Systems and Technologies
  
  Volume: 2 Pages: 909-919
- DOI
  10.1007/978-3-319-77712-2_86
- ISBN
  9783319777115, 9783319777122
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16K00491
[Journal Article] A Method based on Self-study Log Information for Improving Effectiveness of Classroom Component in Flipped Classroom Approach2016
- Author(s)
  Katsuyuki Umezawa, Takashi Ishida, Michitaka Aramoto, Manabu Kobayashi, Makoto Nakazawa, Shigeichi Hirasawa
- Journal Title
  
  International Journal of Software Innovation
  
  Volume: Volume 4, Issue 2 Issue: 2 Pages: 17-32
- DOI
  10.4018/ijsi.2016040102
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-26350299, KAKENHI-PROJECT-25330045, KAKENHI-PROJECT-16K00491
[Journal Article] A Study of Learning a Sparse Metric Matrix using l1 Regularization Based on Supervised Learning2015
- Author(s)
 三川健太，小林学，後藤正幸
- Journal Title
 
 Journal of Japan Industrial Management Association
 
 Volume: 66 Issue: 3 Pages: 230-239
- DOI
 10.11221/jima.66.230
- NAID
 130005107068
- ISSN
 1342-2618, 2187-9079
- Language
 Japanese
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
 KAKENHI-PROJECT-26750118, KAKENHI-PROJECT-25330045
[Journal Article] A New Latent Class Model for Analysis of Purchasing and Browsing Histories on EC Sites2015
- Author(s)
  Masayuki Goto, Kenta Mikawa, Shigeichi Hirasawa, Manabu Kobayashi, Tota Suko, Shunsuke Horii
- Journal Title
  
  Industrial Engineering & Management Science
  
  Volume: Vol.14, No.4 Issue: 4 Pages: 335-346
- DOI
  10.7232/iems.2015.14.4.335
- Peer Reviewed / Acknowledgement Compliant / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26560167, KAKENHI-PROJECT-25330045, KAKENHI-PROJECT-26282090
[Journal Article] 教師あり学習に基づく$l_1$正則化を用いた計量行列の学習法に関する一考察2015
- Author(s)
  三川健太，小林学，後藤正幸
- Journal Title
  
  日本経営工学会論文誌
  
  Volume: vol.66, no.3
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-25330045
[Journal Article] DRDLC Generating t-Term Boolean Functions Based on DG-CNTFETs2014
- Author(s)
  Manabu Kobayashi, Hiroshi Ninomiya, Yasuyuki Miura and Shigeyoshi Watanabe
- Journal Title
  
  Proc. 2014 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing
  
  Volume: 1 Pages: 81-84
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500189
[Journal Article] Robustness of Syndrome Analysis Method in Highly Structured Fault-Diagnosis Systems2014
- Author(s)
  Manabu Kobayashi, Masayuki Goto, Toshiyasu Matsushima, and Shigeichi Hirasawa
- Journal Title
  
  Proc. of 2014 IEEE International Conference on Systems, Man, and Cybernetics
  
  Volume: １ Pages: 2815-2821
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-25330045
[Journal Article] A Proposal of l1 Regularized Distance Metric Learning for High Dimensional Sparse Vector Space2014
- Author(s)
  Kenta Mikawa, Manabu Kobayashi, Masayuki Goto, and Shigeichi Hirasawa
- Journal Title
  
  Proc. of 2014 IEEE International Conference on Systems, Man, and Cybernetics
  
  Volume: １ Pages: 000-2005
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-25330045
[Journal Article] An Analysis of Purchasing and Browsing Histories on an EC Site Based on a New Latent Class Model2014
- Author(s)
  Masayuki Goto, Kenta Mikawa, Manabu Kobayashi, Shunsuke Horii, Tota Suko, Shigeichi Hirasawa
- Journal Title
  
  Proc. of the 1st East Asia Workshop on Industrial Engineering
  
  Volume: 1
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25330045
[Journal Article] Privacy-preserving Distributed Calculation Methods of a Least-squares Estimator for Linear Regression Models2014
- Author(s)
  須子統太, 堀井俊佑, 小林学, 後藤正幸, 松嶋敏泰, 平澤茂一
- Journal Title
  
  Journal of Japan Industrial Management Association
  
  Volume: 65 Issue: 2 Pages: 78-88
- DOI
  10.11221/jima.65.78
- NAID
  130004684287
- ISSN
  1342-2618, 2187-9079
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-25330045, KAKENHI-PROJECT-25420390, KAKENHI-PROJECT-25870812, KAKENHI-PROJECT-26282090
[Journal Article] Reconfigurable Dynamic Logic Circuit Generating t-Term Boolean Functions Based on Double-Gate CNTFETs2014
- Author(s)
 Manabu Kobayashi, Hiroshi Ninomiya, Yasuyuki Miura and Shigeyoshi Watanabe
- Journal Title
 
 IEICE Trans. Fundamentals
 
 Volume: E97.A Issue: 5 Pages: 1051-1058
- DOI
 10.1587/transfun.E97.A.1051
- NAID
 130004770827
- ISSN
 0916-8508, 1745-1337
- Language
 English
- Peer Reviewed / Acknowledgement Compliant
- Data Source
 KAKENHI-PROJECT-25330045
[Journal Article] Reconfigurable Circuit Design based on Arithmetic Logic Unit Using Double-Gate CNTFETs2014
- Author(s)
  Hiroshi Ninomiya, Manabu Kobayashi, Yasuyuki Miura and Shigeyoshi Watanabe
- Journal Title
  
  IEICE Trans. on Fundamentals.
  
