Rchr
J-GLOBAL ID:200901023234937942   Update date: Sep. 30, 2024

Nakata Kazuhide

ナカタ カズヒデ | Nakata Kazuhide
Affiliation and department:
Job title: Professor
Homepage URL  (1): http://www.nakatalab.iee.e.titech.ac.jp/index.html
Research keywords  (6): operations research ,  machine learning ,  optimization ,  経営工学 ,  numerical analysis ,  computer science
Research theme for competitive and other funds  (19):
  • 2020 - 2025 機械学習を用いた最適化問題の自動モデリングと構造を利用したアルゴリズムの開発
  • 2019 - 2022 Next Optimization Methods for Social Implementation of Machine Learning Systems
  • 2018 - 2021 テキスト分析による有価証券報告書の文章情報の情報価値の分析
  • 2018 - 2021 テキスト分析による企業戦略、リスク等の計測とM&Aや資本政策等の企業ファイナンス行動の関係分析
  • 2015 - 2019 An Efficient Numerical Method for Optimal Contribution Problem based on Conic Optimization
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Papers (88):
  • Shoki Yamao, Ken Kobayashi, Kentaro Kanamori, Takuya Takagi, Yuichi Ike, Kazuhide Nakata. Distribution-aligned Sequential Counterfactual Explanation with Local Outlier Factor. Proceedings of The 21th Pacific Rim International Conference on Artificial Intelligence. 2024
  • Naoki Nishimura, Ken Kobayashi, Kazuhide Nakata. Balancing Immediate Revenue and Future Off-Policy Evaluation in Coupon Allocation. Proceedings of The 21th Pacific Rim International Conference on Artificial Intelligence. 2024
  • Tomofumi Hara, Yuki Sumiya, Kazuhide Nakata. Trend Analysis with Interpretability and Cold-Start Problems for Recommender Systems. The Review of Socionetwork Strategies. 2024. 18
  • Mitsuhiro Nishijima, Kazuhide Nakata. GENERALIZATIONS OF DOUBLY NONNEGATIVE CONES AND THEIR COMPARISON. Journal of the Operations Research Society of Japan. 2024. 67. 3. 84-109
  • Kaito Majima, Kosuke Kawakami, Kota Ishizuka, Kazuhide Nakata. Keyword-Level Bayesian Online Bid Optimization for Sponsored Search Advertising. Operations Research Forum. 2024. 5. 2
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MISC (15):
  • 中田和秀. タクシープローブデータの分析による業務改善:最適化と機械学習. 第34回RAMP数理最適化シンポジウム論文集. 2022. 113-128
  • 田中研人, 木村遥介, 中田和秀, 井上 光太郎. 企業の情報開示と株式の市場流動性-記述定性情報のケース. 証券アナリストジャーナル. 2022. 60. 10. 36-48
  • 倉又 迪哉, 中田 和秀. 量子アニーリングと組合せ最適化. オペレーションズ・リサーチ. 2022. 67. 6. 280-289
  • 井上光太郎, 中田和秀. 自然言語処理の発展と有用性. 企業会計. 2022. 74. 2. 160-170
  • 中田和秀. 経営工学によるスマート社会の実現を目指して ー東京工業大学 中田研究室ー. 経営システム. 2020. 30. 1. 43-47
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Books (6):
  • Intelligent Computing and Optimization: Proceedings of the 6th International Conference on Intelligent Computing and Optimization 2023 (ICO2023), Volume 4 (Lecture Notes in Networks and Systems, 854
    Springer 2023 ISBN:9783031501500
  • Advances in Artificial Intelligence, Selected Papers from the Annual Conference of Japanese Society of Artificial Intelligence
    Springer 2022 ISBN:9783030964504
  • 基礎数学IV 最適化理論
    東京化学同人 2019 ISBN:9784807914968
  • Handbook on Semidefinite Cone and Polynomial Optimization
    Springer 2011 ISBN:9781461407683
  • Parallel Combinatorial Optimization
    John Wiley & Sons, Inc 2006 ISBN:9780471721017
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Education (3):
  • 2002 - Tokyo Institute of Technology
  • 1996 - 1998 Tokyo Institute of Technology Information Science and Engineering Mathematical and Computing Sciences
  • 1992 - 1996 Tokyo Institute of Technology School of Science Dept. of Information Science
Professional career (1):
  • Doctor of Science (Tokyo Institute of Technology)
Work history (5):
  • 2021 - 現在 Tokyo Institute of Technology School of Engineering, Department of Industrial Engineering and Economics Professer
  • 2016 - 2021 Tokyo Institute of Technology School of Engineering, Department of Industrial Engineering and Economics Associate Professor
  • 2008 - 2016 Tokyo Institute of Technology Graduate School of Decision Science and Technology Associate Professor
  • 2002 - 2008 Tokyo Institute of Technology Graduate School of Decision Science and Technology Assistant Professor
  • 1999 - 2002 University of Tokyo Department of Applied Physics Assistant Professor
Awards (6):
  • 2024/03 - 日本ソーシャルデータサイエンス学会 研究奨励賞
  • 2023/11 - 人工知能学会 第37回 全国大会優秀賞
  • 2017/03 - 日本ソーシャルデータサイエンス学会 研究奨励賞
  • 2016/09 - 日本オペレーションズ・リサーチ学会 事例研究賞
  • 2015/03 - 日本ソーシャルデータサイエンス学会 研究奨励賞
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Association Membership(s) (5):
The Japan Society for Industrial and Applied Mathmatics ,  Mathematical Programming Society ,  The Operations Research Society of Japan ,  日本ファイナンス学会 ,  The Japanese Society for Artificial Intelligence
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