Nikolaj Tatti
Nikolaj Tatti
Verified email at helsinki.fi - Homepage
Title
Cited by
Cited by
Year
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
1332011
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
1212012
Event detection in activity networks
P Rozenshtein, A Anagnostopoulos, A Gionis, N Tatti
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
1072014
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
862009
Mining closed strict episodes
N Tatti, B Cule
Data Mining and Knowledge Discovery 25 (1), 34-66, 2012
762012
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
652012
Maximum entropy based significance of itemsets
N Tatti
Knowledge and Information Systems 17 (1), 57-77, 2008
642008
Overlapping community detection in labeled graphs
E Galbrun, A Gionis, N Tatti
Data Mining and Knowledge Discovery 28 (5), 1586-1610, 2014
592014
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
512006
Density-friendly graph decomposition
N Tatti, A Gionis
Proceedings of the 24th International Conference on World Wide Web, 1089-1099, 2015
492015
Mining closed episodes with simultaneous events
N Tatti, B Cule
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
472011
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
422013
Finding good itemsets by packing data
N Tatti, J Vreeken
2008 Eighth IEEE International Conference on Data Mining, 588-597, 2008
382008
Balancing information exposure in social networks
K Garimella, A Gionis, N Parotsidis, N Tatti
arXiv preprint arXiv:1709.01491, 2017
362017
Using background knowledge to rank itemsets
N Tatti, M Mampaey
Data Mining and Knowledge Discovery 21 (2), 293-309, 2010
352010
Interesting patterns
J Vreeken, N Tatti
Frequent pattern mining, 105-134, 2014
342014
Significance of episodes based on minimal windows
N Tatti
2009 Ninth IEEE International Conference on Data Mining, 513-522, 2009
332009
Distances between Data Sets Based on Summary Statistics.
N Tatti
Journal of Machine Learning Research 8 (1), 2007
312007
Skopus: Mining top-k sequential patterns under leverage
F Petitjean, T Li, N Tatti, GI Webb
Data Mining and Knowledge Discovery 30 (5), 1086-1111, 2016
292016
Top-k overlapping densest subgraphs
E Galbrun, A Gionis, N Tatti
Data Mining and Knowledge Discovery 30 (5), 1134-1165, 2016
292016
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