  Volume: Ｅ97-Ａ Pages: 675-678
- NAID
  130003394763
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500189
[Journal Article] Reconfigurable Dynamic Logic Circuit Generating t-Term Boolean Functions Based on Double-Gate CNTFETs2014
- Author(s)
  M. Kobayashi, H.Ninomiya, Y.Miura and S. Watanabe
- Journal Title
  
  IEICE Trans. on Fundamentals
  
  Volume: Vol. E97-A, No.5
- NAID
  130004770827
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25330045
[Journal Article] Reconfigurable Circuit Design based Arithmetic Logic Unit using Double Gate CNTFETs2014
- Author(s)
  H. Ninomiya, M. Kobayashi, Y. Miura and S. Watanabe
- Journal Title
  
  IEICE Trans. on Fundamentals
  
  Volume: Vol.E97-A, No.2 Pages: 675-678
- NAID
  130003394763
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25330045
[Journal Article] Circuit Design of Reconfigurable Dynamic Logic Based on Double Gate CNTFETs Focusing on Number of States of Back Gate Voltages2014
- Author(s)
  J. Kato, S. Watanabe, H. Ninomiya, M. Kobayashi and Y. Miura
- Journal Title
  
  Contemporary Engineering Sciences
  
  Volume: Vol. 7, no. 1 Pages: 39-52
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25330045
[Journal Article] Circuit Design of 2-Input Reconfigurable Dynamic Logic Based on Double Gate MOSFETs with Whole Set of 16 Functions2014
- Author(s)
  J. Kato, S. Watanabe, H. Ninomiya, M. Kobayashi and Y. Miura
- Journal Title
  
  Contemporary Engineering Sciences
  
  Volume: Vol. 7, no. 2 Pages: 87-102
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25330045
[Journal Article] A Modified Aspect Model for Simulation Analysis2014
- Author(s)
  Masayuki Goto(20%), Kazushi Minetoma, Kenta Mikawa, Manabu Kobayashi, and Shigeichi Hirasawa
- Journal Title
  
  Proc. of 2014 IEEE International Conference on Systems, Man, and Cybernetics
  
  Volume: １ Pages: 1325-1330
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-25330045
[Journal Article] プライバシー保護機能を持つ線形回帰モデルにおける最小二乗推定量の分散計算法について2014
- Author(s)
  須子統太，堀井俊佑，小林学，後藤正幸，松嶋敏泰，平澤茂一
- Journal Title
  
  日本経営工学会論文誌
  
  Volume: Vol.65，No.2
- NAID
  130004684287
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25330045
[Journal Article] Reconfigurable Circuit Design based on Arithmetic Logic Unit Using Double-Gate CNTFETs2014
- Author(s)
  Ninomiya, H., Kobayashi, M., Miura, Y . and Watanabe S
- Journal Title
  
  IEICE Trans. on Fundamentals
  
  Volume: vol.E97-A,no.2 Pages: 675-678
- NAID
  130003394763
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500189
[Journal Article] Reduced Reconfigurable Logic Circuit Design based on Double Gate CNTFETs using Ambipolar Binary Decision Diagram2013
- Author(s)
  Ninomiya, H., Kobayashi, M. and Watanabe S
- Journal Title
  
  IEICE Trans. on Fundamentals
  
  Volume: vol.E96-A,no.1 Pages: 356-359
- NAID
  10031167126
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500189
[Journal Article] 大学における情報数理系科目のインタラクティブ教材の試作とその評価2013
- Author(s)
  石田崇，小林　学
- Journal Title
  
  CIEC コンピュータ＆エデュケーション
  
  Volume: Vol.35 Pages: 75-80
- NAID
  130004684503
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25330045
[Journal Article] Circuit Design of Reconfigurable Logic Based on Double-Gate CNTFETs2013
- Author(s)
  M. Kobayashi, H. Ninomiya and S. Watanabe
- Journal Title
  
  IEICE Trans. on Fundamentals
  
  Volume: Vol.　E96-A, Ｎo.7 Pages: 1642-1644
- NAID
  130003370693
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25330045
[Journal Article] A Linear Time ADMM Decoding for LDPC Codes over MIMO Channels2013
- Author(s)
  Kobayashi, M., Ninomiya, H., Matsushima, T ., and Hirasawa, S
- Journal Title
  
  Proc. 2013 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP'13)
  
  Pages: 185-188
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500189
[Journal Article] A Linear Time ADMM Decoding for LDPC Codes over MIMO Channels2013
- Author(s)
  M. Kobayashi, H. Ninomiya,, T. Matsushima, and S. Hirasawa
- Journal Title
  
  Proc. 2013 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing
  
  Volume: 1 Pages: 185-188
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500189
[Journal Article] An Error Probability Estimation of the Document Classification Using Markov Model2012
- Author(s)
  M. Kobayashi, H. Ninomiya,, T. Matsushima, and S. Hirasawa
- Journal Title
  
  Proc. 2012 International Symposium on Information Theory and its Applications
  
  Volume: 1 Pages: 712-716
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500189
[Journal Article] An Error Probability Estimation of the Document Classification Using Markov Model2012
- Author(s)
  Kobayashi, M., Ninomiya, H., Matsushima, T ., and Hirasawa, S
- Journal Title
  
  Proc. 2012 International Symposium on Information Theory and its Applications (ISITA'12)
  
  Pages: 712-716
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500189
[Journal Article] An Improved Method of Reliability-based Maximum Likelihood Decoding Algorithms using an Order Relation among Rinary Vectors2004
- Author(s)
  H.Yagi, M.Kobayashi, S.Hirasawa
- Journal Title
  
  IEICE Trans.Fundamentals Vol.E87-A, No.10
  
  Pages: 2493-2503
- Data Source
  KAKENHI-PROJECT-15760281
[Journal Article] Calculation Method of Low Weight Distribution for Parallel Concatenated Block Codes2004
- Author(s)
  M.Kobayashi, T.Matsushima, S.Hirasawa
- Journal Title
  
  The Proceedings of the International Symposium on Information Theory and its Applications Vol.1
  
  Pages: 829-834
- Data Source
  KAKENHI-PROJECT-15760281
[Journal Article] 記憶のある通信路における効率的なブロックターボ復号アルゴリズム2003
- Author(s)
  細谷剛, 小林学, 平澤茂一
- Journal Title
  
  第26回情報理論とその応用シンポジウム予稿集 Vol.1
  
  Pages: 85-88
- NAID
  10013957007
- Data Source
  KAKENHI-PROJECT-15760281
[Journal Article] Complexity Reduction of the Gazelle and Snyders Decoding Algorithm for Maximum Likelihood Decoding2003
- Author(s)
  H.Yagi, M.Kobayashi, S.Hirasawa
- Journal Title
  
