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Joint Household Characteristic Prediction via Smart Meter Data 期刊论文
IEEE Transactions on Smart Grid, 2019, 卷号: 10, 期号: 2, 页码: 1834-1844
Authors:  Sun G(孙干);  Cong Y(丛杨);  Hou DD(侯冬冬);  Fan HJ(范慧杰);  Xu XW(徐晓伟);  Yu HB(于海斌)
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Household Characteristics  Multi-task Learning  Classification Problem  Gaussian Process  Smart Meter Data  
Anomaly detection via adaptive greedy model 期刊论文
Neurocomputing, 2019, 卷号: 330, 页码: 369-379
Authors:  Hou DD(侯冬冬);  Cong Y(丛杨);  Sun G(孙干);  Liu J(刘霁);  Xu XW(徐晓伟)
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Anomaly detection  Dictionary selection  Forward–backward greedy algorithm  ℓ0 norm  ℓ2,0 norm  
Lifelong Metric Learning 期刊论文
IEEE Transactions on Cybernetics, 2019, 卷号: 49, 期号: 8, 页码: 3168-3179
Authors:  Sun G(孙干);  Cong Y(丛杨);  Liu J(刘霁);  Liu LQ(刘连庆);  Xu XW(徐晓伟);  Yu HB(于海斌)
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Lifelong Learning  Metric Learning  Multi-task Learning  Low-rank Subspace  
Online Low-Rank Metric Learning via Parallel Coordinate Descent Method 会议论文
2018 24th International Conference on Pattern Recognition (ICPR), Beijing, China, August 20-24, 2018
Authors:  Sun G(孙干);  Cong Y(丛杨);  Wang Q(王强);  Xu XW(徐晓伟)
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Active Lifelong Learning with “Watchdog” 会议论文
32nd AAAI Conference on Artificial Intelligence (AAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018
Authors:  Sun G(孙干);  Cong Y(丛杨);  Xu XW(徐晓伟)
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Clustered Lifelong Learning via Representative Task Selection 会议论文
2018 IEEE International Conference on Big Knowledge (ICBK), Singapore, November 17-18, 2018
Authors:  Sun G(孙干);  Cong Y(丛杨);  Kong, Yu;  Xu XW(徐晓伟)
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Lifelong Learning  Clustering Analysis  Multi-task Learning  Transfer Learning  
Shuffle based Anomaly Detection in Multi-state System 会议论文
2017 IEEE 7th Annual International Conference on CYBER Technology in Automation, Control, and Intelligent Systems, CYBER 2017, Hawaii, USA, July 31 - August 4, 2017
Authors:  Hou DD(侯冬冬);  Cong Y(丛杨);  Sun G(孙干);  Xu XW(徐晓伟)
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Anomaly Detection  Multi-state System  Step Changes  Shuffle