Publications by Leman Akoglu

Benefitter: Cost-aware Early Prediction on Multi-variate Time Series
2020

Akoglu L, Shekha S, Eswaran D, Hooi B, Elmer J, Faloutsos C

Detecting Anomalies in Labeled Multi-Graph Databases: A Motif-based Approach

Akoglu L, Hung N, Pierre JL

MetaOD: Automating Outlier Detection via Meta-Learning

Akoglu L, Zhao Y, Rossi R

• Proceedings of the International AAAI Conference on Web and Social Media • 7(1):2-11
Akoglu L, Chandy R, Faloutsos C

• Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society • 7:384-395
Ding X, Xi R, Akoglu L

Pattern Recognition and Anomaly Detection in Bookkeeping Data

Liang PJ, Wang A, Akoglu L, Faloutsos C

• Proceedings of the International AAAI Conference on Web and Social Media • 8(1):2-11
Akoglu L

SUOD: Accelerating Large-scale Unsupervised Heterogeneous Outlier Detection

Akoglu L, Zhao Y, Hu X, Cheng C, Wang C, Wan C, Wang W, Yang J, Bai H, Li Z, Xiao C, Wang Y, Qiao Z, Sun J

• Proceedings of the International AAAI Conference on Web and Social Media • 10(1):743-746
Ye J, Kumar S, Akoglu L

TG-sum: Summarizing Directed Multi-Type Multi-Graphs

Akoglu L, Berberidis D, J. Liang P