Hannu Toivonen

PhD, Professor of Computer Science
University of Helsinki

Research interests
Activities
Publications
Teaching
Contact information

Research interests

Knowledge Discovery, pattern and link Discovery, data mining, analysis of scientific data, search and exploration of network information, with applications in bioinformatics, and in international collaboration

Activities

Head, Department of Computer Science
Director, Hecse graduate school
Editor, Data Mining and Knowledge Discovery
Action Editor, Computational Intelligence
Editorial Board Member, BioData Mining
Current Programme Committee memberships. 2010: AAAI 10, SDM 10, ICML 10, IDA 10, ASONAM 10; 2009: ICDM 09 (vice chair), KDD 09 (senior chair), BIBM 09
Leader, Discovery Group
Member, The Algorithmic Data Analysis (Algodan) Centre of Excellence
Member, The Helsinki Institute for Information Technology HIIT

Recent publications (more complete list | Google Scholar)

Constructing Information Networks from Textual Documents, EAIN, 2009.
Finding representative nodes in probabilistic graphs, EAIN, 2009.
Review of Network Abstraction Techniques, EAIN, 2009.
Finding Reliable Subgraphs from Large Probabilistic Graphs, Data Mining and Knowledge Discovery, 2008.
Compressing Probabilistic Prolog Programs, Machine Learning, 2008.
ProbLog: A Probabilistic Prolog and its Application in Link Discovery, IJCAI 2007.
Probabilistic Explanation Based Learning, the Best Paper Award winner of ECML, 2007.
Constrained Hidden Markov Models for Population-based Haplotyping, BMC Bioinformatics 2007.

A more complete list...

Teaching

Contact information

Email: firstname.lastname@cs.helsinki.fi

No regular office hours (vastaanotto). Email me for an appointment.

Address:
Department of Computer Science
P.O. Box 68 (Gustaf Hällströmin katu 2b)
FI-00014 University of Helsinki, Finland
Tel. +358 9 19151184, fax +358 9 19151120
Mobile +358 50 9112405

Department of Computer Science

Department information