Hannu (TT) Toivonen

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Mika KlemettinenPhDVerified email at businessfinland.fi
Jukka M. ToivanenSenior Data Scientist at Nitor, PhD from Univ. HelsinkiVerified email at helsinki.fi
Oskar GrossHead of Cybercrime Bureau, Police and Border Guard BoardVerified email at politsei.ee
Rakesh AgrawalTechnical Fellow, Microsoft ResearchVerified email at microsoft.com
Jukka-Pekka SalmenkaitaElisa OyjVerified email at elisa.fi
onkamo pUniversity of TurkuVerified email at helsinki.fi
Markus KähäriVerified email at analyse2.com
Luc De Raedtprofessor, KU Leuven & guestprofessor, Örebro UniversityVerified email at cs.kuleuven.be
Angelika KimmigKU LeuvenVerified email at cs.kuleuven.be
Atte KorholaProfessor of Environmental ChangeVerified email at helsinki.fi
Alessandro ValituttiPhedes LabVerified email at ucd.ie
Mika RaentoGoogle IncVerified email at google.com
Fang ZhouEast China Normal UniversityVerified email at dase.ecnu.edu.cn
Antoine DoucetFull Professor of Computer Science, University of La Rochelle, FranceVerified email at univ-lr.fr
Luc DehaspeVerified email at cumulus.uzleuven.be
Leo LeppänenUniversity of HelsinkiVerified email at helsinki.fi
Mark Granroth-WildingUniversity of HelsinkiVerified email at granroth-wilding.co.uk
Antti OulasvirtaAalto UniversityVerified email at aalto.fi
Juha KärkkäinenDepartment of Computer scienceVerified email at cs.helsinki.fi
Mohammed J. ZakiProfessor, Computer Science Department, RPIVerified email at cs.rpi.edu

Hannu (TT) Toivonen

Professor of Computer Science, University of Helsinki

Verified email at cs.helsinki.fi - Homepage

Computer Science Data Science Computational Creativity Artificial Intelligence #UnivHelsinkiCS


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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	3784	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	3187	1997
Sampling large databases for association rules H Toivonen Vldb 96, 134-145, 1996	1979	1996
Efficient Algorithms for Discovering Association Rules H Mannila, H Toivonen, AI Verkamo KDD-94: AAAI workshop on Knowledge Discovery in Databases, 1994	1235	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	1135	1994
Levelwise search and borders of theories in knowledge discovery H Mannila, H Toivonen Data mining and knowledge discovery 1 (3), 241-258, 1997	991	1997
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	852	2007
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	749	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	739	2005
Discovering Generalized Episodes Using Minimal Occurrences. H Mannila, H Toivonen KDD 96, 146-151, 1996	585	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	471	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	465	2009
Discovery of frequent datalog patterns L Dehaspe, H Toivonen Data Mining and knowledge discovery 3 (1), 7-36, 1999	465	1999
Finding Frequent Substructures in Chemical Compounds. L Dehaspe, H Toivonen, RD King KDD 98, 1998, 1998	408	1998
Pruning and grouping discovered association rules H Toivonen, M Klemettinen, P Ronkainen, K Hätönen, H Mannila	380	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	325	2001
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	317	2009
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	306	1996
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	300	1997
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	270	2003

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