| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Jonas Schouterden, Jesse Davis, Hendrik Blockeel |
LazyBum: Decision tree learning using lazy propositionalization.  |
CoRR  |
2019 |
DBLP BibTeX RDF |
|
| 1 | Sebastijan Dumancic, Tias Guns, Wannes Meert, Hendrik Blockeel |
Learning Relational Representations with Auto-encoding Logic Programs. |
CoRR |
2019 |
DBLP BibTeX RDF |
|
| 1 | Sebastijan Dumancic, Tias Guns, Wannes Meert, Hendrik Blockeel |
Learning Relational Representations with Auto-encoding Logic Programs. |
IJCAI |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Toon van Craenendonck, Wannes Meert, Sebastijan Dumancic, Hendrik Blockeel |
COBRAS-TS: A new approach to Semi-Supervised Clustering of Time Series. |
CoRR |
2018 |
DBLP BibTeX RDF |
|
| 1 | Toon van Craenendonck, Sebastijan Dumancic, Elia Van Wolputte, Hendrik Blockeel |
COBRAS: Fast, Iterative, Active Clustering with Pairwise Constraints. |
CoRR |
2018 |
DBLP BibTeX RDF |
|
| 1 | Toon van Craenendonck, Sebastijan Dumancic, Hendrik Blockeel |
COBRA: A Fast and Simple Method for Active Clustering with Pairwise Constraints. |
CoRR |
2018 |
DBLP BibTeX RDF |
|
| 1 | Leander Schietgat, Celine Vens, Ricardo Cerri, Carlos N. Fischer, Eduardo P. Costa, Jan Ramon, Claudia M. A. Carareto, Hendrik Blockeel |
A machine learning based framework to identify and classify long terminal repeat retrotransposons. |
PLoS Computational Biology |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Hendrik Blockeel |
Declarative data analysis. |
Int. J. Data Sci. Anal. |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Toon van Craenendonck, Wannes Meert, Sebastijan Dumancic, Hendrik Blockeel |
Interactive Time Series Clustering with COBRASTS. |
ECML/PKDD (3) |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Toon van Craenendonck, Wannes Meert, Sebastijan Dumancic, Hendrik Blockeel |
COBRASTS: A New Approach to Semi-supervised Clustering of Time Series. |
DS |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Elia Van Wolputte, Evgeniya Korneva, Hendrik Blockeel |
MERCS: Multi-Directional Ensembles of Regression and Classification Trees. |
AAAI |
2018 |
DBLP BibTeX RDF |
|
| 1 | Evgeniya Korneva, Hendrik Blockeel |
Model Selection for Multi-directional Ensemble of Regression and Classification Trees. |
BNCAI |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Toon van Craenendonck, Sebastijan Dumancic, Elia Van Wolputte, Hendrik Blockeel |
COBRAS: Interactive Clustering with Pairwise Queries. |
IDA |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Luc De Raedt, Hendrik Blockeel, Samuel Kolb, Stefano Teso, Gust Verbruggen |
Elements of an Automatic Data Scientist. |
IDA |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Jan Struyf, Hendrik Blockeel |
Relational Learning. |
Encyclopedia of Machine Learning and Data Mining |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Hendrik Blockeel |
Hypothesis Language. |
Encyclopedia of Machine Learning and Data Mining |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Hendrik Blockeel |
Hypothesis Space. |
Encyclopedia of Machine Learning and Data Mining |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Hendrik Blockeel |
Observation Language. |
Encyclopedia of Machine Learning and Data Mining |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Hendrik Blockeel |
Bias Specification Language. |
Encyclopedia of Machine Learning and Data Mining |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Soumya Ray, Stephen Scott, Hendrik Blockeel |
Multi-Instance Learning. |
Encyclopedia of Machine Learning and Data Mining |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Soumya Ray, Stephen Scott, Hendrik Blockeel |
Multiple-Instance Learning. |
