ホーム > 櫻井鉄也/ Sakurai, Tetsuya

櫻井鉄也

Sakurai, Tetsuya

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

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

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. Multi-Omics clustering by integrating clinical features from large language model Ye, Xiucai; Shi, Tianyi; Huang, Dong; Sakurai, Tetsuya
Methods 239: 64 (2025)
2. Development of a deep learning-based model to evaluate changes during radiotherapy using cervical cancer digital pathology Goto, Masaaki; Futamura, Yasunori; Makishima, Hirokazu; Saito, Takashi (+5 著者) Sakurai, Hideyuki
Journal of radiation research 66: 144 (2025)
3. 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)
4. Spatio-temporal epidemic forecasting using mobility data with LSTM networks and attention mechanism Jiao, Shihu; Wang, Yu; Ye, Xiucai; Nagahara, LarrySakurai., Tetsuya
Scientific Reports 15: (2025)
5. OmniClust: A versatile clustering toolkit for single-cell and spatial transcriptomics data Cui, Yaxuan; Cui, Yang; Ding, Yi; Nakai, Kenta (+3 著者) Sakurai, Tetsuya
Methods 238: 84 (2025)
6. MultiCycPermea: accurate and interpretable prediction of cyclic peptide permeability using a multimodal image-sequence model Wang, Zixu; Chen, Yangyang; Shang, Yifan; Yang, Xiulong (+3 著者) Zeng, Xiangxiang
BMC Biology 23: (2025)
7. Image-based generation for molecule design with SketchMol Wang, Zixu; Chen, Yangyang; Ma, Pengsen; Yu, Zhou (+4 著者) Zeng, Xiangxiang
NATURE MACHINE INTELLIGENCE Epub: (2025)
8. Anomaly Detection in Double-entry Bookkeeping Data by Federated Learning System with Non-model Sharing Approach MASHIKO, Sota; KAWAMATA, Yuji; NAKAYAMA, Tomoru; SAKURAI, TetsuyaOKADA, Yukihiko
arXiv (2025)
9. Robust feature learning using contractive autoencoders for multi-omics clustering in cancer subtyping Guo, Mengke; Ye, Xiucai; Huang, Dong; Sakurai, Tetsuya
METHODS 233: 52 (2025)
10. Selecting interpretable features for cancer subtyping on multi-omics data Shi, Tianyi; Ye, Xiucai; Huang, Dong; Sakurai, Tetsuya
Proceedings of IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 1155 (2024)
11. Integrating Biological Language Processing and Memory Attention Model for Protein-DNA Binding Residue Prediction Guan, Shixuan; Ye, Xiucai; Sakurai, Tetsuya
Proceedings of IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 25 (2024)
12. Cancer subtype identification by multi-omics clustering based on interpretable feature and latent subspace learning Shi, Tianyi; Ye, Xiucai; Huang, Dong; Sakurai, Tetsuya
METHODS 231: 144 (2024) Semantic Scholar
13. Identification of Spatial Domains, Spatially Variable Genes, and Genetic Association Studies of Alzheimer Disease with an Autoencoder-based Fuzzy Clustering Algorithm Cui, Yaxuan; Wei, Leyi; Wang, Ruheng; Ye, XiucaiSakurai, Tetsuya
CURRENT BIOINFORMATICS 19: 765 (2024) Semantic Scholar
14. An interpretable deep learning model predicts RNA-small molecule binding sites Xi, Wenyu; Wang, Ruheng; Wang, Li; Ye, Xiucai (+1 著者) Sakurai, Tetsuya
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE 159: 557 (2024) Semantic Scholar
15. DiffSeqMol: A Non-Autoregressive Diffusion-Based Approach for Molecular Sequence Generation and Optimization Wang, Zixu; Chen, Yangyang; Guo, Xiulan; Li, Yayang (+3 著者) Sakurai, Tetsuya
CURRENT BIOINFORMATICS Epub: (2024) Semantic Scholar
16. Moreau-Yoshida variational transport: a general framework for solving regularized distributional optimization problems NGUYEN; Dai Hai; Sakurai, Tetsuya
Machine Learning 113: 6697 (2024) Semantic Scholar
17. Collaborative causal inference on distributed data Kawamata, Yuji; Motai, Ryoki; Okada, Yukihiko; Imakura, AkiraSakurai, Tetsuya
EXPERT SYSTEMS WITH APPLICATIONS 244: (2024) Semantic Scholar
18. CyclePermea: Membrane Permeability Prediction of Cyclic Peptides with a Multi-Loss Fusion Network Wang, Zixu; Chen, Yangyang; Ye, Xiucai; Sakurai, Tetsuya
Proceedings of the International Joint Conference on Neural Networks (IJCNN) (2024)
19. Deciphering the Complex Characterization of Coding LncRNA Liu, Tianyuan; Ye, Xiucai; Sakurai, Tetsuya
Proceedings of the International Joint Conference on Neural Networks (IJCNN) (2024)
20. Integrated convolution and self-attention for improving peptide toxicity prediction Jiao, Shihu; Ye, Xiucai; Sakurai, Tetsuya; Zou, QuanLiu, Ruijun
BIOINFORMATICS 40: btae297 (2024) Semantic Scholar