  IEICE Trans.Fundamentals Vol.E86-A, No.10
  
  Pages: 2461-2472
- NAID
  110003212508
- Data Source
  KAKENHI-PROJECT-15760281
[Journal Article] バースト誤り通信路に適した低密度パリティ検査符号の構成法2003
- Author(s)
  小林学, 細谷剛, 八木秀樹, 平澤茂一
- Journal Title
  
  電子情報通信学会研究技術報告 IT2003-20
  
  Pages: 61-66
- NAID
  110003177793
- Data Source
  KAKENHI-PROJECT-15760281
[Journal Article] バースト誤り通信路に対するターボ復号法2003
- Author(s)
  若狭心司, 八木秀樹, 小林学, 平澤茂一
- Journal Title
  
  電子情報通信学会研究技術報告 IT2003-21
  
  Pages: 67-72
- Data Source
  KAKENHI-PROJECT-15760281
[Presentation] 生成 AI による統計学の学習用練習問題の品質の検証2024
- Author(s)
  石田崇, 雲居玄道, 小林学, 平澤茂一
- Organizer
  日本教育工学会 2024年春季全国大会
- Data Source
  KAKENHI-PROJECT-23K04293
[Presentation] 生成 AI による統計学の学習用練習問題の品質の検証2024
- Author(s)
  石田崇, 雲居玄道, 小林学, 平澤茂一
- Organizer
  日本教育工学会 2024年春季全国大会
- Data Source
  KAKENHI-PROJECT-19K04914
[Presentation] 生成 AI による統計学の学習用練習問題の品質の検証2024
- Author(s)
  雲居玄道, 石田崇, 小林学, 平澤茂一
- Organizer
  日本教育工学会 2024年春季全国大会
- Data Source
  KAKENHI-PROJECT-23K04293
[Presentation] 生成 AI による統計学の学習用練習問題の品質の検証2024
- Author(s)
  雲居玄道, 石田崇, 小林学, 平澤茂一
- Organizer
  日本教育工学会 2024年春季全国大会
- Data Source
  KAKENHI-PROJECT-19K04914
[Presentation] 生成 AI を用いた統計学の学習用練習問題自動生成の試み2023
- Author(s)
  石田崇, 雲居玄道, 小林学, 平澤茂一
- Organizer
  日本教育工学会 2023年秋季全国大会
- Data Source
  KAKENHI-PROJECT-19K04914
[Presentation] 不良回答の検出を目的としたアンケート設計に関する一考察2023
- Author(s)
  須子統太, 小林学
- Organizer
  第46回情報理論とその応用シンポジウム
- Data Source
  KAKENHI-PROJECT-23K04293
[Presentation] 不良回答の検出を目的としたアンケート設計に関する一考察2023
- Author(s)
  須子統太, 小林学
- Organizer
  第46回情報理論とその応用シンポジウム
- Data Source
  KAKENHI-PROJECT-19K04914
[Presentation] ECOC法に基づく多値分類の平均的性能について2023
- Author(s)
  小林学, 雲居玄道, 八木秀樹, 平澤茂一
- Organizer
  第46回情報理論とその応用シンポジウム
- Data Source
  KAKENHI-PROJECT-19K04914
[Presentation] 不良回答検出を目的としたアンケート設計手法と検出率の理論評価について2023
- Author(s)
  野口稜太，須子統太，小林学
- Organizer
  情報処理学会　第85回全国大会講演論文集，pp.491-492
- Data Source
  KAKENHI-PROJECT-21H04600
[Presentation] 不良回答検出を目的としたアンケート設計手法と検出率の理論評価について2023
- Author(s)
  野口稜太，須子統太，小林学
- Organizer
  情報処理学会第85回全国大会
- Data Source
  KAKENHI-PROJECT-19K04914
[Presentation] 不良回答の検出を目的としたアンケート設計に関する一考察2023
- Author(s)
  須子統太，小林学
- Organizer
  第46回情報理論とその応用シンポジウム (SITA2023)
- Data Source
  KAKENHI-PROJECT-21H04600
[Presentation] 主幹電力データからの家電製品の時系列状態推定モデル2023
- Author(s)
  鈴木佐俊，小林学，後藤正幸
- Organizer
  経営情報学会 2023年度年次大会，発表番号26
- Data Source
  KAKENHI-PROJECT-21H04600
[Presentation] 生成 AI を用いた統計学の学習用練習問題自動生成の試み2023
- Author(s)
  石田崇, 雲居玄道, 小林学, 平澤茂一
- Organizer
  日本教育工学会 2023年秋季全国大会
- Data Source
  KAKENHI-PROJECT-23K04293
[Presentation] ECOC法に基づく多値分類の平均的性能について2023
- Author(s)
  小林学, 雲居玄道, 八木秀樹, 平澤茂一
- Organizer
  第46回情報理論とその応用シンポジウム
- Data Source
  KAKENHI-PROJECT-23K04293
[Presentation] 銀行データを活用するための産学連携研究プラットフォームの構築2022
- Author(s)
  小林学, 中原悠太, 佐藤絵里子, 高谷親信, 塚本好宏
- Organizer
  情報処理学会第84回全国大会
- Data Source
  KAKENHI-PROJECT-19K04914
[Presentation] 銀行データを活用するための産学連携研究プラットフォームの構築2022
- Author(s)
  小林学，中原悠太，佐藤絵里子，高谷親信，塚本好宏
- Organizer
  情報処理学会第84回全国大会
- Data Source
  KAKENHI-PROJECT-21H04600
[Presentation] ベイズ最適化に基づく最適パラメータ探索法の研究動向と課題に関する一考察2022
- Author(s)
  良川太河, 小林学, 後藤正幸
- Organizer
  情報処理学会第84回全国大会
- Data Source
  KAKENHI-PROJECT-19K04914
[Presentation] Measurement of Brain Waves and Heart Rate to Understand the Learners' Learning Conditions during Remote Programming Learning2022
- Author(s)
  Katsuyuki Umezawa, Makoto Nakazawa, Manabu Kobayashi, Yutaka Ishii, Michiko Nakano and Shigeichi Hirasawa
- Organizer
  the 20th Hawaii International Conference on Education
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H01721
[Presentation] ベイズ最適化に基づく最適パラメータ探索法の研究動向と課題に関する一考察2022
- Author(s)
  良川太河，小林学，後藤正幸
- Organizer
  情報処理学会第84回全国大会
- Data Source
  KAKENHI-PROJECT-21H04600
[Presentation] 構成的符号化を用いたECOCの一構成法（続）2022
- Author(s)
  平澤茂一，雲居玄道，八木秀樹，小林学，後藤正幸，稲積宏誠
- Organizer
  情報処理学会第84回全国大会
- Data Source
  KAKENHI-PROJECT-21H04600
[Presentation] 不良回答検出のためのアンケート設計方法について2022
- Author(s)
  伊藤健太郎，須子統太，小林学
- Organizer
  情報処理学会第84回全国大会
- Data Source
  KAKENHI-PROJECT-21H04600
[Presentation] 回帰・分類問題における能動学習の研究動向と課題に関する一考察2022
- Author(s)
  阪井優太，小林学，後藤正幸
- Organizer
  情報処理学会第84回全国大会
- Data Source
  KAKENHI-PROJECT-21H04600
[Presentation] 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2022
- Author(s)
  石倉滉大, 小林学, 雲居玄道, 中野美知子, 梅澤克之, 平澤茂一
- Organizer
  情報処理学会第84回全国大会
- Data Source
  KAKENHI-PROJECT-19H01721
[Presentation] Research Results on System Development of the Research Project of a Self-Study System for Language Learning2022
- Author(s)
  Katsuyuki Umezawa, Makoto Nakazawa, Manabu Kobayashi, Yutaka Ishii, Michiko Nakano, and Shigeichi Hirasawa
- Organizer
  the IEEE World Engineering Education Conference (IEEE EDUNINE 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H01721
[Presentation] 構成的符号化を用いたECOCの一構成法2021
- Author(s)
  雲居玄道, 平澤茂一, 八木秀樹, 小林学, 後藤正幸
- Organizer
  日本経営工学会春季大会
- Data Source
  KAKENHI-PROJECT-19K04914