Encyclopedia of Machine Learning and Data Mining |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Toon van Craenendonck, Hendrik Blockeel |
Constraint-based clustering selection. |
Machine Learning |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Sebastijan Dumancic, Hendrik Blockeel |
An expressive dissimilarity measure for relational clustering using neighbourhood trees. |
Machine Learning |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Sebastijan Dumancic, Hendrik Blockeel |
Demystifying Relational Latent Representations. |
CoRR |
2017 |
DBLP BibTeX RDF |
|
| 1 | Hendrik Blockeel |
PU-learning Disjunctive Concepts in ILP. |
ILP (Late Breaking Papers) |
2017 |
DBLP BibTeX RDF |
|
| 1 | Sebastijan Dumancic, Hendrik Blockeel |
Demystifying Relational Latent Representations. |
ILP |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Toon van Craenendonck, Sebastijan Dumancic, Hendrik Blockeel |
COBRA: A Fast and Simple Method for Active Clustering with Pairwise Constraints. |
IJCAI |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Sebastijan Dumancic, Hendrik Blockeel |
Clustering-Based Relational Unsupervised Representation Learning with an Explicit Distributed Representation. |
IJCAI |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Gitte Vanwinckelen, Vinicius Tragante do Ó, Daan Fierens, Hendrik Blockeel |
Instance-level accuracy versus bag-level accuracy in multi-instance learning. |
Data Min. Knowl. Discov. |
2016 |
DBLP DOI BibTeX RDF |
|
| 1 | Hossein Rahmani, Hendrik Blockeel, Andreas Bender |
Using a Human Drug Network for generating novel hypotheses about drugs. |
Intell. Data Anal. |
2016 |
DBLP DOI BibTeX RDF |
|
| 1 | Sebastijan Dumancic, Wannes Meert, Hendrik Blockeel |
Theory reconstruction: a representation learning view on predicate invention. |
CoRR |
2016 |
DBLP BibTeX RDF |
|
| 1 | Sebastijan Dumancic, Hendrik Blockeel |
Unsupervised Relational Representation Learning via Clustering: Preliminary Results. |
CoRR |
2016 |
DBLP BibTeX RDF |
|
| 1 | Sebastijan Dumancic, Hendrik Blockeel |
An expressive dissimilarity measure for relational clustering using neighbourhood trees. |
CoRR |
2016 |
DBLP BibTeX RDF |
|
| 1 | Toon van Craenendonck, Hendrik Blockeel |
Constraint-Based Clustering Selection. |
CoRR |
2016 |
DBLP BibTeX RDF |
|
| 1 | Leonor Becerra-Bonache, Hendrik Blockeel, María Galván, François Jacquenet |
Learning Language Models from Images with ReGLL. |
ECML/PKDD (3) |
2016 |
DBLP DOI BibTeX RDF |
|
| 1 | Leonor Becerra-Bonache, Hendrik Blockeel, María Galván, François Jacquenet |
Relational Grounded Language Learning. |
ECAI |
2016 |
DBLP DOI BibTeX RDF |
|
| 1 | Sebastijan Dumancic, Hendrik Blockeel |
An Efficient and Expressive Similarity Measure for Relational Clustering Using Neighbourhood Trees. |
ECAI |
2016 |
DBLP DOI BibTeX RDF |
|
| 1 | Hendrik Blockeel, Svetlana Valevich |
A Simple Framework for Theta-Subsumption Testing in Prolog. |
ILP (Short Papers) |
2016 |
DBLP BibTeX RDF |
|
| 1 | Hendrik Blockeel |
Identifying Non-Redundant Literals in Clauses with Uniqueness Propagation. |
ILP (Short Papers) |
2016 |
DBLP BibTeX RDF |
|
| 1 | Aäron Verachtert, Hendrik Blockeel, Jesse Davis |
Dynamic Early Stopping for Naive Bayes. |
IJCAI |
2016 |
DBLP BibTeX RDF |
|
| 1 | Hendrik Blockeel |
Data Mining: From Procedural to Declarative Approaches. |
New Generation Comput. |
2015 |
DBLP DOI BibTeX RDF |
|
| 1 | Hossein Rahmani, Hendrik Blockeel, Andreas Bender |
Using a Human Disease Network for augmenting prior knowledge about diseases. |
Intell. Data Anal. |
2015 |
DBLP DOI BibTeX RDF |
|
| 1 | Maurice Bruynooghe, Hendrik Blockeel, Bart Bogaerts 0001, Broes De Cat, Stef De Pooter, Joachim Jansen, Anthony Labarre, Jan Ramon, Marc Denecker, Sicco Verwer |
