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Author ID: blockeel.hendrik Recent zbMATH articles by "Blockeel, Hendrik"
Published as: Blockeel, Hendrik; Blockeel, H.
External Links: MGP · ORCID

Publications by Year

Citations contained in zbMATH Open

36 Publications have been cited 198 times in 145 Documents Cited by Year
Top-down induction of first-order logical decision trees. Zbl 0909.68034
Blockeel, Hendrik; de Raedt, Luc
55
1998
Decision trees for hierarchical multi-label classification. Zbl 1470.62098
Vens, Celine; Struyf, Jan; Schietgat, Leander; Džeroski, Sašo; Blockeel, Hendrik
24
2008
Logical Bayesian networks and their relation to other probabilistic logical models. Zbl 1134.68507
Fierens, Daan; Blockeel, Hendrik; Bruynooghe, Maurice; Ramon, Jan
18
2005
Lifted variable elimination: decoupling the operators from the constraint language. Zbl 1272.68397
Taghipour, Nima; Fierens, Daan; Davis, Jesse; Blockeel, Hendrik
10
2013
First order random forests: Learning relational classifiers with complex aggregates. Zbl 1103.68732
Van Assche, Anneleen; Vens, Celine; Blockeel, Hendrik; Džeroski, Sašo
9
2006
Predicate logic as a modeling language: modeling and solving some machine learning and data mining problems with IDP3. Zbl 1379.68279
Bruynooghe, Maurice; Blockeel, Hendrik; Bogaerts, Bart; De Cat, Broes; De Pooter, Stef; Jansen, Joachim; Labarre, Anthony; Ramon, Jan; Denecker, Marc; Verwer, Sicco
9
2015
Learning ground GP-logic theories by leveraging Bayesian network learnng techniques. Zbl 1155.68493
Meert, Wannes; Struyf, Jan; Blockeel, Hendrik
6
2008
CP-logic theory inference with contextual variable elimination and comparison to BDD based inference methods. Zbl 1286.68421
Meert, Wannes; Struyf, Jan; Blockeel, Hendrik
6
2010
Improving the efficiency of inductive logic programming through the use of query packs. Zbl 0994.68024
Blockeel, H.; Dehaspe, L.; Demoen, B.; Janssens, G.; Ramon, J.; Vandecasteele, H.
5
2002
Predicting gene function using predictive clustering trees. Zbl 1211.68172
Vens, Celine; Schietgat, Leander; Struyf, Jan; Blockeel, Hendrik; Kocev, Dragi
5
2010
Query transformations for improving the efficiency of ILP systems. Zbl 1102.68541
Costa, Vítor Santos; Srinivasan, Ashwin; Camacho, Rui; Blockeel, Hendrik; Demoen, Bart; Janssens, Gerda; Struyf, Jan; Vandecasteele, Henk; Van Laer, Wim
4
2004
Speeding up relational reinforcement learning through the use of an incremental first order decision tree learner. Zbl 1007.68567
Driessens, Kurt; Ramon, Jan; Blockeel, Hendrik
4
2001
An inductive database system based on virtual mining views. Zbl 1235.68064
Blockeel, Hendrik; Calders, Toon; Fromont, Élisa; Goethals, Bart; Prado, Adriana
4
2012
Towards learning non-recursive LPADs by transforming them into Bayesian networks. Zbl 1201.68116
Blockeel, Hendrik; Meert, Wannes
3
2007
Instance-level accuracy versus bag-level accuracy in multi-instance learning. Zbl 1411.68125
Vanwinckelen, Gitte; Tragante do O, Vinicius; Fierens, Daan; Blockeel, Hendrik
3
2016
Ranking with predictive clustering trees. Zbl 1014.68798
Todorovski, Ljupco; Blockeel, Hendrik; Dzeroski, Sašo
3
2002
Information extraction in structured documents using tree automata induction. Zbl 1020.68738
Kosala, Raymond; Van den Bussche, Jan; Bruynooghe, Maurice; Blockeel, Hendrik
3
2002
Efficient algorithms for decision tree cross-validation. Zbl 1112.68437
Blockeel, Hendrik; Struyf, Jan
3
2003
Experiment databases. Zbl 1238.68134
Vanschoren, Joaquin; Blockeel, Hendrik; Pfahringer, Bernhard; Holmes, Geoffrey
2
2012