[Presentation] The Development of a Self-Study System for Language Learning - Overview of the Project and Related Work-2021
- Author(s)
  Katsuyuki Umezawa, Makoto Nakazawa, Manabu Kobayashi, Yutaka Ishii, Michiko Nakano, and Shigeichi Hirasawa
- Organizer
  6th International STEM Education Conference (iSTEM-Ed)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H01721
[Presentation] Evaluation of Difficulty During Visual Programming Learning Using a Simple Electroencephalograph and Minecraft Educational Edition2021
- Author(s)
  Katsuyuki Umezawa, Makoto Nakazawa, Manabu Kobayashi, Yutaka Ishii, Michiko Nakano, and Shigeichi Hirasawa
- Organizer
  the 9th World Conference on Information Systems and Technologies (WorldCIST 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H01721
[Presentation] Comparison Experiment of Learning State Between Visual Programming Language and Text Programming Language2021
- Author(s)
  Katsuyuki Umezawa, Makoto Nakazawa, Manabu Kobayashi, Yutaka Ishii, Michiko Nakano, and Shigeichi Hirasawa
- Organizer
  the IEEE International Conference on Teaching, Assessment and Learning for Engineering (TALE2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H01721
[Presentation] 言語学習を対象とした自学自習システムの研究～関連研究と研究成果～2021
- Author(s)
  梅澤克之, 中澤真, 石井雄隆, 小林学, 中野美知子, 平澤茂一
- Organizer
  経営情報学会(JASMIN)
- Data Source
  KAKENHI-PROJECT-19H01721
[Presentation] メトリックラーニングにおける潜在構造モデルと潜在変数の推定に関する一考察2021
- Author(s)
  三川健太，小林学，後藤正幸，平澤茂一
- Organizer
  日本経営工学会 2021年春季大会
- Data Source
  KAKENHI-PROJECT-21H04600
[Presentation] 回帰木のベイズ的アプローチに基づくGAM/GA2M2021
- Author(s)
  小林学, 松嶋敏泰, 平澤茂一
- Organizer
  日本経営工学会春季大会
- Data Source
  KAKENHI-PROJECT-19K04914
[Presentation] 言語学習を対象とした自学自習システムの研究～システム開発に関する研究成果～2021
- Author(s)
  梅澤克之, 中澤真, 石井雄隆, 小林学, 中野美知子, 平澤茂一
- Organizer
  情報処理学会情報教育シンポジウム SSS2021
- Data Source
  KAKENHI-PROJECT-19H01721
[Presentation] 言語学習を対象とした自学自習システムの研究～関連研究と脳波収集システムの開発～2021
- Author(s)
  梅澤克之, 中澤真, 石井雄隆, 小林学, 中野美知子, 平澤茂一
- Organizer
  電子情報通信学会教育工学研究会 (ET)
- Data Source
  KAKENHI-PROJECT-19H01721
[Presentation] 言語学習を対象とした時空を越えて相手を感じられる自学自習システムについて2021
- Author(s)
  梅澤克之, 中澤真, 石井雄隆, 小林学, 中野美知子, 平澤茂一
- Organizer
  日本経営工学会2021年春季大会
- Data Source
  KAKENHI-PROJECT-19H01721
[Presentation] 回帰木のベイズ的アプローチに基づくGAM/GA2M2021
- Author(s)
  小林学，松嶋敏泰，平澤茂一
- Organizer
  日本経営工学会 2021年春季大会
- Data Source
  KAKENHI-PROJECT-21H04600
[Presentation] 言語学習を対象とした時空を越えて相手を感じられる自学自習システムにおける脳波収集システムの開発2020
- Author(s)
  梅澤克之，中澤真，小林学，石井雄隆，中野美知子，平澤茂一
- Organizer
  電子情報通信学会総合大会
- Data Source
  KAKENHI-PROJECT-19H01721
[Presentation] 簡易脳波計と教育版マインクラフトを用いたビジュアルプログラミング学習時の難易度の評価2020
- Author(s)
  梅澤克之，中澤真，石井雄隆，小林学，中野美知子，平澤茂一
- Organizer
  情報処理学会コンピュータと教育研究会 153回研究発表会
- Data Source
  KAKENHI-PROJECT-19H01721
[Presentation] Analysis of Logic Errors Utilizing a Large Amount of File History During Programming Learning2020
- Author(s)
  Katsuyuki Umezawa, Makoto Nakazawa, Manabu Kobayashi, Yutaka Ishii, Michiko Nakano, and Shigeichi Hirasawa
- Organizer
  the IEEE International Conference on Teaching, Assessment and Learning for Engineering (TALE2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H01721
[Presentation] Research and Development Plan of Language-Learning Self-Study System that can Detect Learners' Conditions over Time and Space2020
- Author(s)
  Katsuyuki Umezawa, Makoto Nakazawa, Manabu Kobayashi, Yutaka Ishii, Michiko Nakano and Shigeichi Hirasawa
- Organizer
  18th Hawaii International Conference on Education
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H01721
[Presentation] Development of Electroencephalograph Collection System in Language-Learning Self-Study System That Can Detect Learning State of the Learner2020
- Author(s)
  Katsuyuki Umezawa, Makoto Nakazawa, Manabu Kobayashi, Yutaka Ishii, Michiko Nakano and Shigeichi Hirasawa
- Organizer
  the International Conference on Higher Education Learning, Teaching and Pedagogy (ICHELTP 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H01721
[Presentation] プログラミング学習時の学習履歴を活用した論理エラーの分析2020
- Author(s)
  梅澤克之，中澤真，小林学，石井雄隆，中野美知子，平澤茂一
- Organizer
  電子情報通信学会教育工学研究会 (ET)
- Data Source
  KAKENHI-PROJECT-19H01721
[Presentation] Detection of Careless Mistakes during Programming Learning using a Simple Electroencephalograph2020
- Author(s)
  Katsuyuki Umezawa, Makoto Nakazawa, Manabu Kobayashi, Yutaka Ishii, Michiko Nakano and Shigeichi Hirasawa
- Organizer
  the 15th International Conference on Computer Science and Education (IEEE ICCSE 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H01721
[Presentation] 簡易脳波計を用いたプログラミング学習時のケアレスミスの検出2020
- Author(s)
  梅澤克之，中澤真，石井雄隆，小林学，中野美知子，平澤茂一
- Organizer
  電子情報通信学会教育工学研究会 (ET)
- Data Source
  KAKENHI-PROJECT-19H01721
[Presentation] 回帰木のベイズ的アプローチに基づくGAM/GA2M2020
- Author(s)
  小林学，松嶋敏泰，平澤茂一
- Organizer
  日本経営工学会春季大会
- Data Source
  KAKENHI-PROJECT-19K04914
[Presentation] プログラミング授業のための可視化システムと初学者の学習分析2019
