Principles of data mining D Hand, H Mannila, P Smyth M ITPress, 2001 | 8925* | 2001 |
Fast discovery of association rules. R Agrawal, H Mannila, R Srikant, H Toivonen, AI Verkamo Advances in knowledge discovery and data mining 12 (1), 307-328, 1996 | 3924 | 1996 |
Discovery of frequent episodes in event sequences H Mannila, H Toivonen, A Inkeri Verkamo Data mining and knowledge discovery 1 (3), 259-289, 1997 | 3289 | 1997 |
Random projection in dimensionality reduction: applications to image and text data E Bingham, H Mannila Proceedings of the seventh ACM SIGKDD international conference on Knowledge …, 2001 | 1917 | 2001 |
Efficient algorithms for discovering association rules H Mannila, H Toivonen, AI Verkamo KDD-94: AAAI workshop on Knowledge Discovery in Databases, 181-192, 1994 | 1246 | 1994 |
Clustering aggregation A Gionis, H Mannila, P Tsaparas Acm transactions on knowledge discovery from data (tkdd) 1 (1), 4-es, 2007 | 1214 | 2007 |
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 | 1175 | 1994 |
Rule Discovery from Time Series. G Das, KI Lin, H Mannila, G Renganathan, P Smyth KDD 98 (1), 16-22, 1998 | 1042 | 1998 |
Levelwise search and borders of theories in knowledge discovery H Mannila, H Toivonen Data mining and knowledge discovery 1 (3), 241-258, 1997 | 1023 | 1997 |
Computing discrete Fréchet distance T Eiter, H Mannila Technical Report CD-TR 94/64, Christian Doppler Laboratory for Expert …, 1994 | 934 | 1994 |
A database perspective on knowledge discovery T Imielinski, H Mannila Communications of the ACM 39 (11), 58-64, 1996 | 779 | 1996 |
Disjunctive datalog T Eiter, G Gottlob, H Mannila ACM Transactions on Database Systems (TODS) 22 (3), 364-418, 1997 | 764* | 1997 |
Discovering Generalized Episodes Using Minimal Occurrences. H Mannila, H Toivonen KDD 96, 146-151, 1996 | 612 | 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 | 520 | 2009 |
Finding similar time series G Das, D Gunopulos, H Mannila Principles of Data Mining and Knowledge Discovery: First European Symposium …, 1997 | 475 | 1997 |
The design of relational databases H Mannila, KJ Räihä Addison-Wesley Longman Publishing Co., Inc., 1992 | 402 | 1992 |
Pruning and grouping discovered association rules H Toivonen, M Klemettinen, P Ronkainen, K Hätönen, H Mannila | 394 | 1995 |
Methods and problems in data mining H Mannila Database Theory—ICDT'97: 6th International Conference Delphi, Greece …, 1997 | 386 | 1997 |
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 | 376 | 2009 |
The discrete basis problem P Miettinen, T Mielikäinen, A Gionis, G Das, H Mannila IEEE transactions on knowledge and data engineering 20 (10), 1348-1362, 2008 | 369 | 2008 |