Learning directed probabilistic logical models: Ordering-search versus structure-search. Zbl 1176.68159
Fierens, Daan; Ramon, Jan; Bruynooghe, Maurice; Blockeel, Hendrik
2
2008
Generalized ordering-search for learning directed probabilistic logical models. Zbl 1470.68161
Ramon, Jan; Croonenborghs, Tom; Fierens, Daan; Blockeel, Hendrik; Bruynooghe, Maurice
2
2007
Generalized counting for lifted variable elimination. Zbl 1319.68220
Taghipour, Nima; Davis, Jesse; Blockeel, Hendrik
2
2014
A comparison of pruning criteria for probability trees. Zbl 1470.68103
Fierens, Daan; Ramon, Jan; Blockeel, Hendrik; Bruynooghe, Maurice
2
2010
A practical comparative study of data mining query languages. Zbl 1211.68144
Blockeel, Hendrik; Calders, Toon; Fromont, Élisa; Goethals, Bart; Prado, Adriana
2
2010
Classifying relational data with neural networks. Zbl 1134.68482
Uwents, Werner; Blockeel, Hendrik
1
2005
Learning a Go heuristic with Tilde. Zbl 0989.68520
Ramon, Jan; Francis, Tom; Blockeel, Hendrik
1
2001
Executing query packs in ILP. Zbl 0994.68626
Blockeel, Hendrik; Dehaspe, Luc; Demoen, Bart; Janssens, Gerda; Ramon, Jan; Vandecasteele, Henk
1
2000
Detecting temporal change in event sequences: an application to demographic data. Zbl 1009.68703
Blockeel, H.; Fürnkranz, J.; Prskawetz, A.; Billari, F. C.
1
2001
Compact representation of knowledge bases in ILP. Zbl 1017.68528
Struyf, Jan; Ramon, Jan; Blockeel, Hendrik
1
2003
Machine learning: ECML 2003. 14th European conference on machine learning, Cavtat-Dubrovnik, Croatia, September 22–26, 2003. Proceedings. Zbl 1024.00057
1
2003
Learning directed probabilistic logical models using ordering-search. Zbl 1136.68483
Fierens, Daan; Ramon, Jan; Bruynooghe, Maurice; Blockeel, Hendrik
1
2008
Seeing the forest through the trees. Learning a comprehensible model from a first order ensemble. Zbl 1136.68506
Van Assche, Anneleen; Blockeel, Hendrik
1
2008
On the inference of non-confluent NLC graph grammars. Zbl 1284.68307
Brijder, Robert; Blockeel, Hendrik
1
2013
Inductive querying with virtual mining views. Zbl 1211.68145
Blockeel, Hendrik; Calders, Toon; Fromont, Élisa; Prado, Adriana; Goethals, Bart
1
2010
Experiment databases. Zbl 1211.68171
Vanschoren, Joaquin; Blockeel, Hendrik
1
2010
Modeling machine learning and data mining problems with \(\mathrm{FO}(\cdot )\). Zbl 1281.68174
Blockeel, Hendrik; Bogaerts, Bart; Bruynooghe, Maurice; De Cat, Broes; De Pooter, Stef; Denecker, Marc; Labarre, Anthony; Ramon, Jan; Verwer, Sicco
1
2012
Instance-level accuracy versus bag-level accuracy in multi-instance learning. Zbl 1411.68125
Vanwinckelen, Gitte; Tragante do O, Vinicius; Fierens, Daan; Blockeel, Hendrik
3
2016
Predicate logic as a modeling language: modeling and solving some machine learning and data mining problems with IDP3. Zbl 1379.68279
Bruynooghe, Maurice; Blockeel, Hendrik; Bogaerts, Bart; De Cat, Broes; De Pooter, Stef; Jansen, Joachim; Labarre, Anthony; Ramon, Jan; Denecker, Marc; Verwer, Sicco
9
2015
Generalized counting for lifted variable elimination. Zbl 1319.68220
Taghipour, Nima; Davis, Jesse; Blockeel, Hendrik
2
2014
Lifted variable elimination: decoupling the operators from the constraint language. Zbl 1272.68397
Taghipour, Nima; Fierens, Daan; Davis, Jesse; Blockeel, Hendrik
10
2013
On the inference of non-confluent NLC graph grammars. Zbl 1284.68307
Brijder, Robert; Blockeel, Hendrik
1
2013
An inductive database system based on virtual mining views. Zbl 1235.68064
Blockeel, Hendrik; Calders, Toon; Fromont, Élisa; Goethals, Bart; Prado, Adriana
4
2012
Experiment databases. Zbl 1238.68134