- Author(s)
  小林学，荒本道隆，佐藤一裕，平澤茂一
- Organizer
  情報処理学会第81回全国大会予稿集
- Data Source
  KAKENHI-PROJECT-16K00491
[Presentation] Exponential error bounds and decoding complexity for block codes constructed by unit Memory trellis codes of branch length two2019
- Author(s)
  Shigeichi Hirasawa, Hideki Yagi, Manabu Kobayashi, Masao Kasahara
- Organizer
  53rd Annual Conference on Information Sciences and Systems
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K00491
[Presentation] 言語学習を対象とした時空を越えて相手を感じられる自学自習システムの開発の概要2019
- Author(s)
  梅澤克之，中澤真，小林学，石井雄隆，中野美知子，平澤茂一
- Organizer
  2019年電子情報通信学会ソサイエティ大会
- Data Source
  KAKENHI-PROJECT-19H01721
[Presentation] 人工データによる2値判別器を用いた多値分類システムの評価2018
- Author(s)
  平澤茂一，雲居玄道，小林学，後藤正幸，稲積宏誠
- Organizer
  経営情報学会，PACIS2018主催記念特別全国研究発表大会予稿集
- Data Source
  KAKENHI-PROJECT-16K00491
[Presentation] グループ分け反転授業の実授業への適用2018
- Author(s)
  梅澤克之，小林学，石田崇，中澤真，平澤茂一
- Organizer
  電子情報通信学会教育工学研究会 (ET)
- Data Source
  KAKENHI-PROJECT-16K00491
[Presentation] Use of Student Grouping to Make Flipped Classroom More Effective2018
- Author(s)
  K. Umezawa, M. Kobayashi, T. Ishida, M. Nakazawa, S. Hirasawa
- Organizer
  16th Hawaii International Conference on Education
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K00491
[Presentation] System evaluation of construction methods for multi-class problems using binary classifiers2018
- Author(s)
  S. Hirasawa, G. Kumoi, M. Kobayashi, M. Goto and H. Inazumi
- Organizer
  6th World Conference on Information Systems and Technologies
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K00491
[Presentation] Experiment and Evaluation of Effective Grouped Flipped Classroom2017
- Author(s)
  K. Umezawa, M. Kobayashi, T. Ishida, M. Nakazawa and S. Hirasawa
- Organizer
  5th International Conference on Applied Computing & Information Technology
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K00491
[Presentation] Collaborative Filtering Based on the Latent Class Model using Variational Bayes2017
- Author(s)
  M. Kobayashi, K. Mikawa, Masayuki Goto and Shigeichi Hirasawa
- Organizer
  40th Symposium on Information Theory and its Applications
- Data Source
  KAKENHI-PROJECT-16K00491
[Presentation] グループ分け反転授業のアンケートによる評価2017
- Author(s)
  梅澤克之，小林学，石田崇，中澤真，平澤茂一
- Organizer
  2017年電子情報通信学会総合大会
- Place of Presentation
  名古屋，名城大学
- Year and Date
  2017-03-22
- Data Source
  KAKENHI-PROJECT-16K00491
[Presentation] Collaborative Filtering Analysis of Consumption Behavior Based on the Latent Class Model2017
- Author(s)
  M. Kobayashi, K. Mikawa, Masayuki Goto and Shigeichi Hirasawa
- Organizer
  IEEE International Conference on Systems, Man, and Cybernetics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K00491
[Presentation] 2値判別器を用いた多値分類方式のシステム評価（続）2017
- Author(s)
  平澤茂一，雲居玄道，小林学，後藤正幸，稲積宏誠
- Organizer
  第79回情報処理学会全国大会
- Place of Presentation
  名古屋，名古屋大学
- Year and Date
  2017-03-16
- Data Source
  KAKENHI-PROJECT-16K00491
[Presentation] Distance Metric Learnig using Each Category Centroid with Nuclear Norm Regularization2017
- Author(s)
  K. Mikawa, M. Kobayashi, M. Goto and S. Hirasawa
- Organizer
  2017 IEEE Symposium Series on Computational Intelligence
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K00491
[Presentation] 2値判別器を用いた多値分類方式のシステム評価（続）2017
- Author(s)
  平澤茂一，雲居玄道，小林学，後藤正幸，稲積宏誠
- Organizer
  情報処理学会第79回全国大会
- Place of Presentation
  名古屋大学東山キャンパス
- Year and Date
  2017-03-16
- Data Source
  KAKENHI-PROJECT-26282090
[Presentation] Collaborative Filtering Based on the Latent Class Model for Attributes2017
- Author(s)
  M. Kobayashi, K. Mikawa, M. Goto, T. Matsushima and S. Hirasawa
- Organizer
  16th IEEE International Conference On Machine Learning And Applications
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K00491
[Presentation] ニューラルネットワークによる非負値行列因子分解の表現とその拡張2017
- Author(s)
  小林学，三川健太，後藤正幸，平澤茂一
- Organizer
  電子情報通信学会2017年総合大会講演論文集
- Place of Presentation
  名城大学　天白キャンパス
- Year and Date
  2017-03-22
- Data Source
  KAKENHI-PROJECT-26282090
[Presentation] 自習時のログ情報に基づく効果的な反転授業の評価2017
- Author(s)
  梅澤克之，小林学，石田崇，中澤真，平澤茂一
- Organizer
  電子情報通信学会ET研究会研究技法，vol. 116, no. 438, ET2016-78
- Place of Presentation
  神奈川，国立特別支援教育総合研究所
- Data Source
  KAKENHI-PROJECT-16K00491
[Presentation] ニューラルネットワークによる非負値行列因子分解の表現とその拡張2017
- Author(s)
  小林学，三川健太，後藤正幸，平澤茂一
- Organizer
  2017年電子情報通信学会総合大会
- Place of Presentation
  名古屋，名城大学
- Year and Date
  2017-03-22
- Data Source
  KAKENHI-PROJECT-16K00491
[Presentation] A study on distance metric learning using distance structure among category centroids2016
- Author(s)
  K. Mikawa, M. Kobayashi, M. Goto and S. Hirasawa
- Organizer
  The 17th Asia Pacific Industrial Engineering and Management Systems Conference
- Place of Presentation
  台湾，台北
- Year and Date
  2016-12-07
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K00491
[Presentation] 編集履歴可視化システムを用いたLearning Analytics ～Cプログラミング科目における編集履歴と評価得点データを統合した分析モデル2016
