Fast discovery of association rules R Agrawal, H Mannila, R Srikant, H Toivonen, AI Verkamo Advances in knowledge discovery and data mining, 307-328, 1996 | 3985 | 1996 |
Discovery of frequent episodes in event sequences H Mannila, H Toivonen, A Inkeri Verkamo Data mining and knowledge discovery 1, 259-289, 1997 | 3312 | 1997 |
Sampling large databases for association rules H Toivonen Vldb 96, 134-145, 1996 | 2054 | 1996 |
Efficient Algorithms for Discovering Association Rules H Mannila, H Toivonen, AI Verkamo KDD-94: AAAI workshop on Knowledge Discovery in Databases, 1994 | 1282 | 1994 |
Finding interesting rules from large sets of discovered association rules M Klemettinen, H Mannila, P Ronkainen, H Toivonen, AI Verkamo Proceedings of the third international conference on Information and …, 1994 | 1178 | 1994 |
ProbLog: A probabilistic Prolog and its application in link discovery L De Raedt, A Kimmig, H Toivonen IJCAI'07 Proceedings of the 20th international joint conference on Artifical …, 2007 | 1065 | 2007 |
Levelwise search and borders of theories in knowledge discovery H Mannila, H Toivonen Data mining and knowledge discovery 1 (3), 241-258, 1997 | 1024 | 1997 |
TANE: An efficient algorithm for discovering functional and approximate dependencies Y Huhtala, J Kärkkäinen, P Porkka, H Toivonen The computer journal 42 (2), 100-111, 1999 | 850 | 1999 |
ContextPhone: A prototyping platform for context-aware mobile applications M Raento, A Oulasvirta, R Petit, H Toivonen IEEE pervasive computing 4 (2), 51-59, 2005 | 760 | 2005 |
Discovering Generalized Episodes Using Minimal Occurrences. H Mannila, H Toivonen KDD 96, 146-151, 1996 | 609 | 1996 |
System and method for providing context sensitive recommendations to digital services A Sorvari, M Kähäri, H Toivonen, H Mannila, JP Salmenkaita US Patent 7,570,943, 2009 | 522 | 2009 |
Apparatus and method for facilitating contact selection in communication devices A Sorvari, M Kahari, H Toivonen, JP Salmenkaita, C Gheorghiu US Patent 7,580,363, 2009 | 506 | 2009 |
Discovery of frequent datalog patterns L Dehaspe, H Toivonen Data Mining and knowledge discovery 3, 7-36, 1999 | 486 | 1999 |
Location-based novelty index value and recommendation system and method E Räsänen, R Kikta, A Sorvari, JP Salmenkaita, Y Huhtala, H Mannila, ... US Patent 7,529,639, 2009 | 421 | 2009 |
Finding Frequent Substructures in Chemical Compounds. L Dehaspe, H Toivonen, RD King KDD 98, 1998, 1998 | 418 | 1998 |
Pruning and grouping of discovered association rules H Toivonen, M Klemettinen, P Ronkainen, K Hätönen, H Mannila ECML Workshop on Statistics, Machine Learning, and Knowledge Discovery in …, 1995 | 397 | 1995 |
Time series segmentation for context recognition in mobile devices J Himberg, K Korpiaho, H Mannila, J Tikanmaki, HTT Toivonen Proceedings 2001 IEEE international conference on data mining, 203-210, 2001 | 345 | 2001 |
Data mining, hypergraph transversals, and machine learning D Gunopulos, H Mannila, R Khardon, H Toivonen Proceedings of the sixteenth ACM SIGACT-SIGMOD-SIGART symposium on …, 1997 | 320 | 1997 |
Multiple uses of frequent sets and condensed representations: Extended abstract H Mannila, H Toivonen Proc. of the 2nd International Conference on Knowledge Discovery and Data …, 1996 | 319 | 1996 |
Discovering all most specific sentences D Gunopulos, R Khardon, H Mannila, S Saluja, H Toivonen, RS Sharma ACM Transactions on Database Systems (TODS) 28 (2), 140-174, 2003 | 281 | 2003 |