Sotabase

Career

· Wallenberg Guest Professor in Computer Science and Artificial Intelligence, Örebro University2020–
· Full Professor (C4) and Chair of Machine Learning, Albert-Ludwigs-University Freiburg1999–2006
· Full Professor of Computer Science, KU Leuven1993–
· Postdoctoral Researcher, Fund for Scientific Research, Flanders (FWO)1991–1999
· PhD in Computer Science, KU Leuven1987–1991

Publications (1306)

Inductive Logic Programming: Theory and Methods
The Journal of Logic Programming · 1994
1,868
cited
DeepProbLog: Neural Probabilistic Logic Programming
BNAIC/BENELEARN · 2018
670
cited
Top-Down Induction of Clustering Trees
International Conference on Machine Learning · 1998
516
cited
Logical and relational learning
Cognitive Technologies · 2008
488
cited
Encyclopedia of Machine Learning and Data Mining
Encyclopedia of Machine Learning and Data Mining · 2017
446
cited
Probabilistic Inductive Logic Programming
Probabilistic Inductive Logic Programming · 2004
435
cited
Learning from Labeled and Unlabeled Data
Encyclopedia of Machine Learning · 2010
353
cited
Statistical Relational Artificial Intelligence: Logic, Probability, and Computation
Statistical Relational Artificial Intelligence · 2016
321
cited
ProbLog: A Probabilistic Prolog and its Application in Link Discovery
International Joint Conference on Artificial Intelligence · 2007
274
cited
Bayesian Logic Programs
ILP Work-in-progress reports · 2001
269
cited
Molecular feature mining in HIV data
Knowledge Discovery and Data Mining · 2001
261
cited
Data Mining and Machine Learning Techniques for the Identification of Mutagenicity Inducing Substructures and Structure Activity Relationships of Noncongeneric Compounds
Journal of Chemical Information and Modeling · 2004
252
cited
Mining Association Rules in Multiple Relations
International Conference on Inductive Logic Programming · 1997
240
cited
Multi instance neural networks
International Conference on Machine Learning · 2000
226
cited
Probabilistic (logic) programming concepts
Machine-mediated learning · 2015
223
cited
Clausal Discovery
Machine-mediated learning · 1997
221
cited
First-Order jk-Clausal Theories are PAC-Learnable
Artificial Intelligence · 1994
193
cited
Under Consideration for Publication in Theory and Practice of Logic Programming on the Implementation of the Probabilistic Logic Programming Language Problog
192
cited
Neural-Symbolic Learning and Reasoning: Contributions and Challenges
AAAI Spring Symposia · 2015
191
cited
Itemset mining: A constraint programming perspective
Artificial Intelligence · 2011
187
cited
Sotabase