- Author(s)
  後藤正幸，三川健太，雲居玄道，小林学，荒本道隆，平澤茂一
- Organizer
  情報処理学会第78回全国大会
- Place of Presentation
  慶応大学矢上キャンパス
- Year and Date
  2016-03-10
- Data Source
  KAKENHI-PROJECT-26282090
[Presentation] Distance Metric Learning based on Different l1 Regularized Metric Matrices in Each Category2016
- Author(s)
  Kenta Mikawa, Manabu Kobayashi, Masayuki Goto, Shigeichi Hirasawa
- Organizer
  2016 International Symposium on Information Theory and its Applications，Monterey
- Place of Presentation
  Monterey, California, USA
- Year and Date
  2016-10-30
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26282090
[Presentation] 潜在クラスモデルのニューラルネットワークによる学習2016
- Author(s)
  吉本昌史，小林学，二宮洋
- Organizer
  2016年電子情報通信学会ソサエティ大会
- Place of Presentation
  北海道，北海道大学
- Year and Date
  2016-09-20
- Data Source
  KAKENHI-PROJECT-16K00491
[Presentation] Learning Analyticsのための学習履歴可視化システムの開発2016
- Author(s)
  佐藤一裕，荒本道隆，中澤真，小林学，中野美知子，後藤正幸，平澤茂一
- Organizer
  経営情報学会 2016年秋季全国研究発表大会
- Place of Presentation
  立命館大学大阪いばらきキャンパス
- Year and Date
  2016-09-15
- Data Source
  KAKENHI-PROJECT-26282090
[Presentation] 2値判別器を用いた多値分類方式のシステム評価2016
- Author(s)
  平澤茂一，雲居玄道，小林学，後藤正幸，稲積宏誠
- Organizer
  経営情報学会 2016年秋季全国研究発表大会
- Place of Presentation
  立命館大学大阪いばらきキャンパス
- Year and Date
  2016-09-15
- Data Source
  KAKENHI-PROJECT-26282090
[Presentation] A Bayes Prediction Algorithm for Model Class Composed of Several Subclasses2016
- Author(s)
  M. Goto, M. Kobayashi, K. Mikawa and S. Hirasawa
- Organizer
  2016 International Symposium on Information Theory and its Applications
- Place of Presentation
  アメリカ，モントレー
- Year and Date
  2016-10-30
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K00491
[Presentation] Distance Metric Learning based on Different l1 Regularized Metric Matrices in Each Category2016
- Author(s)
  K. Mikawa, M. Kobayashi, M. Goto and S. Hirasawa
- Organizer
  2016 International Symposium on Information Theory and its Applications
- Place of Presentation
  アメリカ，モントレー
- Year and Date
  2016-10-30
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K00491
[Presentation] A Study on Distance Metric Learning using Distance Structure among Category Centroids2016
- Author(s)
  Kenta Mikawa, Manabu Kobayashi, Masayuki Goto, Shigeichi Hirasawa
- Organizer
  The 17th Asia Pacific Industrial Engineering and Management Systems Conference (APIEMS 2016)
- Place of Presentation
  Taipei, Taiwan
- Year and Date
  2016-12-07
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26282090
[Presentation] ECOC法による多値文書分類における符号語構成における一考察2016
- Author(s)
  雲居玄道，小林学，後藤正幸，平澤茂一
- Organizer
  第15回情報科学技術フォーラム（FIT2016）
- Place of Presentation
  富山大学五福キャンパス
- Year and Date
  2016-09-07
- Data Source
  KAKENHI-PROJECT-26282090
[Presentation] A Bayes Prediction Algorithm for Model Class Composed of Several Subclasses2016
- Author(s)
  Masayuki Goto, Manabu Kobayashi, Kenta Mikawa, Shigeichi Hirasawa
- Organizer
  2016 International Symposium on Information Theory and its Applications
- Place of Presentation
  Monterey, California, USA
- Year and Date
  2016-10-30
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26282090
[Presentation] Latent Class Model Analysis Based on the Variational Bayes2016
- Author(s)
  M. Kobayashi, M. Goto, T. Matsushima and S. Hirasawa
- Organizer
  2016 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing
- Place of Presentation
  The Hilton Waikiki Beach Hotel, Honolulu, Hawaii, USA
- Year and Date
  2016-03-06
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25330045
[Presentation] ECOC法による多値文書分類における符号語構成における一考察2016
- Author(s)
  雲居玄道，小林学，後藤正幸，平澤茂一
- Organizer
  FIT2016 情報科学技術フォーラム
- Place of Presentation
  富山，富山大学
- Year and Date
  2016-09-07
- Data Source
  KAKENHI-PROJECT-16K00491
[Presentation] Latent Class Model Analysis Based on the Variational Bayes2016
- Author(s)
  Manabu Kobayashi, Masayuki Goto, Toshiyasu Matsushima, and Shigeichi Hirasawa
- Organizer
  2016 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP'16)
- Place of Presentation
  Honolulu, Hawaii, USA
- Year and Date
  2016-03-06
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26282090
[Presentation] An Effective Flipped Classroom based on the Log Information of the Self-study2015
- Author(s)
  K.Umezawa, M.Aramoto, M.Kobayashi, T.Ishida, M.Nakazawa and S.Hirasawa
- Organizer
  3rd International Conference on Applied Computing & Information Technology
- Place of Presentation
  Okayama Convention Center, Okayama, Japan
- Year and Date
  2015-07-12
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25330045
[Presentation] A Study of Distance Metric Learning by Considering the Distances between Category Centroids2015
- Author(s)
  K.Mikawa, M.Kobayashi, M.Goto and S.Hirasawa
- Organizer
  2015 IEEE International Conference on Systems, Man, and Cybernetics
- Place of Presentation
