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叶秀彩

Ye, Xiucai

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

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。

41. ToxinMI: improving peptide toxicity prediction by fusing multimodal information based on mutual information Wei, lesong; Ye, Xiucai; Sakurai., Tetsuya
Proceedings of the Conference on Research in Adaptive and Convergent Systems 77 (2022)
42. Knowledge distillation-based privacy-preserving data analysis. Huang, Dong; Ye, Xiucai; Sakurai, Tetsuya
Proceedings of the Conference on Research in Adaptive and Convergent Systems 15 (2022)
43. Enhanced Authenticated Key Agreement for Surgical Applications in a Tactile Internet Environment Lee, Tian-Fu; Ye, Xiucai; Chen, Wei-Yu; Chang, Chi-Chang
SENSORS 22: (2022) Semantic Scholar
44. 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
45. Dimension-aware under spatiotemporal constraints: an efficient privacy-preserving framework with peak density clustering Zhang, Jing; Huang, Qihan; Hu, Jianyu; Ye, Xiucai
The Journal of Supercomputing 79: 4164 (2022)
46. Extracellular vesicles derived from Wharton's Jelly mesenchymal stem cells inhibit the tumor environment via the miR-125b/HIF1α signaling pathway Chang, Yun-Hsuan; Vuong, Cat-Khanh; Ngo, Nhat-Hoang; Yamashita, Toshiharu (+8 著者) Ohneda, Osamu
Scientific reports 12: 13550 (2022) Semantic Scholar
47. Divide-and-conquer based Large-Scale Spectral Clustering Li, Hongmin; Ye, Xiucai; Imakura, Akira; Sakurai, Tetsuya
NEUROCOMPUTING 501: 664 (2022) Semantic Scholar
48. Successive Trajectory Privacy Protection with Semantics Prediction Differential Privacy Zhang, Jing; Li, Yanzi; Ding, Qian; Lin, LiweiYe, Xiucai
Entropy 24: (2022) Semantic Scholar
49. Ensemble Learning for Cluster Number Detection Based on Shared Nearest Neighbor Graph and Spectral Clustering Zhang, Weihang; Ye, Xiucai; Sakurai, Tetsuya
Proceeding of the International Joint Conference on Neural Networks (IJCNN 2022) (accepted): 1 (2022)
50. Missing value imputation with low-rank matrix completion in single-cell RNA-seq data by considering cell heterogeneity Huang, Meng; Ye, Xiucai; Li, Hongmin; Sakurai, Tetsuya
FRONTIERS IN GENETICS 13: (2022) Semantic Scholar
51. Multiview network embedding for drug-target Interactions prediction by consistent and complementary information preserving Shang, Yifang; Ye, Xiucai; Futamura, Yasunori; Yu, LiangSakurai, Tetsuya
Briefings in Bioinformatics 23: (2022) Semantic Scholar
52. NerLTR-DTA: drug–target binding affinity prediction based on neighbor relationship and learning to rank Xiaoqing, Ru; Ye, Xiucai; Tetsuya, Sakurai; Quan, Zou
Bioinformatics 38: 1964 (2022) Semantic Scholar
53. Sequential reinforcement active feature learning for gene signature identification in renal cell carcinoma Huang, Meng; Ye, Xiucai; Imakura, Akira; Sakurai, Tetsuya
Journal of Biomedical Informatics 128: (2022) Semantic Scholar
54. Analysis of Drug Repositioning and Prediction Techniques: A Concise Review He, Shida; Liu, Xin; Ye, Xiucai; Sakurai, Tetsuya
Current Topics in Medicinal Chemistry 22: 1897 (2022) Semantic Scholar
55. ToxIBTL: prediction of peptide toxicity based on information bottleneck and transfer learning Wei, Lesong; Ye, Xiucai; Sakurai, Tetsuya; Wu, ZengchaoWei, Leyi
Bioinformatics 38: 1514 (2022) Semantic Scholar
56. Anonymous Dynamic Group Authenticated Key Agreements Using Physical Unclonable Functions for Internet of Medical Things Lee, Tian-Fu; Ye, Xiucai; Lin, Syuan-Han
IEEE INTERNET OF THINGS JOURNAL 9: 15336 (2022) Semantic Scholar
57. Multi-View Federated Learning with Data Collaboration Yang, Yitao; Ye, Xiucai; Sakurai, Tetsuya
Proceeding of 14th International Conference on Machine Learning and Computing (ICMLC) 178 (2022)
58. Better Performance with Transformer: CPPFormer in precise prediction of cell-Penetrating Peptides Xue, Yuyang; Ye, Xiucai; Wei, Lesong; Zhang, Xin (+1 著者) Wei, Leyi
Current Medicinal Chemistry 29: 881 (2022) Semantic Scholar
59. Collaborative Novelty Detection for Distributed Data by a Probabilistic Method Imakura, Akira; Ye, Xiucai; Sakurai, Tetsuya
Proceeding of Asian Conference on Machine Learning (ACML) (accepted): 932 (2021)
60. ATSE: a peptide toxicity predictor by exploiting structural and evolutionary information based on graph neural network and attention mechanism Wei, Lesong; Ye, Xiucai; Xue, Yuyang; Sakurai, TetsuyaWei, Leyi
Briefings in Bioinformatics 22: (2021) Semantic Scholar