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1. 固有値計算と特異値計算櫻井,鉄也 (担当:分担執筆, 範囲:第5章櫻井-杉浦法)
丸善出版 2019年12月
2. 数値線形代数の数理とHPC 櫻井,鉄也 (担当:分担執筆, 範囲:固有値問題の数値解法)
共立出版 2018年8月 (ISBN: 9784320019553)
3. 2015 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) Ye, Xiucai; Sakurai, Tetsuya (担当:分担執筆, 範囲:Spectral Clustering Using Robust Similarity Measure Based on Closeness of Shared Nearest Neighbors)
IEEE 2015年 (ISBN: 9781479919598)
4. 数値の処理と数値解析櫻井,鉄也
放送大学教育振興会 2014年3月
5. 計算力学理論ハンドブック櫻井, 鉄也 (担当:分担執筆, 範囲:線形方程式の解法と固有値解析)
朝倉書店 2010年1月
6. 現代数理科学事典第2版櫻井, 鉄也 (担当:分担執筆, 範囲:非線形方程式の解法)
丸善 2010年1月
7. SNC'09: PROCEEDINGS OF THE 2009 INTERNATIONAL WORKSHOP ON SYMBOLIC-NUMERIC COMPUTATION Sakurai, Tetsuya; Asakura, Junko; Tadano, Hiroto; Ikegami, Tsutomu; Kimura, Kinji (担当:分担執筆, 範囲:A Method for Finding Zeros of Polynomial Equations using a Contour Integral Based Eigensolver)
ASSOC COMPUTING MACHINERY 2009年1月 (ISBN: 9781605586649)
8. 2007 IEEE International Workshop on Databases for Next Generation Researchers Kishimoto, Sadaya; Murakata, Mamoru; Nakanishi, Takafumi; Sakurai, Tetsuya; Kitagawa, Takashi (担当:分担執筆, 範囲:Problem-solving support system for mathematical sciences)
IEEE 2007年1月 (ISBN: 9781424409037)
9. Applied Parallel Computing - STATE OF THE ART IN SCIENTIFIC COMPUTING Sakurai, Tetsuya; Kodaki, Yoshihisa; Tadano, Hiroto; Umeda, Hiroaki; Inadomi, Yuichi; Watanabe, Toshio; Nagashima, Umpei (担当:分担執筆, 範囲:A master-worker type eigensolver for molecular orbital computations)
SPRINGER-VERLAG BERLIN 2007年1月 (ISBN: 9783540757542)
10. Proceedings of the IASTED International Conference on Databases and Applications Kishimoto, Sadaya; Nakanishi, Takafumi; Murakata, Mamoru; Otsuka, Toru; Sakurai, Tetsuya; Kitagawa, Takashi (担当:分担執筆, 範囲:An implementation method of an integrated associative search for mathematical expressions)
ACTA PRESS ANAHEIM 2006年1月
11. ADVANCES IN GRID AND PERVASIVE COMPUTING, PROCEEDINGS Aida, Y; Nakajima, Y; Sato, M; Sakurai, T; Takahashi, D; Boku, T (担当:分担執筆, 範囲:Performance improvement by data management layer in a grid RPC system)
SPRINGER-VERLAG BERLIN 2006年1月 (ISBN: 3540338098)
12. APPLIED PARALLEL COMPUTING: STATE OF THE ART IN SCIENTIFIC COMPUTING Sakurai, T; Hayakawa, K; Sato, M; Takahashi, D (担当:分担執筆, 範囲:A parallel method for large sparse generalized eigenvalue problems by OmniRPC in a grid environment)
SPRINGER-VERLAG BERLIN 2006年1月 (ISBN: 3540290672)
13. LARGE-SCALE SCIENTIFIC COMPUTING Sakurai, T; Kodaki, Y; Umeda, H; Inadomi, Y; Watanabe, T; Nagashima, U (担当:分担執筆, 範囲:A hybrid parallel method for large sparse eigenvalue problems on a grid computing environment using Ninf-G/MPI)
SPRINGER-VERLAG BERLIN 2006年1月 (ISBN: 3540319948)
14. 数値計算のわざ櫻井, 鉄也
共立出版 2006年1月
15. ICNAAM 2004: INTERNATIONAL CONFERENCE ON NUMERICAL ANALYSIS AND APPLIED MATHEMATICS 2004 Tadano, H; Sakurai, T (担当:分担執筆, 範囲:A method for avoiding breakdown in product-type iterative methods and its behavior for Toeplitz linear systems)
WILEY-V C H VERLAG GMBH 2004年1月 (ISBN: 3527405631)
16. ICNAAM 2004: INTERNATIONAL CONFERENCE ON NUMERICAL ANALYSIS AND APPLIED MATHEMATICS 2004 Sakurai, T; Tadano, H; Inadomi, Y; Nagashima, U (担当:分担執筆, 範囲:A moment-based method for large scale eigenvalue problems)
WILEY-V C H VERLAG GMBH 2004年1月 (ISBN: 3527405631)
17. 数値計算のつぼ櫻井, 鉄也
共立出版 2004年1月
18. MATLAB/Scilabで理解する数値計算櫻井鉄也
東京大学出版会東京大学出版会 2003年1月
19. 大規模一般化固有値問題の並列解法櫻井鉄也 (担当:監修)
応用数理応用数理 2003年1月
20. 数値計算法櫻井, 鉄也
オーム社オーム社 1998年1月