  City University of Hong Kong, Hong Kong
- Year and Date
  2015-10-09
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25330045
[Presentation] プログラミング編集履歴可視化システムとその実践2015
- Author(s)
  小林学，後藤正幸，荒本道隆，平澤茂一
- Organizer
  2015年日本経営工学会秋季大会
- Place of Presentation
  金沢工業大学
- Year and Date
  2015-11-28
- Data Source
  KAKENHI-PROJECT-25330045
[Presentation] 出欠情報による隠れ属性モデル解析2015
- Author(s)
  小林学，後藤正幸，平澤茂一
- Organizer
  経営情報学会 2015年春季全国研究発表大会
- Place of Presentation
  日本大学生産工学部
- Year and Date
  2015-05-30
- Data Source
  KAKENHI-PROJECT-26282090
[Presentation] プログラミング編集履歴可視化システムとその実践2015
- Author(s)
  小林学，後藤正幸，荒本道隆，平澤茂一
- Organizer
  日本経営工学会平成27年秋季大会
- Place of Presentation
  金沢工業大学
- Year and Date
  2015-11-28
- Data Source
  KAKENHI-PROJECT-26282090
[Presentation] DRDLC Generating t-Term Boolean Functions Based on DG-CNTFETs2014
- Author(s)
  M. Kobayashi, H. Ninomiya, Y. Miura and S. Watanabe
- Organizer
  2014 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing
- Place of Presentation
  Honolulu, Hawaii, USA
- Data Source
  KAKENHI-PROJECT-25330045
[Presentation] 文脈木重み付け法を用いた半教師付き学習による文書分類2014
- Author(s)
  小畑智広，小林学，渡辺重佳
- Organizer
  第76回情報処理学会全国大会
- Place of Presentation
  東京電機大学
- Data Source
  KAKENHI-PROJECT-25330045
[Presentation] An Universal Logic-Circuit with Flip Flop Circuit Based on DG-CNTFET2013
- Author(s)
  Y, Miura, H. Ninomiya, M. Kobayashi and S. Watanabe
- Organizer
  2013 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing
- Place of Presentation
  Victoria, B.C., Canada
- Data Source
  KAKENHI-PROJECT-25330045
[Presentation] 高次元かつスパースなベクトル空間におけるl1正則化に基づく計量距離学習に関する一考察2013
- Author(s)
  三川健太，石田　崇，小林　学，後藤正幸，平澤茂一
- Organizer
  情報理論とその応用シンポジウム
- Place of Presentation
  伊東ホテル聚楽
- Data Source
  KAKENHI-PROJECT-25330045
[Presentation] 回帰木を用いた画像の無歪みデータ圧縮2013
- Author(s)
  小林　学，松島敏泰，平澤茂一
- Organizer
  情報理論とその応用シンポジウム
- Place of Presentation
  伊東ホテル聚楽
- Data Source
  KAKENHI-PROJECT-25330045
[Presentation] 回帰木を用いた画像の無歪みデータ圧縮2013
- Author(s)
  小林　学，平澤茂一
- Organizer
  電子情報通信学会研究技術報告
- Place of Presentation
  宮古島マリンターミナル
- Data Source
  KAKENHI-PROJECT-25330045
[Presentation] MIMO 通信における相互情報量基準に基づく量子化器の設計法2012
- Author(s)
  小林学, 八木秀樹, 二宮洋, 平澤茂一
- Organizer
  電子情報通信学会情報理論研究会信学技報
- Data Source
  KAKENHI-PROJECT-23500189
[Presentation] 出席状況把握システムSAMSとその解析
- Author(s)
  小林学，大谷真，梅澤克之，後藤正幸，平澤茂一
- Organizer
  経営情報学会 2014年春季全国研究発表大会
- Place of Presentation
  青山学院大相模原キャンパス，神奈川
- Year and Date
  2014-05-31 – 2014-06-01
- Data Source
  KAKENHI-PROJECT-26282090
[Presentation] 出席状況把握システムSAMSとその解析
- Author(s)
  小林学，大谷真，梅澤克之，後藤正幸，平澤茂一
- Organizer
  2014年春季全国研究発表大会
- Place of Presentation
  青山学院大学
- Year and Date
  2014-05-31 – 2014-06-01
- Data Source
  KAKENHI-PROJECT-25330045
[Presentation] Robustness of Syndrome Analysis Method in Highly Structured Fault-Diagnosis Systems
- Author(s)
  Manabu Kobayashi, Masayuki Goto, Toshiyasu Matsushima, Shigeichi Hirasawa
- Organizer
  2014 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC2014)
- Place of Presentation
  San Diego, USA
- Year and Date
  2014-10-05 – 2014-10-08
- Data Source
  KAKENHI-PROJECT-26282090
[Presentation] A Proposal of l_1 Regularized Distance Metric Learning for High Dimensional Sparse Vector Space
- Author(s)
  Kenta Mikawa, Manabu Kobayashi, Masayuki Goto, Shigeichi Hirasawa
- Organizer
  2014 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC2014)
- Place of Presentation
  San Diego, USA
- Year and Date
  2014-10-05 – 2014-10-08
- Data Source
  KAKENHI-PROJECT-26282090
[Presentation] MIMO通信における相互情報量基準に基づく量子化器の設計法
- Author(s)
  小林　学，八木秀樹，二宮　洋，平澤茂一
- Organizer
  電子情報通信学会　情報理論研究会
- Place of Presentation
  草津セミナーハウス
- Data Source
  KAKENHI-PROJECT-23500189
[Presentation] 出欠情報による隠れ属性モデル解析
- Author(s)
  小林学，後藤正幸，平澤茂一
- Organizer
  2015年春季全国研究発表大会
- Place of Presentation
  日本大学
- Year and Date
  2015-05-30 – 2015-05-31
- Data Source
  KAKENHI-PROJECT-25330045
[Presentation] An Analysis of Purchasing and Browsing Histories on an EC Site Based on a New Latent Class Model
- Author(s)
  Masayuki Goto, Kenta Mikawa, Manabu Kobayashi, Shunsuke Horii, Tota Suko, Shigeichi Hirasawa
- Organizer
  The 1st East Asia Workshop on Industrial Engineering
- Place of Presentation
  Hiroshima, Japan
- Year and Date
  2014-11-08 – 2014-11-09
- Data Source
  KAKENHI-PROJECT-26282090
[Presentation] A Modified Aspect Model for Simulation Analysis
- Author(s)
  Masayuki Goto, Kazushi Minetoma, Kenta Mikawa, Manabu Kobayashi, Shigeichi Hirasawa
- Organizer
  2014 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC2014)
- Place of Presentation
  San Diego, USA
- Year and Date
  2014-10-05 – 2014-10-08
- Data Source
  KAKENHI-PROJECT-26282090
[Presentation] 文脈木重み付け法を用いた半教師付き学習による文書分類
- Author(s)
  小畑智広，小林　学，渡辺重佳
- Organizer
  第77回情報処理学会全国大会
- Place of Presentation
  京都大学
- Year and Date
  2015-03-17 – 2015-03-19
- Data Source
  KAKENHI-PROJECT-25330045

