Mining large graphs: Algorithms, inference, and discoveries
- U. Kang, Duen Horng Chau, Christos Faloutsos
- 2011 IEEE 27th International Conference on Data…
- 2011
1 Excerpt
Abstract
If several friends of Smith have committed petty thefts, what would you say about Smith? Most people would not be surprised if Smith is a hardened criminal. Guilt-by-association methods combine weak signals to derive stronger ones, and have been extensively used for anomaly detection and classification in numerous settings (e.g., accounting fraud, cyber… (More)