181. Hierarchical Deep Learning Architecture for Predicting Protein-DNA Binding Sites Guan, Shixuan; Ye, Xiucai; Sakurai, Tetsuya
The 8th International Conference on Medical and Health Informatics (ICMHI 2024)
182. Exploring Peptide Toxicity Prediction for Intelligent Drug Discovery Using Deep Learning Jiao, Shihu; Ye, Xiucai; Sakurai, Tetsuya
The 8th International Conference on Medical and Health Informatics (ICMHI 2024)
183. Opportunities and Challenges: A New Perspective in Functional Diversity of Coding LncRNA and Their Micropeptides Liu, Tianyuan; Ye, Xiucai; Sakurai, Tetsuya
The 8th International Conference on Medical and Health Informatics (ICMHI 2024)
184. Multi-omics Clustering for Cancer Subtyping Based on SHAP Values Shi, Tianyi; Ye, Xiucai; Sakurai, Tetsuya
The 8th International Conference on Medical and Health Informatics (ICMHI 2024)
185. Deciphering the Complex Characterization of Coding LncRNA Liu, Tianyuan; Ye, Xiucai; Sakurai, Tetsuya
International Joint Conference on Neural Networks (IJCNN2024)
186. CyclePermea: Membrane Permeability Prediction of Cyclic Peptides with a Multi-Loss Fusion Network Wang, Zixu; Chen, Yangyang; Ye, Xiucai; Sakurai, Tetsuya
International Joint Conference on Neural Networks (IJCNN2024)
187. Selecting interpretable features for cancer subtyping on multi-omics data Shi, Tianyi; Ye, Xiucai; Huang, Dong; Sakurai, Tetsuya
IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
188. Multi-omics Data Clustering for Cancer Subtyping via Interpretable Feature Extraction Shi, Tianyi; Ye, Xiucai; Sakurai, Tetsuya
International Conference on Machine Learning and Computing (ICMLC 2025)
189. リアルワールドビッグデータを人工知能AIを用いて機械学習し，最良な周術期管理を構築する丸山常彦; 野崎礼史; 池澤, 和人; 鈴木, 英雄; 黒川友博; 二村, 保徳; 櫻井, 鉄也; 小田, 竜也
第125回日本外科学会定期学術集会
190. Toward the Application of Differential Privacy to Data Collaboration Yamashiro, Hiromi; OMOTE, Kazumasa; Imakura, Akira; Sakurai, Tetsuya
IEEE Access
191. Development of a machine learning model to evaluate changes during radiotherapy in cervical cancer tumor cells Goto, Masaaki; Futamura, Yasunori; Makishima, Hirokazu; Sakamoto, Noriaki; Iijima, Tatsuo; Tamaki, Yoshio; Sakurai, Tetsuya; SAKURAI, Hideyuki
