Polina Rozenshtein

According to our database, Polina Rozenshtein authored at least 22 papers between 2014 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

The network-untangling problem: from interactions to activity timelines.

Polina Rozenshtein, Nikolaj Tatti, Aristides Gionis

Data Min. Knowl. Discov., 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

Discovering Dense Correlated Subgraphs in Dynamic Networks.

Giulia Preti, Polina Rozenshtein, Aristides Gionis, Yannis Velegrakis

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

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

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

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

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

Mining Dense Subgraphs with Similar Edges.

Polina Rozenshtein, Giulia Preti, Aristides Gionis, Yannis Velegrakis

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

ESTeR: Combining Word Co-occurrences and Word Associations for Unsupervised Emotion Detection.

Sujatha Das Gollapalli, Polina Rozenshtein, See-Kiong Ng

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

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

Proceedings of the 3rd ACM SIGCAS Conference on Computing and Sustainable Societies, 2020

2019

Mining Temporal Networks.

Polina Rozenshtein, Aristides Gionis

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

ExCoDE: a Tool for Discovering and Visualizing Regions of Correlation in Dynamic Networks.

Giulia Preti, Polina Rozenshtein, Aristides Gionis, Yannis Velegrakis

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

2018

Methods for analyzing temporal networks.

Polina Rozenshtein

PhD thesis, 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

Reconstructing a cascade from temporal observations.

Han Xiao, Polina Rozenshtein, Nikolaj Tatti, Aristides Gionis

Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

2017

Finding Dynamic Dense Subgraphs.

Polina Rozenshtein, Nikolaj Tatti, Aristides Gionis

ACM Trans. Knowl. Discov. Data, 2017

Community-aware network sparsification.

Aristides Gionis, Polina Rozenshtein, Nikolaj Tatti, Evimaria Terzi

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Inferring the Strength of Social Ties: A Community-Driven Approach.

Polina Rozenshtein, Nikolaj Tatti, Aristides Gionis

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

2016

Discovering Topically- and Temporally-Coherent Events in Interaction Networks.

Han Xiao, Polina Rozenshtein, Aristides Gionis

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Temporal PageRank.

Polina Rozenshtein, Aristides Gionis

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Reconstructing an Epidemic Over Time.

Polina Rozenshtein, Aristides Gionis, B. Aditya Prakash, Jilles Vreeken

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

2014

Discovering Dynamic Communities in Interaction Networks.

Polina Rozenshtein, Nikolaj Tatti, Aristides Gionis

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Event detection in activity networks.

Polina Rozenshtein, Aris Anagnostopoulos, Aristides Gionis, Nikolaj Tatti

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014