Predicate logic as a modeling language: modeling and solving some machine learning and data mining problems with IDP3. |
TPLP |
2015 |
DBLP DOI BibTeX RDF |
|
| 1 | Toon van Craenendonck, Hendrik Blockeel |
Limitations of Using Constraint Set Utility in Semi-Supervised Clustering. |
MetaSel@PKDD/ECML |
2015 |
DBLP BibTeX RDF |
|
| 1 | Antoine Adam, Hendrik Blockeel |
Dealing with Overlapping Clustering: A Constraint-based Approach to Algorithm Selection. |
MetaSel@PKDD/ECML |
2015 |
DBLP BibTeX RDF |
|
| 1 | Leonor Becerra-Bonache, Hendrik Blockeel, María Galván, François Jacquenet |
A First-Order-Logic Based Model for Grounded Language Learning. |
IDA |
2015 |
DBLP DOI BibTeX RDF |
|
| 1 | Denny Verbeeck, Hendrik Blockeel |
Slower Can Be Faster: The iRetis Incremental Model Tree Learner. |
IDA |
2015 |
DBLP DOI BibTeX RDF |
|
| 1 | Nima Taghipour, Daan Fierens, Jesse Davis, Hendrik Blockeel |
Lifted Variable Elimination: Decoupling the Operators from the Constraint Language. |
CoRR |
2014 |
DBLP BibTeX RDF |
|
| 1 | Gitte Vanwinckelen, Hendrik Blockeel |
Look before you leap: Some insights into learner evaluation with cross-validation. |
SSDM@ECML/PKDD |
2014 |
DBLP BibTeX RDF |
|
| 1 | Hendrik Blockeel, Matthijs van Leeuwen, Veronica Vinciotti (eds.) |
Advances in Intelligent Data Analysis XIII - 13th International Symposium, IDA 2014, Leuven, Belgium, October 30 - November 1, 2014. Proceedings |
IDA |
2014 |
DBLP DOI BibTeX RDF |
|
| 1 | Hendrik Blockeel, Kristian Kersting, Siegfried Nijssen, Filip Zelezný |
Guest editor's introduction: special issue of the ECML PKDD 2013 journal track. |
Data Min. Knowl. Discov. |
2013 |
DBLP DOI BibTeX RDF |
|
| 1 | Hendrik Blockeel, Kristian Kersting, Siegfried Nijssen, Filip Zelezný |
Guest editor's introduction: special issue of the ECML PKDD 2013 journal track. |
Machine Learning |
2013 |
DBLP DOI BibTeX RDF |
|
| 1 | Nima Taghipour, Daan Fierens, Jesse Davis, Hendrik Blockeel |
Lifted Variable Elimination: Decoupling the Operators from the Constraint Language. |
J. Artif. Intell. Res. |
2013 |
DBLP DOI BibTeX RDF |
|
| 1 | Pirooz Shamsinejadbabaki, Mohamad Saraee, Hendrik Blockeel |
Causality-based cost-effective action mining. |
Intell. Data Anal. |
2013 |
DBLP DOI BibTeX RDF |
|
| 1 | Maurice Bruynooghe, Hendrik Blockeel, Bart Bogaerts 0001, Broes De Cat, Stef De Pooter, Joachim Jansen, Anthony Labarre, Jan Ramon, Marc Denecker, Sicco Verwer |
Predicate Logic as a Modeling Language: Modeling and Solving some Machine Learning and Data Mining Problems with IDP3. |
CoRR |
2013 |
DBLP BibTeX RDF |
|
| 1 | Nima Taghipour, Jesse Davis, Hendrik Blockeel |
First-Order Decomposition Trees. |
CoRR |
2013 |
DBLP BibTeX RDF |
|
| 1 | Robert Brijder, Hendrik Blockeel |
On the inference of non-confluent NLC graph grammars. |
J. Log. Comput. |
2013 |
DBLP DOI BibTeX RDF |
|
| 1 | Hendrik Blockeel |
Statistical Relational Learning. |
Handbook on Neural Information Processing |
2013 |
DBLP DOI BibTeX RDF |
|
| 1 | Hendrik Blockeel, Kristian Kersting, Siegfried Nijssen, Filip Zelezný (eds.) |
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part I |
ECML/PKDD (1) |
2013 |
DBLP DOI BibTeX RDF |
|
| 1 | Hendrik Blockeel, Kristian Kersting, Siegfried Nijssen, Filip Zelezný (eds.) |
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part II |
ECML/PKDD (2) |
2013 |
DBLP DOI BibTeX RDF |
|
| 1 | Hendrik Blockeel, Kristian Kersting, Siegfried Nijssen, Filip Zelezný (eds.) |
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part III |
ECML/PKDD (3) |
2013 |
DBLP DOI BibTeX RDF |
|
| 1 | Antoine Adam, Hendrik Blockeel, Sander Govers, Abram Aertsen |
SCCQL : A Constraint-Based Clustering System. |
