THGNN: An Embedding-based Model for Anomaly Detection in Dynamic Heterogeneous Social Networks

Author:

Li Yilin1ORCID,Zhu Jiaqi1ORCID,Zhang Congcong1ORCID,Yang Yi2ORCID,Zhang Jiawen3ORCID,Qiao Ying2ORCID,Wang Hongan2ORCID

Affiliation:

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

2. Institute of Software, Chinese Academy of Sciences, Beijing, China

3. The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China

Funder

CAS Project for Young Scientists in Basic Research

Strategic Priority Research Program of Chinese Academy of Sciences

Publisher

ACM

Reference61 articles.

1. Charu C. Aggarwal , Yuchen Zhao , and Philip S. Yu . 2011. Outlier Detection in Graph Streams . In Proceedings of the 27th IEEE International Conference on Data Engineering (ICDE). 399--409 . Charu C. Aggarwal, Yuchen Zhao, and Philip S. Yu. 2011. Outlier Detection in Graph Streams. In Proceedings of the 27th IEEE International Conference on Data Engineering (ICDE). 399--409.

2. oddball: Spotting Anomalies in Weighted Graphs

3. Graph based anomaly detection and description: a survey

4. Claudio D. T. Barros , Matheus R. F. Mendoncc a , Alex B. Vieira, and Artur Ziviani. 2023 . A Survey on Embedding Dynamic Graphs. Comput. Surveys , Vol. 55 , 2 (2023), 10:1--10:37. Claudio D. T. Barros, Matheus R. F. Mendoncc a, Alex B. Vieira, and Artur Ziviani. 2023. A Survey on Embedding Dynamic Graphs. Comput. Surveys, Vol. 55, 2 (2023), 10:1--10:37.

5. Patient Subtyping via Time-Aware LSTM Networks

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