Akoglu, Leman

Graph based anomaly detection and description: a survey

Akoglu, L., Tong, H., & Koutra, D. (2015) · Data Mining and Knowledge Discovery

Anomaly Detection Techniques and ApplicationsAdvanced Graph Neural Networks

Cited by 1,504

Collective Opinion Spam Detection: Bridging Review Networks and Metadata

Rayana, S., & Akoglu, L. (2015) · Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining

Spam and Phishing DetectionMisinformation and Its Impacts

Cited by 604

It's who you know: graph mining using recursive structural features

Henderson, K., Gallagher, B., Li, L., Akoglu, L., Eliassi-Rad, T., Tong, H., & Faloutsos, C. (2011) · Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining

Advanced Graph Neural NetworksComplex Network Analysis Techniques

Cited by 223

Gotcha! Network-based fraud detection for social security fraud

Van Vlasselaer, V., Eliassi-Rad, T., Akoglu, L., Snoeck, M., & Baesens, B. (2017) · Management Science

Complex Network Analysis TechniquesBenford’s Law and Fraud Detection

Cited by 164

Discovering Opinion Spammer Groups by Network Footprints

Ye, J., & Akoglu, L. (2015) · Proceedings of the 2015 ACM on Conference on Online Social Networks

Spam and Phishing DetectionComplex Network Analysis Techniques

Cited by 84