ECML/PKDD (3) |
2013 |
DBLP DOI BibTeX RDF |
|
| 1 | Pan Hu, Celine Vens, Bart Verstrynge, Hendrik Blockeel |
Generalizing from Example Clusters. |
Discovery Science |
2013 |
DBLP DOI BibTeX RDF |
|
| 1 | Nima Taghipour, Daan Fierens, Guy Van den Broeck, Jesse Davis, Hendrik Blockeel |
On the Completeness of Lifted Variable Elimination. |
AAAI Workshop: Statistical Relational Artificial Intelligence |
2013 |
DBLP BibTeX RDF |
|
| 1 | Eduardo P. Costa, Sicco Verwer, Hendrik Blockeel |
Estimating Prediction Certainty in Decision Trees. |
IDA |
2013 |
DBLP DOI BibTeX RDF |
|
| 1 | Denny Verbeeck, Francis Maes, Kurt De Grave, Hendrik Blockeel |
Multi-objective optimization with surrogate trees. |
GECCO |
2013 |
DBLP DOI BibTeX RDF |
|
| 1 | Nima Taghipour, Jesse Davis, Hendrik Blockeel |
Generalized Counting for Lifted Variable Elimination. |
ILP |
2013 |
DBLP DOI BibTeX RDF |
|
| 1 | Nima Taghipour, Jesse Davis, Hendrik Blockeel |
First-order Decomposition Trees. |
NIPS |
2013 |
DBLP BibTeX RDF |
|
| 1 | Celine Vens, Bart Verstrynge, Hendrik Blockeel |
Semi-supervised Clustering with Example Clusters. |
KDIR/KMIS |
2013 |
DBLP DOI BibTeX RDF |
|
| 1 | Nima Taghipour, Daan Fierens, Guy Van den Broeck, Jesse Davis, Hendrik Blockeel |
Completeness Results for Lifted Variable Elimination. |
AISTATS |
2013 |
DBLP BibTeX RDF |
|
| 1 | Joris Maervoet, Celine Vens, Greet Vanden Berghe, Hendrik Blockeel, Patrick De Causmaecker |
Outlier detection in relational data: A case study in geographical information systems. |
Expert Syst. Appl. |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Nima Taghipour, Daan Fierens, Jesse Davis, Hendrik Blockeel |
Lifted Variable Elimination with Arbitrary Constraints. |
AISTATS |
2012 |
DBLP BibTeX RDF |
|
| 1 | Hendrik Blockeel, Toon Calders, Élisa Fromont, Bart Goethals, Adriana Prado, Céline Robardet |
An inductive database system based on virtual mining views. |
Data Min. Knowl. Discov. |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Joaquin Vanschoren, Hendrik Blockeel, Bernhard Pfahringer, Geoffrey Holmes |
Experiment databases - A new way to share, organize and learn from experiments. |
Machine Learning |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Nima Taghipour, Daan Fierens, Guy Van den Broeck, Jesse Davis, Hendrik Blockeel |
Lifted Variable Elimination: A Novel Operator and Completeness Results |
CoRR |
2012 |
DBLP BibTeX RDF |
|
| 1 | Hendrik Blockeel, Kristian Kersting, Siegfried Nijssen, Filip Zelezný |
A Revised Publication Model for ECML PKDD |
CoRR |
2012 |
DBLP BibTeX RDF |
|
| 1 | Hossein Rahmani, Hendrik Blockeel, Andreas Bender |
Predicting Genes Involved in Human Cancer Using Network Contextual Information. |
J. Integrative Bioinformatics |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Hendrik Blockeel, Bart Bogaerts 0001, Maurice Bruynooghe, Broes De Cat, Stef De Pooter, Marc Denecker, Anthony Labarre, Jan Ramon, Sicco Verwer |
Modeling Machine Learning and Data Mining Problems with FO(·). |
ICLP (Technical Communications) |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Werner Uwents, Gabriele Monfardini, Hendrik Blockeel, Marco Gori, Franco Scarselli |
Neural networks for relational learning: an experimental comparison. |
Machine Learning |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Hendrik Blockeel, Karsten M. Borgwardt, Luc De Raedt, Pedro M. Domingos, Kristian Kersting, Xifeng Yan |
Guest editorial to the special issue on inductive logic programming, mining and learning in graphs and statistical relational learning. |
Machine Learning |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Hendrik Blockeel, Luc Dehaspe, Bart Demoen, Gerda Janssens, Jan Ramon, Henk Vandecasteele |
