ホーム > 二村 保徳/ Futamura, Yasunori

二村 保徳

Futamura, Yasunori

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

http://www.cs.tsukuba.ac.jp/~futamura/

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  1. 1. Development of a deep learning-based model to evaluate changes during radiotherapy using cervical cancer digital pathology. Masaaki Goto; Yasunori Futamura; Hirokazu Makishima; Takashi Saito (+5 著者) Hideyuki Sakurai
      Journal of radiation research 66: 144 (2025)
  2. 2. Extraction of local structure differences in silica based on unsupervised learning Anh Khoa Augustin Lu; Jianbo Lin; Yasunori Futamura; Tetsuya Sakurai (+1 著者) Tsuyoshi Miyazaki
      Physical Chemistry Chemical Physics (2024) Semantic Scholar
  3. 3. Determination of hyper-parameters in the atomic descriptors for efficient and robust molecular dynamics simulations with machine learning forces Jianbo Lin; Ryo Tamura; Yasunori Futamura; Tetsuya SakuraiTsuyoshi Miyazaki
      Physical Chemistry Chemical Physics 25: 17978 (2023) Semantic Scholar
  4. 4. Quantum Algorithm for Regularized Spectral Clustering. Changzhou Long; Yasunori Futamura; Xiucai Ye; Tetsuya Sakurai
      Proceedings of the 15th International Conference on Machine Learning and Computing(ICMLC) 5 (2023)
  5. 5. iLoc-miRNA: extracellular/intracellular miRNA prediction using deep BiLSTM with attention mechanism. Zhao-Yue Zhang; Lin Ning; Xiucai Ye; Yu-He Yang (+2 著者) Hao Lin
      Briefings in bioinformatics 23: (2022) Semantic Scholar
  6. 6. Extracellular vesicles derived from Wharton's Jelly mesenchymal stem cells inhibit the tumor environment via the miR-125b/HIF1α signaling pathway. Yun-Hsuan Chang; Cat-Khanh Vuong; Nhat-Hoang Ngo; Toshiharu Yamashita (+8 著者) Osamu Ohneda
      Scientific reports 12: 13550 (2022) Semantic Scholar
  7. 7. Multiview network embedding for drug-target Interactions prediction by consistent and complementary information preserving. Yifan Shang; Xiucai Ye; Yasunori Futamura; Liang YuTetsuya Sakurai
      Briefings in bioinformatics 23: 1 (2022) Semantic Scholar
  8. 8. Flexible subspace iteration with moments for an effective contour integration‐based eigensolver Sarah Huber; Yasunori Futamura; Martin Galgon; Akira Imakura (+1 著者) Tetsuya Sakurai
      Numerical Linear Algebra with Applications 1 (2022) Semantic Scholar
  9. 9. Structural analysis based on unsupervised learning: Search for a characteristic low-dimensional space by local structures in atomistic simulations Ryo Tamura; Momo Matsuda; Jianbo Lin; Yasunori Futamura (+1 著者) Tsuyoshi Miyazaki
      PHYSICAL REVIEW B 105: 075107 (2022) Semantic Scholar
  10. 10. Distortion-free PCA on sample space for highly variable gene detection from single-cell RNA-seq data Momo MATSUDA; Yasunori FUTAMURA; Xiucai YE; Tetsuya SAKURAI
      Frontiers of Computer Science 17: (2022) Semantic Scholar
  11. 11. Contour Integral-based Quantum Algorithm for Estimating Matrix Eigenvalue Density Yasunori Futamura; Xiucai Ye; Tetsuya Sakurai
      arXiv 2112.05395: 1 (2021)
  12. 12. Spectral Graph Partitioning Using Geodesic Distance-based Projection Yasunori Futamura; Ryota Wakaki; Tetsuya Sakurai
      2021 IEEE High Performance Extreme Computing Conference (HPEC) 1 (2021) Semantic Scholar
  13. 13. Efficient Implementation of a Dimensionality Reduction Method Using a Complex Moment-Based Subspace. Takahiro Yano; Yasunori Futamura; Akira Imakura; Tetsuya Sakurai
      HPC Asia 2021: The International Conference on High Performance Computing in Asia-Pacific Region 83 (2021) Semantic Scholar
  14. 14. Efficient Contour Integral-based Eigenvalue Computation Using an Iterative Linear Solver with Shift-Invert Preconditioning. Yasunori Futamura; Tetsuya Sakurai
      HPC Asia 2021: The International Conference on High Performance Computing in Asia-Pacific Region 90 (2021) Semantic Scholar
  15. 15. Detecting Interactive Gene Groups for Single-Cell RNA-Seq Data Based on Co-Expression Network Analysis and Subgraph Learning. Xiucai Ye; Weihang Zhang; Yasunori Futamura; Tetsuya Sakurai
      Cells 9: (2020) Semantic Scholar
  16. 16. Spectral anomaly detection in large graphs using a complex moment-based eigenvalue solver Yasunori Futamura; Xiucai Ye; Akira Imakura; Tetsuya Sakurai
      ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering 6: 04020010 (2020)
  17. 17. ESSEX: Equipping Sparse Solvers For Exascale. Christie L. Alappat; Andreas Alvermann; Achim Basermann; Holger Fehske (+13 著者) Gerhard Wellein
      Software for Exascale Computing 143 (2020)
  18. 18. Benefits from using mixed precision computations in the ELPA-AEO and ESSEX-II eigensolver projects Alvermann Andreas; Basermann Achim; Bungartz; Hans-Joachim (+29 著者) Wellein Gerhard
      JAPAN JOURNAL OF INDUSTRIAL AND APPLIED MATHEMATICS 36: 699 (2019) Semantic Scholar
  19. 19. Efficient Vector Partitioning Algorithm for Modularity-based Graph Clustering Hiroaki Shiokawa; Yasunori Futamura
      Journal of Data Intelligence 1: 101 (2019)
  20. 20. 複数右辺ベクトルを持つシフト線形方程式に対する多項式前処理の有効性の検証 関川 悠太; 二村 保徳; 今倉 暁; 櫻井 鉄也
      日本応用数理学会論文誌 29: 141 (2019)
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  1. 1. シリーズ応用数理 【6】巻『数値線形代数の数理とＨＰＣ』 日本応用数理学会; 監修; 櫻井 鉄也; 松尾 宇泰; 片桐 孝洋 (担当:分担執筆, 範囲:第６章 固有値・特異値問題における並列計算 6.2 射影法)
    共立出版 2018年 (ISBN: 9784320019553)

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