Event detection in activity networks. - Polina Rozenshtein; Aris Anagnostopoulos; Aristides Gionis; Nikolaj Tatti (KDD, 2014)

Discovering Dynamic Communities in Interaction Networks. - Polina Rozenshtein; Nikolaj Tatti; Aristides Gionis (ECML/PKDD (2), 2014)

Reconstructing an Epidemic Over Time. - Polina Rozenshtein; Aristides Gionis; B. Aditya Prakash; Jilles Vreeken (KDD, 2016)

Temporal PageRank. - Polina Rozenshtein; Aristides Gionis (ECML/PKDD (2), 2016)

Discovering Topically- and Temporally-Coherent Events in Interaction Networks. - Han Xiao 009; Polina Rozenshtein; Aristides Gionis (ECML/PKDD (2), 2016)

Inferring the Strength of Social Ties: A Community-Driven Approach. - Polina Rozenshtein; Nikolaj Tatti; Aristides Gionis (KDD, 2017)

Community-aware network sparsification. - Aristides Gionis; Polina Rozenshtein; Nikolaj Tatti; Evimaria Terzi (SDM, 2017)

Finding Dynamic Dense Subgraphs. - Polina Rozenshtein; Nikolaj Tatti; Aristides Gionis (ACM Trans. Knowl. Discov. Data, 2017)

Reconstructing a cascade from temporal observations. - Han Xiao 009; Polina Rozenshtein; Nikolaj Tatti; Aristides Gionis (SDM, 2018)

From acquaintance to best friend forever: robust and fine-grained inference of social tie strengths. - Florian Adriaens; Tijl De Bie; Aristides Gionis; Jefrey Lijffijt; Polina Rozenshtein (CoRR, 2018)

Methods for analyzing temporal networks. - Polina Rozenshtein (2018)

ExCoDE: a Tool for Discovering and Visualizing Regions of Correlation in Dynamic Networks. - Giulia Preti; Polina Rozenshtein; Aristides Gionis; Yannis Velegrakis (ICDM Workshops, 2019)

Mining Temporal Networks. - Polina Rozenshtein; Aristides Gionis (KDD, 2019)

The Role of In-Group Bias and Balanced Data: A Comparison of Human and Machine Recidivism Risk Predictions. - Arpita Biswas; Marta Kolczynska; Saana Rantanen; Polina Rozenshtein (COMPASS, 2020)

ESTeR: Combining Word Co-occurrences and Word Associations for Unsupervised Emotion Detection. - Sujatha Das Gollapalli; Polina Rozenshtein; See-Kiong Ng (EMNLP (Findings), 2020)

Mining Dense Subgraphs with Similar Edges. - Polina Rozenshtein; Giulia Preti; Aristides Gionis; Yannis Velegrakis (ECML/PKDD (3), 2020)

Relaxing the strong triadic closure problem for edge strength inference. - Florian Adriaens; Tijl De Bie; Aristides Gionis; Jefrey Lijffijt; Antonis Matakos; Polina Rozenshtein (Data Min. Knowl. Discov., 2020)

Finding events in temporal networks: segmentation meets densest subgraph discovery. - Polina Rozenshtein; Francesco Bonchi; Aristides Gionis; Mauro Sozio; Nikolaj Tatti (Knowl. Inf. Syst., 2020)

I Wish I Would Have Loved This One, But I Didn't - A Multilingual Dataset for Counterfactual Detection in Product Review. - James O'Neill; Polina Rozenshtein; Ryuichi Kiryo; Motoko Kubota; Danushka Bollegala (EMNLP (1), 2021)

Discovering Dense Correlated Subgraphs in Dynamic Networks. - Giulia Preti; Polina Rozenshtein; Aristides Gionis; Yannis Velegrakis (PAKDD (1), 2021)

I Wish I Would Have Loved This One, But I Didn't - A Multilingual Dataset for Counterfactual Detection in Product Reviews. - James O'Neill; Polina Rozenshtein; Ryuichi Kiryo; Motoko Kubota; Danushka Bollegala (CoRR, 2021)

The network-untangling problem: from interactions to activity timelines. - Polina Rozenshtein; Nikolaj Tatti; Aristides Gionis (Data Min. Knowl. Discov., 2021)