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書籍等出版物情報はまだありません。

1. Ensemble Learning for Cluster Number Detection Based on Shared Nearest Neighbor Graph and Spectral Clustering Zhang, Weihang; Ye, Xiucai; Sakurai, Tetsuya
International Joint Conference on Neural Networks (IJCNN 2022) 2022年7月18日
2. Sequential Active Gene Selection in Renal Cell Carcinoma Huang, Meng; Ye, Xiucai; Imakura, Akira; Sakurai, Tetsuya
6th International Conference on Medical and Health Informatics 2022年5月13日
3. Advantages of Learning to Rank in Compound-protein Associations Prediction Ru, Xiaoqing; Ye, Xiucai; Sakurai, Tetsuya; Zou, Quan
6th International Conference on Medical and Health Informatics 2022年5月13日
4. Multi-view Network Embedding for Drug-target Interactions Prediction Shang, Yifan; Ye, Xiucai; Futamura, Yasunori; Yu, Liang; Sakurai, Tetsuya
6th International Conference on Medical and Health Informatics 2022年5月13日
5. Peptide Toxicity Prediction Based on Transfer Learning Wei, lesong; Ye, Xiucai; Sakurai, Tetsuya; Mu, Zengchao; Wei, Leyi
6th International Conference on Medical and Health Informatics 2022年5月13日
6. Multi-View Federated Learning with Data Collaboration Yang, Yitao; Ye, Xiucai; Sakurai, Tetsuya
14th International Conference on Machine Learning and Computing (ICMLC) 2022年2月18日
7. Collaborative Novelty Detection for Distributed Data by a Probabilistic Method Imakura, Akira; Ye, Xiucai; Sakurai, Tetsuya
13th Asian Conference on Machine Learning 2021年11月17日
8. Spectral Clustering Joint Deep Embedding Learning by Autoencoder Ye, Xiucai; Wang, Chunhao; Imakura, Akira; Sakurai, Tetsuya
International Joint Conference on Neural Networks (IJCNN 2021) 2021年7月18日
9. Ensemble Learning for Spectral Clustering Li, Hongmin; Ye, Xiucai; Imakura, Akira; Sakurai, Tetsuya
IEEE International Conference on Data Mining (ICDM 2020) 2020年11月17日
10. Hubness-Based Sampling Method For Nystrom Spectral Clustering Li, Hongmin; Ye, Xiucai; Imakura, Akira; Sakurai, Tetsuya
2020 International Joint Conference on Neural Networks (IJCNN 2020) 2020年7月19日
11. Novelty Detection in Multimodal Datasets Based on Least Square Probabilistic Analysis Yoda, Hiroyuki; Akira, Imakura; Momo, Matsuda; Ye, Xiucai; Sakurai, Tetsuya
12th International Conference on Machine Learning and Computing 2020年6月19日
12. Distributed Feature Selection by Collaborative Data Analysis Ye, Xiucai; Li, Hongmin; Imakura, Akira; Sakurai, Tetsuya
12th International Conference on Machine Learning and Computing 2020年6月19日招待有り
13. A complex moment-based dimensionality reduction for data analysis Imakura, Akira; Matsuda, Momo; Ye, Xiucai; Sakurai, Tetsuya
2019 Mini-Workshop on Computational Science (MWCS2019) 2019年8月18日招待有り
14. Distributed Collaborative Feature Selection Based on Intermediate Representation Ye, Xiucai; Li, Hongmin; Akira, Imakura; Sakurai, Tetsuya
28th International Joint Conference on Artificial Intelligence (IJCAI-19) 2019年8月10日
15. A complex moment-based spectral method for detecting anomalous structures in large graphs Sakurai, Tetsuya; Funamura, Yasunori; Ye, Xiucai; Imakura, Akira
International Congress on Industrial and Applied Mathematics (ICIAM2019) 2019年7月15日
16. 最小二乗確率的分類器を用いた多峰性のあるデータに対する特異点検出与田裕之; 今倉暁; 松田萌望; 叶, 秀彩; 櫻井鉄也
第48回数値解析シンポジウム（NAS2019） 2019年6月10日
17. Ensemble Feature Learning to Identify Risk Factors for Predicting Secondary Cancer Ye, Xiucai; Li, Hongmin; Sakurai, Tetsuya; Shueng, Pei-Wei
International Conference on Medical and Health Informatics (ICMHI2019) 2019年5月17日
18. Spectral Clustering with Adaptive Similarity Measure in Kernel Space Ye, Xiucai; Sakurai, Tetsuya
International Conference on Soft Computing and Machine Learning (SCML2019) 2019年4月26日招待有り
19. Spectral Anomaly Detection in Large Graphs Using a Complex Moment-based Eigenvalue Solver Futamura, Yasunori; Ye, Xiucai; Imakura, Akira; Sakurai, Tetsuya
2019 International Workshop on Cyber-Physical Systems and Cyber-Resilience 2019年3月20日
20. 複素モーメント型部分空間を用いた教師あり次元削減法の提案今倉, 暁; 松田萌望; 叶, 秀彩; 櫻井鉄也
日本応用数理学会第15回研究部会連合発表会 2019年3月4日

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1. 特願2019-104396: 特徴量選択支援装置、特徴量選択支援プログラム及び特徴量選択支援方法
今倉, 暁; 叶, 秀彩; 櫻井, 鉄也

叶秀彩

Ye, Xiucai

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