Edit Profile (opens in new tab) Blockeel, Hendrik Co-Author Distance Author ID: blockeel.hendrik Published as: Blockeel, Hendrik; Blockeel, H. External Links: MGP · ORCID Documents Indexed: 45 Publications since 1998 6 Contributions as Editor Co-Authors: 60 Co-Authors with 51 Joint Publications 787 Co-Co-Authors all top 5 Co-Authors 0 single-authored 14 Ramon, Jan 10 Struyf, Jan 9 Bruynooghe, Maurice 7 Fierens, Daan 4 Džeroski, Sašo 4 Vens, Celine 3 Calders, Toon 3 Demoen, Bart 3 Fromont, Élisa 3 Goethals, Bart 3 Janssens, Gerda 3 Meert, Wannes 3 Prado, Adriana 3 Todorovski, Ljupčo 3 Van Assche, Anneleen 3 Vandecasteele, Henk 2 Bogaerts, Bart 2 Brijder, Robert 2 Davis, Jesse 2 de Cat, Broes 2 De Pooter, Stef 2 Dehaspe, Luc 2 Denecker, Marc 2 Dumančić, Sebastijan 2 Gamberger, Dragan 2 Jacobs, Nico 2 Labarre, Anthony 2 Lavrač, Nada 2 Schietgat, Leander 2 Shavlik, Jude W. 2 Tadepalli, Prasad 2 Taghipour, Nima 2 Uwents, Werner 2 Vanschoren, Joaquin 2 Verwer, Sicco 1 Billari, Francesco C. 1 Camacho, Rui 1 Santos Costa, Vítor 1 Croonenborghs, Tom 1 De Raedt, Luc 1 Driessens, Kurt 1 Francis, Tom 1 Fürnkranz, Johannes 1 Holmes, Geoffrey 1 Jansen, Joachim 1 Jensen, David D. 1 Kersting, Kristian 1 Kocev, Dragi 1 Kosala, Raymond 1 Kramer, Stefan 1 Nijssen, Siegfried 1 Pfahringer, Bernhard 1 Prskawetz, Alexia 1 Srinivasan, Ashwin 1 Tragante do O, Vinicius 1 Van den Bussche, Jan 1 Van Laer, Wim 1 Vanwinckelen, Gitte 1 Verbaeten, Sofie 1 Železný, Filip all top 5 Serials 9 Machine Learning 3 Data Mining and Knowledge Discovery 3 Lecture Notes in Computer Science 2 The Journal of Artificial Intelligence Research (JAIR) 2 Journal of Machine Learning Research (JMLR) 1 Artificial Intelligence 1 Journal of Logic and Computation 1 Annals of Mathematics and Artificial Intelligence 1 Informatica (Ljubljana) 1 Fundamenta Informaticae 1 Theory and Practice of Logic Programming Fields 49 Computer science (68-XX) 6 Statistics (62-XX) 5 General and overarching topics; collections (00-XX) 2 Biology and other natural sciences (92-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Publications by Year all cited Publications top 5 cited Publications 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 cited Publications top 5 cited Publications 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 all top 5 Cited in 32 Serials 51 Machine Learning 13 Theory and Practice of Logic Programming 12 Data Mining and Knowledge Discovery 9 International Journal of Approximate Reasoning 6 Artificial Intelligence 5 Annals of Mathematics and Artificial Intelligence 3 The Journal of Artificial Intelligence Research (JAIR) 2 Information Sciences 2 Pattern Recognition 2 Journal of Applied Logic 1 ACM Computing Surveys 1 Computers & Mathematics with Applications 1 International Journal for Numerical Methods in Engineering 1 Journal of the American Statistical Association 1 Journal of Approximation Theory 1 Journal of Computer and System Sciences 1 Theoretical Computer Science 1 New Generation Computing 1 AI Communications 1 Neural Computation 1 Journal of Global Optimization 1 Computational Statistics 1 Theory of Computing Systems 1 International Journal of Applied Mathematics and Computer Science 1 Fundamenta Informaticae 1 OR Spectrum 1 Computational Intelligence 1 Statistical Methods in Medical Research 1 Algorithms 1 Central European Journal of Computer Science 1 Journal of Theoretical Biology 1 Computer Science Review all top 5 Cited in 11 Fields 139 Computer science (68-XX) 34 Statistics (62-XX) 6 Biology and other natural sciences (92-XX) 4 Operations research, mathematical programming (90-XX) 3 Mathematical logic and foundations (03-XX) 2 Combinatorics (05-XX) 1 Approximations and expansions (41-XX) 1 Functional analysis (46-XX) 1 Probability theory and stochastic processes (60-XX) 1 Systems theory; control (93-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year