Luc De Raedt
Luc De Raedt
professor, KU Leuven & guestprofessor, Örebro University
cs.kuleuven.be의 이메일 확인됨 - 홈페이지
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Inductive logic programming: Theory and methods
S Muggleton, L De Raedt
The Journal of Logic Programming 19, 629-679, 1994
20871994
Top-down induction of first-order logical decision trees
H Blockeel, L De Raedt
Artificial intelligence 101 (1-2), 285-297, 1998
9801998
ProbLog: A Probabilistic Prolog and Its Application in Link Discovery.
L De Raedt, A Kimmig, H Toivonen
IJCAI 7, 2462-2467, 2007
7912007
Logical and relational learning
L De Raedt
Springer Science & Business Media, 2008
5832008
Top-down induction of clustering trees
H Blockeel, L De Raedt, J Ramon
arXiv preprint cs/0011032, 2000
5752000
Relational reinforcement learning
S Džeroski, L De Raedt, K Driessens
Machine learning 43 (1), 7-52, 2001
5332001
Probabilistic inductive logic programming
L De Raedt, K Kersting
Probabilistic Inductive Logic Programming, 1-27, 2008
4962008
Clausal discovery
L De Raedt, L Dehaspe
Machine Learning 26 (2), 99-146, 1997
3761997
Bayesian logic programs
K Kersting, L De Raedt
arXiv preprint cs/0111058, 2001
3232001
Mining association rules in multiple relations
L Dehaspe, L De Raedt
International Conference on Inductive Logic Programming, 125-132, 1997
3221997
Molecular feature mining in HIV data
S Kramer, L De Raedt, C Helma
Proceedings of the seventh ACM SIGKDD international conference on Knowledge …, 2001
2852001
Interactive theory revision: An inductive logic programming approach
L De Raedt
Academic Press Ltd., 1992
2851992
Inference and learning in probabilistic logic programs using weighted Boolean formulas
D Fierens, G Van den Broeck, J Renkens, D Shterionov, B Gutmann, ...
Theory and Practice of Logic Programming 15 (3), 358-401, 2015
2812015
Data mining and machine learning techniques for the identification of mutagenicity inducing substructures and structure activity relationships of noncongeneric compounds
C Helma, T Cramer, S Kramer, L De Raedt
Journal of chemical information and computer sciences 44 (4), 1402-1411, 2004
2602004
Deepproblog: Neural probabilistic logic programming
R Manhaeve, S Dumančić, A Kimmig, T Demeester, L De Raedt
arXiv preprint arXiv:1805.10872, 2018
2262018
Multi instance neural networks
J Ramon, L De Raedt
Proceedings of the ICML-2000 workshop on attribute-value and relational …, 2000
2262000
Probabilistic logic learning
L De Raedt, K Kersting
ACM SIGKDD Explorations Newsletter 5 (1), 31-48, 2003
2242003
Statistical relational artificial intelligence: Logic, probability, and computation
LD Raedt, K Kersting, S Natarajan, D Poole
Synthesis Lectures on Artificial Intelligence and Machine Learning 10 (2), 1-189, 2016
2162016
First-order jk-clausal theories are PAC-learnable
L De Raedt, S Džeroski
Artificial Intelligence 70 (1-2), 375-392, 1994
2141994
Itemset mining: A constraint programming perspective
T Guns, S Nijssen, L De Raedt
Artificial Intelligence 175 (12-13), 1951-1983, 2011
2122011
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