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2020 – today
- 2021
[j4]Polina Rozenshtein
, Nikolaj Tatti, Aristides Gionis:
The network-untangling problem: from interactions to activity timelines. Data Min. Knowl. Discov. 35(1): 213-247 (2021)- [c17]James O'Neill, Polina Rozenshtein, Ryuichi Kiryo, Motoko Kubota, Danushka Bollegala:
I Wish I Would Have Loved This One, But I Didn't - A Multilingual Dataset for Counterfactual Detection in Product Review. EMNLP (1) 2021: 7092-7108 - [c16]Giulia Preti, Polina Rozenshtein, Aristides Gionis, Yannis Velegrakis:
Discovering Dense Correlated Subgraphs in Dynamic Networks. PAKDD (1) 2021: 395-407 - [i9]Giulia Preti, Polina Rozenshtein, Aristides Gionis, Yannis Velegrakis:
Discovering Dense Correlated Subgraphs in Dynamic Networks. CoRR abs/2103.00451 (2021) - [i8]James O'Neill, Polina Rozenshtein, Ryuichi Kiryo, Motoko Kubota, Danushka Bollegala:
I Wish I Would Have Loved This One, But I Didn't - A Multilingual Dataset for Counterfactual Detection in Product Reviews. CoRR abs/2104.06893 (2021) - 2020
- [j3]Florian Adriaens, Tijl De Bie, Aristides Gionis, Jefrey Lijffijt, Antonis Matakos, Polina Rozenshtein:
Relaxing the strong triadic closure problem for edge strength inference. Data Min. Knowl. Discov. 34(3): 611-651 (2020) - [j2]Polina Rozenshtein, Francesco Bonchi, Aristides Gionis, Mauro Sozio, Nikolaj Tatti:
Finding events in temporal networks: segmentation meets densest subgraph discovery. Knowl. Inf. Syst. 62(4): 1611-1639 (2020) - [c15]Arpita Biswas, Marta Kolczynska, Saana Rantanen, Polina Rozenshtein:
The Role of In-Group Bias and Balanced Data: A Comparison of Human and Machine Recidivism Risk Predictions. COMPASS 2020: 97-104 - [c14]Sujatha Das Gollapalli, Polina Rozenshtein, See-Kiong Ng:
ESTeR: Combining Word Co-occurrences and Word Associations for Unsupervised Emotion Detection. EMNLP (Findings) 2020: 1043-1056 - [c13]Polina Rozenshtein, Giulia Preti, Aristides Gionis, Yannis Velegrakis:
Mining Dense Subgraphs with Similar Edges. ECML/PKDD (3) 2020: 20-36 - [i7]Polina Rozenshtein, Giulia Preti, Aristides Gionis, Yannis Velegrakis:
Mining Dense Subgraphs with Similar Edges. CoRR abs/2007.03950 (2020)
2010 – 2019
- 2019
- [c12]Giulia Preti, Polina Rozenshtein, Aristides Gionis, Yannis Velegrakis:
ExCoDE: a Tool for Discovering and Visualizing Regions of Correlation in Dynamic Networks. ICDM Workshops 2019: 1114-1117 - [c11]Polina Rozenshtein, Aristides Gionis:
Mining Temporal Networks. KDD 2019: 3225-3226 - [i6]Polina Rozenshtein, Nikolaj Tatti, Aristides Gionis:
Inferring the strength of social ties: a community-driven approach. CoRR abs/1902.01832 (2019) - 2018
- [b1]Polina Rozenshtein:
Methods for analyzing temporal networks. Aalto University, Helsinki, Finland, 2018 - [c10]Polina Rozenshtein, Francesco Bonchi, Aristides Gionis, Mauro Sozio, Nikolaj Tatti:
Finding Events in Temporal Networks: Segmentation Meets Densest-Subgraph Discovery. ICDM 2018: 397-406 - [c9]Han Xiao, Polina Rozenshtein, Nikolaj Tatti, Aristides Gionis:
Reconstructing a cascade from temporal observations. SDM 2018: 666-674 - [i5]Han Xiao, Polina Rozenshtein, Nikolaj Tatti, Aristides Gionis:
Reconstructing a cascade from temporal observations. CoRR abs/1801.08586 (2018) - [i4]Florian Adriaens, Tijl De Bie, Aristides Gionis, Jefrey Lijffijt, Polina Rozenshtein:
From acquaintance to best friend forever: robust and fine-grained inference of social tie strengths. CoRR abs/1802.03549 (2018) - [i3]Polina Rozenshtein, Francesco Bonchi, Aristides Gionis, Mauro Sozio, Nikolaj Tatti:
Finding events in temporal networks: Segmentation meets densest-subgraph discovery. CoRR abs/1808.09317 (2018) - 2017
- [j1]Polina Rozenshtein, Nikolaj Tatti, Aristides Gionis:
Finding Dynamic Dense Subgraphs. ACM Trans. Knowl. Discov. Data 11(3): 27:1-27:30 (2017) - [c8]Polina Rozenshtein, Nikolaj Tatti, Aristides Gionis:
Inferring the Strength of Social Ties: A Community-Driven Approach. KDD 2017: 1017-1025 - [c7]Polina Rozenshtein, Nikolaj Tatti, Aristides Gionis:
The Network-Untangling Problem: From Interactions to Activity Timelines. ECML/PKDD (1) 2017: 701-716 - [c6]Aristides Gionis, Polina Rozenshtein, Nikolaj Tatti, Evimaria Terzi:
Community-aware network sparsification. SDM 2017: 426-434 - [i2]Aristides Gionis, Polina Rozenshtein, Nikolaj Tatti, Evimaria Terzi:
Community-aware network sparsification. CoRR abs/1701.07221 (2017) - 2016
- [c5]Polina Rozenshtein, Aristides Gionis, B. Aditya Prakash, Jilles Vreeken:
Reconstructing an Epidemic Over Time. KDD 2016: 1835-1844 - [c4]Polina Rozenshtein, Aristides Gionis:
Temporal PageRank. ECML/PKDD (2) 2016: 674-689 - [c3]Han Xiao, Polina Rozenshtein, Aristides Gionis:
Discovering Topically- and Temporally-Coherent Events in Interaction Networks. ECML/PKDD (2) 2016: 690-705 - [i1]Han Xiao, Polina Rozenshtein, Aristides Gionis:
Discovering topically- and temporally-coherent events in interaction networks. CoRR abs/1606.09446 (2016) - 2014
- [c2]Polina Rozenshtein, Aris Anagnostopoulos, Aristides Gionis, Nikolaj Tatti:
Event detection in activity networks. KDD 2014: 1176-1185 - [c1]Polina Rozenshtein, Nikolaj Tatti, Aristides Gionis:
Discovering Dynamic Communities in Interaction Networks. ECML/PKDD (2) 2014: 678-693
Coauthor Index
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