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Unsupervised Deep Anomaly Detection for Multi-Sensor Time-Series Signals 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 2, 页码: 2118-2132
作者:  Zhang, Yuxin;  Chen, Yiqiang;  Wang, Jindong;  Pan, Zhiwen
收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12
Anomaly detection  Predictive models  Data models  Autoregressive processes  Image reconstruction  Forecasting  Computational modeling  Unsupervised anomaly detection  multi-sensor time series  convolutional autoencoder  attention based BiLSTM  
Predicting Human Mobility With Semantic Motivation via Multi-Task Attentional Recurrent Networks 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 34, 期号: 5, 页码: 2360-2374
作者:  Feng, Jie;  Li, Yong;  Yang, Zeyu;  Qiu, Qiang;  Jin, Depeng
收藏  |  浏览/下载：25/0  |  提交时间：2022/12/07
Trajectory  Semantics  Predictive models  Task analysis  Recurrent neural networks  Adaptation models  Context modeling  Neural network  attention  human mobility  
Exploiting Interpretable Patterns for Flow Prediction in Dockless Bike Sharing Systems 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 34, 期号: 2, 页码: 640-652
作者:  Gu, Jingjing;  Zhou, Qiang;  Yang, Jingyuan;  Liu, Yanchi;  Zhuang, Fuzhen;  Zhao, Yanchao;  Xiong, Hui
收藏  |  浏览/下载：22/0  |  提交时间：2022/12/07
Sparse matrices  Urban areas  Satellite broadcasting  Redundancy  Predictive models  Data models  Matrix converters  Dockless bike sharing system  pattern exploitation  interpretable base matrices  flow prediction  
Follow the Title Then Read the Article: Click-Guide Network for Dwell Time Prediction 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 7, 页码: 2903-2913
作者:  Chen, Jingwu;  Zhuang, Fuzhen;  Wang, Tianxin;  Lin, Leyu;  Xia, Feng;  Du, Lihuan;  He, Qing
收藏  |  浏览/下载：42/0  |  提交时间：2021/12/01
Task analysis  Predictive models  Lifting equipment  Mobile applications  Collaboration  User experience  Article recommendation  dwell time prediction  click-guide network  
Unlocking Author Power: On the Exploitation of Auxiliary Author-Retweeter Relations for Predicting Key Retweeters 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2020, 卷号: 32, 期号: 3, 页码: 547-559
作者:  Wu, Bo;  Cheng, Wen-Huang;  Zhang, Yongdong;  Cao, Juan;  Li, Jintao;  Mei, Tao
收藏  |  浏览/下载：53/0  |  提交时间：2020/12/10
Social network services  Predictive models  Prediction algorithms  Computers  Technological innovation  Information processing  Task analysis  Microblogging  key retweeter prediction  information propagation  user behavior  
Learning contextual dependency network models for link-based classification 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2006, 卷号: 18, 期号: 11, 页码: 1482-1496
作者:  Tian, Yonghong;  Yang, Qiang;  Huang, Tiejun;  Ling, Charles X.;  Gao, Wen
收藏  |  浏览/下载：35/0  |  提交时间：2019/12/16
data dependencies  hypertext/hypermedia  machine learning  link-based classification  link context  contextual dependency networks  Gibbs inference