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Calibrated One-class Classification for Unsupervised Time Series Anomaly Detection


Jul 25, 2022
Hongzuo Xu, Yijie Wang, Songlei Jian, Qing Liao, Yongjun Wang, Guansong Pang

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* 13 pages, 10 figures 

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Deep Isolation Forest for Anomaly Detection


Jun 14, 2022
Hongzuo Xu, Guansong Pang, Yijie Wang, Yongjun Wang

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* submission of KDD 2022, 12 pages, 7 figures; the source code is released at https://github.com/xuhongzuo/deep-iforest 

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DRAM Failure Prediction in AIOps: Empirical Evaluation, Challenges and Opportunities


May 04, 2021
Zhiyue Wu, Hongzuo Xu, Guansong Pang, Fengyuan Yu, Yijie Wang, Songlei Jian, Yongjun Wang

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* 11 pages 

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DRAM Failure Prediction in AIOps: EmpiricalEvaluation, Challenges and Opportunities


Apr 30, 2021
Zhiyue Wu, Hongzuo Xu, Guansong Pang, Fengyuan Yu, Yijie Wang, Songlei Jian, Yongjun Wang

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Hierarchical Adaptive Pooling by Capturing High-order Dependency for Graph Representation Learning


Apr 13, 2021
Ning Liu, Songlei Jian, Dongsheng Li, Yiming Zhang, Zhiquan Lai, Hongzuo Xu

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