Hendrik Blockeel
Hendrik Blockeel
Department of Computer Science, KU Leuven
Verified email at cs.kuleuven.be - Homepage
Cited by
Cited by
Web mining research: A survey
R Kosala, H Blockeel
ACM Sigkdd Explorations Newsletter 2 (1), 1-15, 2000
Top-down induction of first-order logical decision trees
H Blockeel, L De Raedt
Artificial intelligence 101 (1-2), 285-297, 1998
Decision trees for hierarchical multi-label classification
C Vens, J Struyf, L Schietgat, S Džeroski, H Blockeel
Machine learning 73 (2), 185, 2008
Top-down induction of clustering trees
H Blockeel, L De Raedt, J Ramon
arXiv preprint cs/0011032, 2000
Predicting gene function using hierarchical multi-label decision tree ensembles
L Schietgat, C Vens, J Struyf, H Blockeel, D Kocev, S Džeroski
BMC bioinformatics 11 (1), 1-14, 2010
Efficient algorithms for decision tree cross-validation
H Blockeel, J Struyf
Journal of Machine Learning Research 3 (Dec), 621-650, 2002
Decision trees for hierarchical multilabel classification: A case study in functional genomics
H Blockeel, L Schietgat, J Struyf, S Džeroski, A Clare
European conference on principles of data mining and knowledge discovery, 18-29, 2006
Improving the efficiency of inductive logic programming through the use of query packs
H Blockeel, L Dehaspe, B Demoen, G Janssens, J Ramon, ...
Journal of Artificial Intelligence Research 16, 135-166, 2002
Scaling up inductive logic programming by learning from interpretations
H Blockeel, L De Raedt, N Jacobs, B Demoen
Data Mining and Knowledge Discovery 3 (1), 59-93, 1999
Hierarchical multi-classification
H Blockeel, M Bruynooghe, S Džeroski, J Ramon, J Struyf
Workshop Notes of the KDD'02 Workshop on Multi-Relational Data Mining, 21-35, 2002
Experiment databases
J Vanschoren, H Blockeel, B Pfahringer, G Holmes
Machine Learning 87 (2), 127-158, 2012
Speeding up relational reinforcement learning through the use of an incremental first order decision tree learner
K Driessens, J Ramon, H Blockeel
European Conference on Machine Learning, 97-108, 2001
Mining data from intensive care patients
J Ramon, D Fierens, F Güiza, G Meyfroidt, H Blockeel, M Bruynooghe, ...
Advanced Engineering Informatics 21 (3), 243-256, 2007
Multi-instance tree learning
H Blockeel, D Page, A Srinivasan
Proceedings of the 22nd international conference on Machine learning, 57-64, 2005
Query transformations for improving the efficiency of ILP systems
VS Costa, A Srinivasan, R Camacho, H Blockeel, B Demoen, G Janssens, ...
Journal of Machine Learning Research 4 (Aug), 465-491, 2003
Scalability and efficiency in multi-relational data mining
H Blockeel, M Sebag
ACM SIGKDD Explorations Newsletter 5 (1), 17-30, 2003
Multi-relational data mining
A Knobbe, H Blockeel, A Siebes, D van der Wallen
Proceedings of the 9th Belgian-Dutch Conference on Machine Learning, 61-74, 1999
Lookahead and discretization in ILP
H Blockeel, L De Raedt
International Conference on Inductive Logic Programming, 77-84, 1997
On estimating model accuracy with repeated cross-validation
G Vanwinckelen, H Blockeel
BeneLearn 2012: Proceedings of the 21st Belgian-Dutch conference on machine …, 2012
Logical Bayesian networks and their relation to other probabilistic logical models
D Fierens, H Blockeel, M Bruynooghe, J Ramon
International Conference on Inductive Logic Programming, 121-135, 2005
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