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今倉 暁

Imakura, Akira

システム情報系 , 准教授
Institute of Systems and Information Engineering , Associate Professor

http://www.cs.tsukuba.ac.jp/~imakura/index.html

技術革新を支えるアルゴリズムと ソフトウェアを開発
先端数値解析ソフトウェアリサーチユニット
Development of algorithms and software to support technological innovations

2017-01-17

櫻井 鉄也 ARANHA CLAUS DE CASTRO 今倉 暁 多田野 寛人
オープンアクセス版の論文は「つくばリポジトリ」で読むことができます。
  1. 1. Data collaboration for causal inference from limited medical testing and medication data NAKAYAMA, Tomoru; KAWAMATA, Yuji; TOYODA, Akihiro; IMAKURA, Akira (+5 著者) OKADA, Yukihiko
      Scientific Reports 15: (2025)
  2. 2. Block cross-interactive residual smoothing for Lanczos-type solvers for linear systems with multiple right-hand sides Aihara, Kensuke; Imakura, Akira; Morikuni, Keiichi
      arXiv arXiv:2412.19488 [math.NA]: 1 (2024) Semantic Scholar
  3. 3. Collaborative causal inference on distributed data Imakura, Akira
      Expert Systems with Applications 244: 123024 (2024) Semantic Scholar
  4. 4. Estimation of conditional average treatment effects on distributed data: A privacy-preserving approach Kawamata, Yuji; Motai, Ryoki; Okada, Yukihiko; Imakura, AkiraSakurai, Tetsuya
      arXiv (2024)
  5. 5. Toward the Application of Differential Privacy to Data Collaboration Hiromi Yamashiro; Kazumasa Omote; Akira Imakura; Tetsuya Sakurai
      IEEE Access 12: 63292 (2024) Semantic Scholar
  6. 6. A privacy-preserving technique to identify the useful content of documents owned by multiple institutes Kagawa, Rina; Imakura, Akira; Matsubara, Masaki
      Lecture Notes in Computer Science (2023)
  7. 7. Another use of SMOTE for interpretable data collaboration analysis Imakura, Akira; Kihira, Masateru; Okada, Yukihiko; Sakurai, Tetsuya
      EXPERT SYSTEMS WITH APPLICATIONS 228: (2023)
  8. 8. Non-readily identifiable data collaboration analysis for multiple datasets including personal information Imakura, Akira; Sakurai, Tetsuya; Okada, Yukihiko; Fujii, Tomoya (+1 著者) Abe, Hiroyuki
      INFORMATION FUSION 98: (2023)
  9. 9. DC-SHAP Method for Consistent Explainability in Privacy-Preserving Distributed Machine Learning Bogdanova, Anna; Imakura, Akira; Sakurai, Tetsuya
      Human-Centric Intelligent Systems 197 (2023) Semantic Scholar
  10. 10. Data collaboration analysis in predicting diabetes from a small amount of health checkup data Go, Uchitachimoto; Noriyoshi, Sukegawa; Masayuki, Kojima; 香川, 璃奈 (+3 著者) Tetsuya, Sakurai
      SCIENTIFIC REPORTS 13: (2023) Semantic Scholar
  11. 11. FL と DC 解析における通信コストと精度の比較: 筑波大学附属病院とつくば市役所の統合データ解析を想定して 豊田明広; 内立元豪; 小島真之; 香川璃奈 (+3 著者) 岡田幸彦
      第37回人工知能学会全国大会 (2023)
  12. 12. Verified eigenvalue and eigenvector computations using complex moments and the Rayleigh-Ritz procedure for generalized Hermitian eigenvalue problems Akira, Imakura; Keiichi, Morikuni; Akitoshi, Takayasu
      JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS 424: 1 (2023) Semantic Scholar
  13. 13. Complex moment-based eigensolver coupled with two Krylov subspaces Imakura, Akira; Sakurai, Tetsuya
      JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS 432: 115283 (2023) Semantic Scholar
  14. 14. DC-COX: Data collaboration Cox proportional hazards model for privacy-preserving survival analysis on multiple parties Imakura, Akira; Tsunoda, Ryoya; Kagawa, Rina; Yamagata, KunihiroSakurai, Tetsuya
      JOURNAL OF BIOMEDICAL INFORMATICS 137: (2023) Semantic Scholar
  15. 15. LSEC: Large-scale spectral ensemble clustering Li, Hongmin; Ye, Xiucai; Imakura, Akira; Sakurai, Tetsuya
      INTELLIGENT DATA ANALYSIS 27: 59 (2023) Semantic Scholar
  16. 16. Complex moment-based methods for differential eigenvalue problems Imakura, Akira; Morikuni, Keiichi; Takayasu, Akitoshi
      NUMERICAL ALGORITHMS 92: 693 (2023) Semantic Scholar
  17. 17. A Study of the Privacy Perspective on Principal Component Analysis via a Realistic Attack Model Hiromi, Yamashiro; Kazumasa, Omote; Akira, Imakura; Tetsuya, Sakurai
      Proceedings of the International Conference on Computational Intelligence and Security (CIS 2022) (2022) Semantic Scholar
  18. 18. Image Data Recoverability Against Data Collaboration and Its Countermeasure Takaya Yamazoe; Hiromi Yamashiro; Kazumasa Omote; Akira ImakuraTetsuya Sakurai
      Communications in Computer and Information Science 1680: 3 (2022)
  19. 19. Divide-and-conquer based Large-Scale Spectral Clustering Li, Hongmin; Ye, Xiucai; Imakura, Akira; Sakurai, Tetsuya
      NEUROCOMPUTING 501: 664 (2022) Semantic Scholar
  20. 20. Application of data collaboration analysis to distributed data with misaligned features Mizoguchi, Akihiro; Imakura, Akira; sakurai, tetsuya
      Informatics in Medicine Unlocked 32: 101013 (2022)
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  1. 1. NEURAL INFORMATION PROCESSING, ICONIP 2016, PT IV Sakurai, Tetsuya; Imakura, Akira; Inoue, Yuto; Futamura, Yasunori (担当:分担執筆, 範囲:Alternating Optimization Method Based on Nonnegative Matrix Factorizations for Deep Neural Networks)
    SPRINGER INT PUBLISHING AG 2016年 (ISBN: 9783319466811)

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