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
Jukka-Pekka SalmenkaitaElisa OyjVerified email at elisa.com
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
Antoine DoucetFull Professor of Computer Science, University of La Rochelle, FranceVerified email at univ-lr.fr
Alessandro ValituttiPhedes LabVerified email at ucd.ie
Atte KorholaProfessor of Environmental ChangeVerified email at helsinki.fi
Fang ZhouEast China Normal UniversityVerified email at dase.ecnu.edu.cn
Mika RaentoGoogle IncVerified email at google.com
Leo LeppänenUniversity of HelsinkiVerified email at helsinki.fi
Luc DehaspeVerified email at cumulus.uzleuven.be
Mohammed J. ZakiProfessor & Head, Computer Science Department, RPIVerified email at cs.rpi.edu
Mark Granroth-WildingSilo AIVerified email at granroth-wilding.co.uk
Anna KantosaloDocent, University of HelsinkiVerified email at helsinki.fi
Juha KärkkäinenDepartment of Computer scienceVerified email at cs.helsinki.fi
Antti OulasvirtaProfessor, Aalto UniversityVerified email at aalto.fi
Nada LavracJozef Stefan InstituteVerified email at ijs.si

Hannu (TT) Toivonen

Professor of Computer Science, University of Helsinki

Verified email at 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	4004	1996
Discovery of frequent episodes in event sequences H Mannila, H Toivonen, A Inkeri Verkamo Data mining and knowledge discovery 1, 259-289, 1997	3329	1997
Sampling large databases for association rules H Toivonen Vldb 96, 134-145, 1996	2064	1996
Efficient Algorithms for Discovering Association Rules H Mannila, H Toivonen, AI Verkamo KDD-94: AAAI workshop on Knowledge Discovery in Databases, 1994	1286	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	1181	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	1091	2007
Levelwise search and borders of theories in knowledge discovery H Mannila, H Toivonen Data mining and knowledge discovery 1 (3), 241-258, 1997	1025	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	864	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	762	2005
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	523	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	507	2009
Discovery of frequent datalog patterns L Dehaspe, H Toivonen Data Mining and knowledge discovery 3, 7-36, 1999	488	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	433	2009
Finding Frequent Substructures in Chemical Compounds. L Dehaspe, H Toivonen, RD King KDD 98, 1998, 1998	419	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	398	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	322	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	321	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	284	2003

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