Search results for "Jan Struyf"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Jan Struyf, Hendrik Blockeel	Relational Learning.	Encyclopedia of Machine Learning and Data Mining	2017	DBLP DOI BibTeX RDF
1	Dragi Kocev, Celine Vens, Jan Struyf, Saso Dzeroski	Tree ensembles for predicting structured outputs.	Pattern Recognition	2013	DBLP DOI BibTeX RDF
1	Jan Struyf, Hendrik Blockeel	Relational Learning.	Encyclopedia of Machine Learning	2010	DBLP DOI 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	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	Jan Struyf, Saso Dzeroski	Constrained Predictive Clustering.	Inductive Databases and Constraint-Based Data Mining	2010	DBLP DOI BibTeX RDF
1	Beau Piccart, Jan Struyf, Hendrik Blockeel	Alleviating the Sparsity Problem in Collaborative Filtering by Using an Adapted Distance and a Graph-Based Method.	SDM	2010	DBLP DOI BibTeX RDF
1	Wannes Meert, Jan Struyf, Hendrik Blockeel	CP-Logic Theory Inference with Contextual Variable Elimination and Comparison to BDD Based Inference Methods.	ILP	2009	DBLP DOI BibTeX RDF
1	Wannes Meert, Jan Struyf, Hendrik Blockeel	Learning Ground CP-Logic Theories by Leveraging Bayesian Network Learning Techniques.	Fundam. Inform.	2008	DBLP BibTeX RDF
1	Celine Vens, Jan Struyf, Leander Schietgat, Saso Dzeroski, Hendrik Blockeel	Decision trees for hierarchical multi-label classification.	Machine Learning	2008	DBLP DOI BibTeX RDF	Precision-recall analysis, Decision trees, Hierarchical classification, Multi-label classification, Functional genomics
1	Beau Piccart, Jan Struyf, Hendrik Blockeel	Empirical Asymmetric Selective Transfer in Multi-objective Decision Trees.	Discovery Science	2008	DBLP DOI BibTeX RDF
1	Saso Dzeroski, Jan Struyf	5th international workshop on knowledge discovery in inductive databases (KDID'06): workshop report.	SIGKDD Explorations	2007	DBLP DOI BibTeX RDF
1	Saso Dzeroski, Jan Struyf (eds.)	Knowledge Discovery in Inductive Databases, 5th International Workshop, KDID 2006, Berlin, Germany, September 18, 2006, Revised Selected and Invited Papers	KDID	2007	DBLP DOI BibTeX RDF
1	Jan Struyf, Saso Dzeroski	Clustering Trees with Instance Level Constraints.	ECML	2007	DBLP DOI BibTeX RDF
1	Dragi Kocev, Celine Vens, Jan Struyf, Saso Dzeroski	Ensembles of Multi-Objective Decision Trees.	ECML	2007	DBLP DOI BibTeX RDF
1	Jesse Davis, Irene M. Ong, Jan Struyf, Elizabeth S. Burnside, David Page, Vítor Santos Costa	Change of Representation for Statistical Relational Learning.	IJCAI	2007	DBLP BibTeX RDF
1	Hendrik Blockeel, Leander Schietgat, Jan Struyf, Saso Dzeroski, Amanda Clare	Decision Trees for Hierarchical Multilabel Classification: A Case Study in Functional Genomics.	PKDD	2006	DBLP DOI BibTeX RDF
1	Dragi Kocev, Jan Struyf, Saso Dzeroski	Beam Search Induction and Similarity Constraints for Predictive Clustering Trees.	KDID	2006	DBLP DOI BibTeX RDF
1	Saso Dzeroski, Valentin Gjorgjioski, Ivica Slavkov, Jan Struyf	Analysis of Time Series Data with Predictive Clustering Trees.	KDID	2006	DBLP DOI BibTeX RDF
1	Élisa Fromont, Hendrik Blockeel, Jan Struyf	Integrating Decision Tree Learning into Inductive Databases.	KDID	2006	DBLP DOI BibTeX RDF
1	Jan Struyf, Jesse Davis, C. David Page Jr.	An Efficient Approximation to Lookahead in Relational Learners.	ECML	2006	DBLP DOI BibTeX RDF
1	Jan Struyf, Saso Dzeroski	Constraint Based Induction of Multi-objective Regression Trees.	KDID	2005	DBLP DOI BibTeX RDF
1	Bernard Zenko, Saso Dzeroski, Jan Struyf	Learning Predictive Clustering Rules.	KDID	2005	DBLP DOI BibTeX RDF
1	Jan Struyf, Saso Dzeroski, Hendrik Blockeel, Amanda Clare	Hierarchical Multi-classification with Predictive Clustering Trees in Functional Genomics.	EPIA	2005	DBLP DOI BibTeX RDF
1	Jan Struyf, Jan Ramon, Maurice Bruynooghe, Sofie Verbaeten, Hendrik Blockeel	Compact Representation of Knowledge Bases in Inductive Logic Programming.	Machine Learning	2004	DBLP DOI BibTeX RDF	scalability, efficiency, knowledge bases, Inductive Logic Programming, compact representation
1	Vítor Santos Costa, Ashwin Srinivasan, Rui Camacho, Hendrik Blockeel, Bart Demoen, Gerda Janssens, Jan Struyf, Henk Vandecasteele, Wim Van Laer	Query Transformations for Improving the Efficiency of ILP Systems.	J. Mach. Learn. Res.	2003	DBLP BibTeX RDF
1	Jan Struyf, Hendrik Blockeel	Query Optimization in Inductive Logic Programming by Reordering Literals.	ILP	2003	DBLP DOI BibTeX RDF
1	Hendrik Blockeel, Jan Struyf	Efficient Algorithms for Decision Tree Cross-validation.	J. Mach. Learn. Res.	2002	DBLP BibTeX RDF
1	Hendrik Blockeel, Jan Struyf	Deriving biased classifiers for better ROC performance.	Informatica (Slovenia)	2002	DBLP BibTeX RDF
1	Jan Struyf, Jan Ramon, Hendrik Blockeel	Compact Representation of Knowledge Bases in ILP.	ILP	2002	DBLP DOI BibTeX RDF
1	Hendrik Blockeel, Jan Struyf	Efficient algorithms for decision tree cross-validation	CoRR	2001	DBLP BibTeX RDF
1	Jan Struyf, Hendrik Blockeel	Efficient Cross-Validation in ILP.	ILP	2001	DBLP DOI BibTeX RDF
1	Hendrik Blockeel, Jan Struyf	Efficient algorithms for decision tree cross-validation.	ICML	2001	DBLP BibTeX RDF

Publications of "Jan Struyf" ( http://dblp.L3S.de/Authors/Jan_Struyf )