MonLAD

Author:

Sun Xiaobing1,Feng Wenjie2,Liu Shenghua1,Xie Yuyang3,Bhatia Siddharth4,Hooi Bryan4,Wang Wenhan5,Cheng Xueqi1

Affiliation:

1. Institute of Computing Technology, Chinese Academy of Sciences & University of Chinese Academy of Sciences, Beijing, China

2. Institute of Data Science, National University of Singapore, Singapore, Singapore

3. Tsinghua University, Beijing, China

4. National University of Singapore, Singapore, Singapore

5. Tencent Technology Co. Ltd, Shenzhen, China

Funder

the Strategic Priority Research Program of the Chinese Academy of Sciences

2020 Tencent Wechat Rhino-Bird Focused Research Program

the National Science Foundation of China

Publisher

ACM

Reference44 articles.

1. Charu C Aggarwal Yuchen Zhao and S Yu Philip. 2011. Outlier detection in graph streams. In ICDE . Charu C Aggarwal Yuchen Zhao and S Yu Philip. 2011. Outlier detection in graph streams. In ICDE .

2. August A Balkema and Laurens De Haan . 1974. Residual life time at great age. The Annals of probability ( 1974 ). August A Balkema and Laurens De Haan. 1974. Residual life time at great age. The Annals of probability (1974).

3. Siddharth Bhatia , Bryan Hooi , Minji Yoon , Kijung Shin , and C. Faloutsos . 2020 . MIDAS: Microcluster-Based Detector of Anomalies in Edge Streams. AAAI (2020). Siddharth Bhatia, Bryan Hooi, Minji Yoon, Kijung Shin, and C. Faloutsos. 2020. MIDAS: Microcluster-Based Detector of Anomalies in Edge Streams. AAAI (2020).

4. Outlier detection using isolation forest and local outlier factor

5. Stuart Coles , Joanna Bawa , Lesley Trenner , and Pat Dorazio . 2001. An introduction to statistical modeling of extreme values . Vol. 208 . Springer . Stuart Coles, Joanna Bawa, Lesley Trenner, and Pat Dorazio. 2001. An introduction to statistical modeling of extreme values. Vol. 208. Springer.

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