Vanschoren, Joaquin; Blockeel, Hendrik; Pfahringer, Bernhard; Holmes, Geoffrey
2
2012
Modeling machine learning and data mining problems with \(\mathrm{FO}(\cdot )\). Zbl 1281.68174
Blockeel, Hendrik; Bogaerts, Bart; Bruynooghe, Maurice; De Cat, Broes; De Pooter, Stef; Denecker, Marc; Labarre, Anthony; Ramon, Jan; Verwer, Sicco
1
2012
CP-logic theory inference with contextual variable elimination and comparison to BDD based inference methods. Zbl 1286.68421
Meert, Wannes; Struyf, Jan; Blockeel, Hendrik
6
2010
Predicting gene function using predictive clustering trees. Zbl 1211.68172
Vens, Celine; Schietgat, Leander; Struyf, Jan; Blockeel, Hendrik; Kocev, Dragi
5
2010
A comparison of pruning criteria for probability trees. Zbl 1470.68103
Fierens, Daan; Ramon, Jan; Blockeel, Hendrik; Bruynooghe, Maurice
2
2010
A practical comparative study of data mining query languages. Zbl 1211.68144
Blockeel, Hendrik; Calders, Toon; Fromont, Élisa; Goethals, Bart; Prado, Adriana
2
2010
Inductive querying with virtual mining views. Zbl 1211.68145
Blockeel, Hendrik; Calders, Toon; Fromont, Élisa; Prado, Adriana; Goethals, Bart
1
2010
Experiment databases. Zbl 1211.68171
Vanschoren, Joaquin; Blockeel, Hendrik
1
2010
Decision trees for hierarchical multi-label classification. Zbl 1470.62098
Vens, Celine; Struyf, Jan; Schietgat, Leander; Džeroski, Sašo; Blockeel, Hendrik
24
2008
Learning ground GP-logic theories by leveraging Bayesian network learnng techniques. Zbl 1155.68493
Meert, Wannes; Struyf, Jan; Blockeel, Hendrik
6
2008
Learning directed probabilistic logical models: Ordering-search versus structure-search. Zbl 1176.68159
Fierens, Daan; Ramon, Jan; Bruynooghe, Maurice; Blockeel, Hendrik
2
2008
Learning directed probabilistic logical models using ordering-search. Zbl 1136.68483
Fierens, Daan; Ramon, Jan; Bruynooghe, Maurice; Blockeel, Hendrik
1
2008
Seeing the forest through the trees. Learning a comprehensible model from a first order ensemble. Zbl 1136.68506
Van Assche, Anneleen; Blockeel, Hendrik
1
2008
Towards learning non-recursive LPADs by transforming them into Bayesian networks. Zbl 1201.68116
Blockeel, Hendrik; Meert, Wannes
3
2007
Generalized ordering-search for learning directed probabilistic logical models. Zbl 1470.68161
Ramon, Jan; Croonenborghs, Tom; Fierens, Daan; Blockeel, Hendrik; Bruynooghe, Maurice
2
2007
First order random forests: Learning relational classifiers with complex aggregates. Zbl 1103.68732
Van Assche, Anneleen; Vens, Celine; Blockeel, Hendrik; Džeroski, Sašo
9
2006
Logical Bayesian networks and their relation to other probabilistic logical models. Zbl 1134.68507
Fierens, Daan; Blockeel, Hendrik; Bruynooghe, Maurice; Ramon, Jan
18
2005
Classifying relational data with neural networks. Zbl 1134.68482
Uwents, Werner; Blockeel, Hendrik
1
2005
Query transformations for improving the efficiency of ILP systems. Zbl 1102.68541
Costa, Vítor Santos; Srinivasan, Ashwin; Camacho, Rui; Blockeel, Hendrik; Demoen, Bart; Janssens, Gerda; Struyf, Jan; Vandecasteele, Henk; Van Laer, Wim
4
2004
Efficient algorithms for decision tree cross-validation. Zbl 1112.68437
Blockeel, Hendrik; Struyf, Jan
3
2003
Compact representation of knowledge bases in ILP. Zbl 1017.68528
Struyf, Jan; Ramon, Jan; Blockeel, Hendrik
1
2003
Machine learning: ECML 2003. 14th European conference on machine learning, Cavtat-Dubrovnik, Croatia, September 22–26, 2003. Proceedings. Zbl 1024.00057
1
2003
Improving the efficiency of inductive logic programming through the use of query packs. Zbl 0994.68024
Blockeel, H.; Dehaspe, L.; Demoen, B.; Janssens, G.; Ramon, J.; Vandecasteele, H.
