Prof. Dr. Hannu Toivonen

Profil

Derzeitige StellungProfessor W-3 und Äquivalente
FachgebietSoftwaretechnik und Programmiersprachen,Bioinformatik und Theoretische Biologie
KeywordsData mining, machine learing, algorithms, bioinformatics

Aktuelle Kontaktadresse

LandFinnland
OrtHelsinki
Universität/InstitutionUniversity of Helsinki
Institut/AbteilungDepartment of Computer Science and Helsinki Institute for Information Technology
Websitewww.cs.helsinki.fi/hannu.toivonen/

Gastgeber*innen während der Förderung

Prof. Dr. Luc De RaedtInstitut für Informatik, Albert-Ludwigs-Universität Freiburg, Freiburg
Beginn der ersten Förderung01.12.2005

Programm(e)

2005Humboldt-Forschungsstipendien-Programm

Publikationen (Auswahl)

2007Luc De Raedt, Angelika Kimmig, Hannu Toivonen: ProbLog: A Probabilistic Prolog and its Application in Link Discovery. In: Manuela Veloso, Twentieth International Joint Conference on Artificial Intelligence (IJCAI-07). IJCAI, 2007. 2468-2473
2007Luc De Raedt, Angelika Kimmig, Hannu Toivonen: Probabilistic Explanation Based Learning. In: Joost N. Kok, Jacek Koronacki, Ramon López de Mántaras, Stan Matwin, Dunja Mladenic, Andrzej Skowron, 18th European Conference on Machine Learning (ECML). Lecture Notes in Computer Science 4701. Springer, 2007. 176-187
2006Päivi Onkamo, Hannu Toivonen: A survey of data mining methods for linkage disequilibrium mapping. In: Human Genomics, 2006, 336-340
2006Petteri Hintsanen, Petteri Sevon, Päivi Onkamo, Lauri Eronen, Hannu Toivonen: An empirical comparison of case-control and trio-based study designs in high-throughput association mapping. In: Journal of Medical Genetics, 2006, 617-624
2006Juho Muhonen, Hannu Toivonen: Closed Non-Derivable Itemsets. In: Johannes Fürnkranz, Tobias Scheffer, Myra Spiliopoulou, Principles and Practice of Knowledge Discovery in Databases (PKDD 06), LNAI 4213. Springer, 2006. 601-608
2006Petteri Sevon, Lauri Eronen, Petteri Hintsanen, Kimmo Kulovesi, Hannu Toivonen: Link discovery in graphs derived from biological databases. In: Ulf Leser, Felix Naumann, Barbara Eckman, Data Integration in the Life Sciences 2006 (DILS'06), LNBI 4705. Springer, 2006. 35-49
2006Petteri Sevon, Hannu Toivonen, Vesa Ollikainen: TreeDT: Tree pattern mining for gene mapping. In: IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2006, 174-185