1. HIRASAWA Shigeichi (30147946)

# of Collaborated Projects: 6 results

# of Collaborated Products: 97 results
2. Goto Masayuki (40287967)

# of Collaborated Projects: 3 results

# of Collaborated Products: 25 results
3. 三川健太 (40707733)

# of Collaborated Projects: 3 results

# of Collaborated Products: 9 results
4. 山下遥 (90754797)

# of Collaborated Projects: 3 results

# of Collaborated Products: 0 results
5. 松嶋敏泰 (30219430)

# of Collaborated Projects: 2 results

# of Collaborated Products: 6 results
6. 上田雅夫 (20755087)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
7. 守口剛 (70298066)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
8. 関庸一 (90196949)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
9. 鈴木秀男 (10282328)

# of Collaborated Projects: 2 results

# of Collaborated Products: 1 results
10. 生田目崇 (10318222)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
11. HIROSHI Ninomiya (60308335)

# of Collaborated Projects: 1 results

# of Collaborated Products: 10 results
12. Umezawa Katsuyuki (20780282)

# of Collaborated Projects: 1 results

# of Collaborated Products: 20 results
13. 須子統太 (40409660)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
14. 堀井俊佑 (00552150)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
15. 鈴木誠 (80339796)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
16. 中澤真 (40288014)

# of Collaborated Projects: 1 results

# of Collaborated Products: 20 results
17. 中野美知子 (70148229)

# of Collaborated Projects: 1 results

# of Collaborated Products: 20 results
18. 石井雄隆 (90756545)

# of Collaborated Projects: 1 results

# of Collaborated Products: 19 results
19. YOSHIMOTO Masashi

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Kobayashi Manabu 小林 学

KOBAYASHI Manabu 小林 学

小林 学 コバヤシ マナブ

Research Projects

Research Products

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データ駆動型企業システム実現のための大規模ログと実験データの活用分析基盤の構築

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ビジネス施策を正しく評価するための潜在構造に基づく協調フィルタリングに関する研究Principal Investigator

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データ駆動型社会の基盤をなす次世代実験計画技術の開発と実証的評価

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Research on Data Analysis Platform for Business Value Creation and Time-Varying Collaborative FilteringPrincipal Investigator

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Development of a self-study system that can feel the learner's emotion beyond time and space for language learning

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Programming Education System Based on Big Data and Learning Analytics for BeginnersPrincipal Investigator

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Fundamental study on business analytics technologies on big data era

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Big Data Classification Methods and Applications Based on Statistical Machine Learning and Convex OptimizationPrincipal Investigator

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Robust training based on combined online/batch training techniques

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高速通信網に対する情報通信の信頼性向上に関する研究Principal Investigator

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誤り訂正符号の軟判定復号法に関する研究Principal Investigator

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[Book] データ科学入門III: モデルの候補が複数あるときの意思決定2024

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[Book] データ科学入門III: モデルの候補が複数あるときの意思決定2024

Author(s)

Kobayashi Manabu 小林学

KOBAYASHI Manabu 小林学

小林学コバヤシマナブ

[Book] 入門パターン認識と機械学習2014

[Book] 入門パターン認識と機械学習2014