5
2002
Ranking with predictive clustering trees. Zbl 1014.68798
Todorovski, Ljupco; Blockeel, Hendrik; Dzeroski, Sašo
3
2002
Information extraction in structured documents using tree automata induction. Zbl 1020.68738
Kosala, Raymond; Van den Bussche, Jan; Bruynooghe, Maurice; Blockeel, Hendrik
3
2002
Speeding up relational reinforcement learning through the use of an incremental first order decision tree learner. Zbl 1007.68567
Driessens, Kurt; Ramon, Jan; Blockeel, Hendrik
4
2001
Learning a Go heuristic with Tilde. Zbl 0989.68520
Ramon, Jan; Francis, Tom; Blockeel, Hendrik
1
2001
Detecting temporal change in event sequences: an application to demographic data. Zbl 1009.68703
Blockeel, H.; Fürnkranz, J.; Prskawetz, A.; Billari, F. C.
1
2001
Executing query packs in ILP. Zbl 0994.68626
Blockeel, Hendrik; Dehaspe, Luc; Demoen, Bart; Janssens, Gerda; Ramon, Jan; Vandecasteele, Henk
1
2000
Top-down induction of first-order logical decision trees. Zbl 0909.68034
Blockeel, Hendrik; de Raedt, Luc
55
1998
all top 5

Cited by 308 Authors

10 Riguzzi, Fabrizio
8 Ramon, Jan
7 Blockeel, Hendrik
7 De Raedt, Luc
6 Džeroski, Sašo
5 Bruynooghe, Maurice
5 Cropper, Andrew
5 Fierens, Daan
5 Frasconi, Paolo
5 Natarajan, Sriraam
5 Passerini, Andrea
4 Bellodi, Elena
4 Jäger, Manfred
4 Janssens, Gerda
4 Lamma, Evelina
3 Davis, Jesse
3 Denecker, Marc
3 Dodaro, Carmine
3 Gagliardi Cozman, Fabio
3 Gutmann, Bernd
3 Kersting, Kristian
3 Kocev, Dragi
3 Kuželka, Ondřej
3 Lippi, Marco
3 Mauá, Denis Deratani
3 Morel, Rolf
3 Paes, Aline
3 Shavlik, Jude W.
3 Silla, Carlos Nascimento jun.
3 Srinivasan, Ashwin
3 Zaverucha, Gerson
2 Alviano, Mario
2 Artikis, Alexander
2 Bogaerts, Bart
2 Braun, Tanya
2 Broda, Krysia B.
2 Calders, Toon
2 Camacho, Rui
2 Cerri, Ricardo
2 Santos Costa, Vítor
2 Di Mauro, Nicola
2 Fonseca, Nuno A.
2 Gebser, Martin
2 Gehrke, Marcel
2 Getoor, Lise
2 Hullermeier, Eyke
2 Janhunen, Tomi
2 Khot, Tushar
2 Kimmig, Angelika
2 Kramer, Stefan
2 Kunapuli, Gautam
2 Landwehr, Niels
2 Law, Mark M.
2 Maratea, Marco
2 Muggleton, Stephen H.
2 Nguembang Fadja, Arnaud
2 Osojnik, Aljaž
2 Paliouras, Georgios
2 Panov, Panče
2 Petković, Matej
2 Ponce de Leon Ferreira de Carvalho, André Carlos
2 Ravkic, Irma
2 Russo, Alessandra M.
2 Tasharrofi, Shahab
2 Van Assche, Anneleen
2 Van Den Broeck, Guy
2 Vennekens, Joost
2 Vens, Celine
2 Zese, Riccardo
1 Abiteboul, Serge
1 Albane, Saadia
1 Alberti, Marco
1 Alfred, Rayner
1 Alphonse, Erick
1 Amir, Eyal
1 Amsterdamer, Yael
1 Appice, Annalisa
1 Azevedo Santos, Rodrigo
1 Azevedo, Paulo J.
1 Azzolini, Damiano
1 Baatar, Davaatseren
1 Babbar, Rohit
1 Bahamonde, Antonio
1 Bain, Michael E.
1 Barros, Rodrigo C.
1 Bartel, Felix
1 Belzner, Lenz
1 Benda, Frank
1 Benites, Fernando
1 Berzal, Fernando
1 Bielza, Concha
1 Bischl, Bernd
1 Borges, Helyane Bronoski
1 Borrajo, Daniel
1 Bossek, Jakob
1 Braune, Roland
1 Breskvar, Martin
1 Brucker, Florian
1 Calimeri, Francesco
1 Casalicchio, Giuseppe
...and 208 more Authors

Citations by Year