The 3rd International Congress of the Asian Oncology Society (AOS2023)
192. 機械学習を用いて，入院時に胃癌術後入院期間を予測する丸山, 常彦; 池澤, 和人; 鈴木, 英雄; 二村, 保徳; 櫻, 井鉄也; 小田, 竜也
第 79 回日本消化器外科学会総会
193. Multi-omics clustering based on interpretable and discriminative features for cancer subtyping Shi, Tianyi; Ye, Xiucai; Sakurai, Tetsuya
IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
194. Recent progress in complex moment-based eigenvalue solvers Imakura, Akira; sakurai, tetsuya; Futamura, yasunori
SIAM Conference on Parallel Processing for Scientific Computing (PP24)
195. Distributed data analysis through data collaboration technique sakurai, tetsuya; Imakura, Akira; Futamura, yasunori
SIAM Conference on Parallel Processing for Scientific Computing (PP24)
196. Data Collaboration Cox Proportional Hazards Model for Privacy-preserving Survival Analysi Imakura, Akira; Tsunoda, Ryoya; Kagawa, Rina; Yamagata, Kunihiro; Sakurai, Tetsuya
10th International Congress on Industrial and Applied Mathematics (ICIAM2023)
197. Explainability and Fairness of Distributed Data Analysis Kawamata, Yuji; Motai, Ryoki; Okada, Yukihiko; Imakura, Akira; Sakurai, Tetsuya
10th International Congress on Industrial and Applied Mathematics (ICIAM2023)
198. Explainability and Fairness of Distributed Data Analysis Kawamata, Yuji; Motai, Ryoki; Okada, Yukihiko; Imakura, Akira; Sakurai, Tetsuya
10th International Congress on Industrial and Applied Mathematics (ICIAM2023)
199. 胃癌術後の早期経口開始は，術後入院期間を有意に短縮させる丸山, 常彦; 池澤, 和人; 鈴木, 英雄; 櫻井, 鉄也; 二村, 保徳; 小田, 竜也
第 124 回日本外科学会定期学術集会
200. 機械学習を用いた子宮頸がん病理組織像の放射線治療変化判定モデルの開発後藤雅明; 二村保徳; 牧島弘和; 坂本規彰; 飯島達生; 玉木義雄; 櫻井鉄也; 奥村敏之; 櫻井, 英幸
日本放射線腫瘍学会第36回学術大会

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1. 特願2018-243376: 分散データ統合装置、分散データ統合方法及び分散データ統合プログラム
今倉, 暁; 櫻井, 鉄也
2. 2022-010035: 端末、データ処理装置、端末制御プログラム、データ処理プログラム、端末制御方法及びデータ処理方法
今倉暁; 櫻井鉄也; 岡田, 幸彦; 藤井智也; 坂元哲平
3. 特願2020-563129: 分散データ統合装置、分散データ統合解析装置、分散データ統合方法、及びプログラム
今倉, 暁; sakurai, tetsuya
4. 特願2017-113630: 画像処理システム、評価モデル構築方法、画像処理方法及びプログラム
櫻井, 鉄也; 木村宇任
5. 特願2017-113759: 画像処理システム、評価モデル構築方法、画像処理方法及びプログラム
櫻井, 鉄也; 木村宇任
6. 特願2017-005786: 画像処理システム、画像処理方法及び画像処理プログラム
永田, 毅; 渋木, 尚; 前川, 秀正; 佐野, 碧; 檜作, 彰良; 浅井, 剛; 吉田, 貢; 六角, 広介; 櫻井, 鉄也; 祖平, 明夫