Barbora Micenková

On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study

Guilherme O. Campos, Arthur Zimek, Jörg Sander et al. · Data Mining and Knowledge Discovery · 2016 · 714 citations · Full text

Anomaly Detection, Empirical Study, Data Science +10

Clustering attributed graphs: Models, measures and methods

Cécile Bothorel, Juan David Cruz Gomez, Matteo Magnani et al. · Network Science · 2015 · 236 citations · Full text

Cluster Computing, Engineering, Community Mining +16

Combinatorial Analysis of Multiple Networks

Matteo Magnani, Barbora Micenková, Luca Rossi · arXiv (Cornell University) · 2013 · 146 citations · Full text

Engineering, Combinatorial Analysis, Interaction Network +17

Explaining Outliers by Subspace Separability

Barbora Micenková, Raymond T. Ng, Xuan-Hong Dang et al. · 2013 · 102 citations

Fraud Detection, Anomaly Detection, Engineering +19

Learning Outlier Ensembles: The Best of Both Worlds - Supervised and Unsupervised

Barbora Micenková, Brian McWilliams, Ira Assent · 2014 · 43 citations