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Interactive Anomaly Detection in Dynamic Communication Networks 期刊论文
IEEE-ACM TRANSACTIONS ON NETWORKING, 2021, 卷号: 29, 期号: 6, 页码: 2602-2615
作者:  Meng, Xuying;  Wang, Yequan;  Wang, Suhang;  Yao, Di;  Zhang, Yujun
收藏  |  浏览/下载:25/0  |  提交时间:2022/06/21
Anomaly detection  Communication networks  Feature extraction  Estimation  Adaptation models  Internet  Task analysis  Anomaly detection  interactive learning  dynamic networks  communication networks  semi-parametric bandits  
Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 11, 页码: 4094-4110
作者:  Yang, Zhiyong;  Xu, Qianqian;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载:48/0  |  提交时间:2021/12/01
Task analysis  Convergence  Predictive models  Diseases  Collaborative work  Optimization  Training  Block diagonal structural learning  negative transfer  multi-task learning  global convergence  
Prediction and analysis of multiple protein lysine modified sites based on conditional wasserstein generative adversarial networks 期刊论文
BMC BIOINFORMATICS, 2021, 卷号: 22, 期号: 1, 页码: 17
作者:  Yang, Yingxi;  Wang, Hui;  Li, Wen;  Wang, Xiaobo;  Wei, Shizhao;  Liu, Yulong;  Xu, Yan
收藏  |  浏览/下载:38/0  |  提交时间:2021/12/01
Post-translational modification  Deep learning  Generative adversarial networks  Random forest  
FangNet: Mining herb hidden knowledge from TCM clinical effective formulas using structure network algorithm 期刊论文
COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL, 2021, 卷号: 19, 页码: 62-71
作者:  Bu, Dechao;  Xia, Yan;  Zhang, JiaYuan;  Cao, Wanchen;  Huo, Peipei;  Wang, Zhihao;  He, Zihao;  Ding, Linyi;  Wu, Yang;  Zhang, Shan;  Gao, Kai;  Yu, He;  Liu, Tiegang;  Ding, Xia;  Gu, Xiaohong;  Zhao, Yi
收藏  |  浏览/下载:38/0  |  提交时间:2021/12/01
Formulas  Herb  Symptom  TCM  
DeepOmix: A scalable and interpretable multi-omics deep learning framework and application in cancer survival analysis 期刊论文
COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL, 2021, 卷号: 19, 页码: 2719-2725
作者:  Zhao, Lianhe;  Dong, Qiongye;  Luo, Chunlong;  Wu, Yang;  Bu, Dechao;  Qi, Xiaoning;  Luo, Yufan;  Zhao, Yi
收藏  |  浏览/下载:44/0  |  提交时间:2021/12/01
Multi-omics  Deep learning  Survival analysis  Prognosis prediction  Interpretable model