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Heikki Mannila
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Year
Principles of data mining
D Hand, H Mannila, P Smyth
M ITPress, 2001
8595*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
38161996
Discovery of frequent episodes in event sequences
H Mannila, H Toivonen, A Inkeri Verkamo
Data mining and knowledge discovery 1 (3), 259-289, 1997
31931997
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
17492001
Efficient algorithms for discovering association rules
H Mannila, H Toivonen, AI Verkamo
KDD-94: AAAI workshop on Knowledge Discovery in Databases, 181-192, 1994
12011994
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
11371994
Clustering aggregation
A Gionis, H Mannila, P Tsaparas
Acm transactions on knowledge discovery from data (tkdd) 1 (1), 4-es, 2007
10862007
Rule Discovery from Time Series.
G Das, KI Lin, H Mannila, G Renganathan, P Smyth
KDD 98 (1), 16-22, 1998
10221998
Levelwise search and borders of theories in knowledge discovery
H Mannila, H Toivonen
Data mining and knowledge discovery 1 (3), 241-258, 1997
9941997
Computing discrete Fréchet distance
T Eiter, H Mannila
Technical Report CD-TR 94/64, Christian Doppler Laboratory for Expert …, 1994
7681994
A database perspective on knowledge discovery
T Imielinski, H Mannila
Communications of the ACM 39 (11), 58-64, 1996
7661996
Disjunctive datalog
T Eiter, G Gottlob, H Mannila
ACM Transactions on Database Systems (TODS) 22 (3), 364-418, 1997
734*1997
Discovering Generalized Episodes Using Minimal Occurrences.
H Mannila, H Toivonen
KDD 96, 146-151, 1996
5851996
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
4812009
Finding similar time series
G Das, D Gunopulos, H Mannila
European Symposium on Principles of Data Mining and Knowledge Discovery, 88-100, 1997
4611997
The design of relational databases
H Mannila, KJ Räihä
Addison-Wesley Longman Publishing Co., Inc., 1992
3891992
Pruning and grouping discovered association rules
H Toivonen, M Klemettinen, P Ronkainen, K Hätönen, H Mannila
3871995
Methods and problems in data mining
H Mannila
International Conference on Database Theory, 41-55, 1997
3761997
A genomewide screen for schizophrenia genes in an isolated Finnish subpopulation, suggesting multiple susceptibility loci
I Hovatta, T Varilo, J Suvisaari, JD Terwilliger, V Ollikainen, R Arajärvi, ...
The American Journal of Human Genetics 65 (4), 1114-1124, 1999
3431999
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
3342008
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