The long and the short of it: summarising event sequences with serial episodes N Tatti, J Vreeken Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012 | 153 | 2012 |
Tell me what i need to know: succinctly summarizing data with itemsets M Mampaey, N Tatti, J Vreeken Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011 | 135 | 2011 |
Event detection in activity networks P Rozenshtein, A Anagnostopoulos, A Gionis, N Tatti Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014 | 134 | 2014 |
Tell me something I don't know: randomization strategies for iterative data mining S Hanhijärvi, M Ojala, N Vuokko, K Puolamäki, N Tatti, H Mannila Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009 | 91 | 2009 |
Balancing information exposure in social networks K Garimella, A Gionis, N Parotsidis, N Tatti Advances in neural information processing systems 30, 2017 | 90 | 2017 |
Mining closed strict episodes N Tatti, B Cule Data Mining and Knowledge Discovery 25, 34-66, 2012 | 89 | 2012 |
Density-friendly graph decomposition N Tatti, A Gionis Proceedings of the 24th International Conference on World Wide Web, 1089-1099, 2015 | 84 | 2015 |
Summarizing data succinctly with the most informative itemsets M Mampaey, J Vreeken, N Tatti ACM Transactions on Knowledge Discovery from Data (TKDD) 6 (4), 1-42, 2012 | 80 | 2012 |
Overlapping community detection in labeled graphs E Galbrun, A Gionis, N Tatti Data Mining and Knowledge Discovery 28, 1586-1610, 2014 | 74 | 2014 |
Maximum entropy based significance of itemsets N Tatti Knowledge and Information Systems 17, 57-77, 2008 | 71 | 2008 |
Mining closed episodes with simultaneous events N Tatti, B Cule Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011 | 61 | 2011 |
Top-k overlapping densest subgraphs E Galbrun, A Gionis, N Tatti Data Mining and Knowledge Discovery 30, 1134-1165, 2016 | 60 | 2016 |
What is the dimension of your binary data? N Tatti, T Mielikainen, A Gionis, H Mannila Sixth International Conference on Data Mining (ICDM'06), 603-612, 2006 | 56 | 2006 |
Interesting patterns J Vreeken, N Tatti Frequent pattern mining, 105-134, 2014 | 53 | 2014 |
Skopus: Mining top-k sequential patterns under leverage F Petitjean, T Li, N Tatti, GI Webb Data Mining and Knowledge Discovery 30, 1086-1111, 2016 | 50 | 2016 |
Finding good itemsets by packing data N Tatti, J Vreeken 2008 Eighth IEEE International Conference on Data Mining, 588-597, 2008 | 48 | 2008 |
Mining connection pathways for marked nodes in large graphs L Akoglu, DH Chau, J Vreeken, N Tatti, H Tong, C Faloutsos Proceedings of the 2013 SIAM International Conference on Data Mining, 37-45, 2013 | 47 | 2013 |
Finding events in temporal networks: segmentation meets densest subgraph discovery P Rozenshtein, F Bonchi, A Gionis, M Sozio, N Tatti Knowledge and Information Systems 62 (4), 1611-1639, 2020 | 43 | 2020 |
Discovering dynamic communities in interaction networks P Rozenshtein, N Tatti, A Gionis Machine Learning and Knowledge Discovery in Databases: European Conference …, 2014 | 41 | 2014 |
Significance of episodes based on minimal windows N Tatti 2009 Ninth IEEE International Conference on Data Mining, 513-522, 2009 | 40 | 2009 |