Improving the Efficiency of Inductive Logic Programming Through the Use of Query Packs |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Tijn Witsenburg, Hendrik Blockeel |
Improving the Accuracy of Similarity Measures by Using Link Information. |
ISMIS |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Tijn Witsenburg, Hendrik Blockeel |
K-Means Based Approaches to Clustering Nodes in Annotated Graphs. |
ISMIS |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Robert Brijder, Hendrik Blockeel |
Characterizing Compressibility of Disjoint Subgraphs with NLC Grammars. |
LATA |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Hossein Rahmani, Hendrik Blockeel, Andreas Bender |
Collaboration-Based Function Prediction in Protein-Protein Interaction Networks. |
IDA |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Beau Piccart, Hendrik Blockeel, Andy Georges, Lieven Eeckhout |
Predictive Learning in Two-Way Datasets. |
ILP (Late Breaking Papers) |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Beau Piccart, Andy Georges, Hendrik Blockeel, Lieven Eeckhout |
Ranking commercial machines through data transposition. |
IISWC |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Soumya Ray, Stephen Scott, Hendrik Blockeel |
Multi-Instance Learning. |
Encyclopedia of Machine Learning |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Hendrik Blockeel |
Hypothesis Language. |
Encyclopedia of Machine Learning |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Hendrik Blockeel |
Observation Language. |
Encyclopedia of Machine Learning |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Jan Struyf, Hendrik Blockeel |
Relational Learning. |
Encyclopedia of Machine Learning |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Hendrik Blockeel |
Bias Specification Language. |
Encyclopedia of Machine Learning |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Hendrik Blockeel |
Hypothesis Space. |
Encyclopedia of Machine Learning |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Hossein Rahmani, Hendrik Blockeel, Andreas Bender |
Predicting the functions of proteins in Protein-Protein Interaction networks from global information. |
MLSB |
2010 |
DBLP BibTeX RDF |
|
| 1 | Leander Schietgat, Celine Vens, Jan Struyf, Hendrik Blockeel, Dragi Kocev, Saso Dzeroski |
Predicting gene function using hierarchical multi-label decision tree ensembles. |
BMC Bioinformatics |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Daan Fierens, Jan Ramon, Hendrik Blockeel, Maurice Bruynooghe |
A comparison of pruning criteria for probability trees. |
Machine Learning |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Kristien Van Loon, Fabian Güiza Grandas, Geert Meyfroidt, Jean-Marie Aerts, Jan Ramon, Hendrik Blockeel, Maurice Bruynooghe, Greta Van den Berghe, Daniel Berckmans |
Prediction of Clinical Conditions after Coronary Bypass Surgery using Dynamic Data Analysis. |
J. Medical Systems |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Celine Vens, Leander Schietgat, Jan Struyf, Hendrik Blockeel, Dragi Kocev, Saso Dzeroski |
Predicting Gene Function using Predictive Clustering Trees. |
Inductive Databases and Constraint-Based Data Mining |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Joaquin Vanschoren, Hendrik Blockeel |
Experiment Databases. |
Inductive Databases and Constraint-Based Data Mining |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Hendrik Blockeel, Toon Calders, Élisa Fromont, Adriana Prado, Bart Goethals, Céline Robardet |
Inductive Querying with Virtual Mining Views. |
Inductive Databases and Constraint-Based Data Mining |
2010 |
DBLP DOI BibTeX RDF |
|
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