Jan Struyf

According to our database, Jan Struyf authored at least 30 papers between 2001 and 2017.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2017

Relational Learning.

Jan Struyf, Hendrik Blockeel

Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

2013

Tree ensembles for predicting structured outputs.

Dragi Kocev, Celine Vens, Jan Struyf, Saso Dzeroski

Pattern Recognit., 2013

2010

Relational Learning.

Jan Struyf, Hendrik Blockeel

Proceedings of the Encyclopedia of Machine Learning, 2010

Predicting gene function using hierarchical multi-label decision tree ensembles.

Leander Schietgat, Celine Vens, Jan Struyf, Hendrik Blockeel, Dragi Kocev, Saso Dzeroski

BMC Bioinform., 2010

Alleviating the Sparsity Problem in Collaborative Filtering by Using an Adapted Distance and a Graph-Based Method.

Beau Piccart, Jan Struyf, Hendrik Blockeel

Proceedings of the SIAM International Conference on Data Mining, 2010

Predicting Gene Function using Predictive Clustering Trees.

Celine Vens, Leander Schietgat, Jan Struyf, Hendrik Blockeel, Dragi Kocev, Saso Dzeroski

Proceedings of the Inductive Databases and Constraint-Based Data Mining., 2010

Constrained Predictive Clustering.

Jan Struyf, Saso Dzeroski

Proceedings of the Inductive Databases and Constraint-Based Data Mining., 2010

2009

CP-Logic Theory Inference with Contextual Variable Elimination and Comparison to BDD Based Inference Methods.

Wannes Meert, Jan Struyf, Hendrik Blockeel

Proceedings of the Inductive Logic Programming, 19th International Conference, 2009

2008

Decision trees for hierarchical multi-label classification.

Celine Vens, Jan Struyf, Leander Schietgat, Saso Dzeroski, Hendrik Blockeel

Mach. Learn., 2008

Learning Ground CP-Logic Theories by Leveraging Bayesian Network Learning Techniques.

Wannes Meert, Jan Struyf, Hendrik Blockeel

Fundam. Informaticae, 2008

Empirical Asymmetric Selective Transfer in Multi-objective Decision Trees.

Beau Piccart, Jan Struyf, Hendrik Blockeel

Proceedings of the Discovery Science, 11th International Conference, 2008

2007

5th international workshop on knowledge discovery in inductive databases (KDID'06): workshop report.

Saso Dzeroski, Jan Struyf

SIGKDD Explor., 2007

Change of Representation for Statistical Relational Learning.

Jesse Davis, Irene M. Ong, Jan Struyf, Elizabeth S. Burnside, David Page, Vítor Santos Costa

Proceedings of the IJCAI 2007, 2007

Clustering Trees with Instance Level Constraints.

Jan Struyf, Saso Dzeroski

Proceedings of the Machine Learning: ECML 2007, 2007

Ensembles of Multi-Objective Decision Trees.

Dragi Kocev, Celine Vens, Jan Struyf, Saso Dzeroski

Proceedings of the Machine Learning: ECML 2007, 2007

2006

Decision Trees for Hierarchical Multilabel Classification: A Case Study in Functional Genomics.

Hendrik Blockeel, Leander Schietgat, Jan Struyf, Saso Dzeroski, Amanda Clare

Proceedings of the Knowledge Discovery in Databases: PKDD 2006, 2006

Beam Search Induction and Similarity Constraints for Predictive Clustering Trees.

Dragi Kocev, Jan Struyf, Saso Dzeroski

Proceedings of the Knowledge Discovery in Inductive Databases, 5th International Workshop, 2006

Integrating Decision Tree Learning into Inductive Databases.

Élisa Fromont, Hendrik Blockeel, Jan Struyf

Proceedings of the Knowledge Discovery in Inductive Databases, 5th International Workshop, 2006

Analysis of Time Series Data with Predictive Clustering Trees.

Saso Dzeroski, Valentin Gjorgjioski, Ivica Slavkov, Jan Struyf

Proceedings of the Knowledge Discovery in Inductive Databases, 5th International Workshop, 2006

An Efficient Approximation to Lookahead in Relational Learners.

Jan Struyf, Jesse Davis, C. David Page Jr.

Proceedings of the Machine Learning: ECML 2006, 2006

2005

Learning Predictive Clustering Rules.

Bernard Zenko, Saso Dzeroski, Jan Struyf

Proceedings of the Knowledge Discovery in Inductive Databases, 4th International Workshop, 2005

Constraint Based Induction of Multi-objective Regression Trees.

Jan Struyf, Saso Dzeroski

Proceedings of the Knowledge Discovery in Inductive Databases, 4th International Workshop, 2005

Hierarchical Multi-classification with Predictive Clustering Trees in Functional Genomics.

Jan Struyf, Saso Dzeroski, Hendrik Blockeel, Amanda Clare

Proceedings of the Progress in Artificial Intelligence, 2005

2004

Compact Representation of Knowledge Bases in Inductive Logic Programming.

Jan Struyf, Jan Ramon, Maurice Bruynooghe, Sofie Verbaeten, Hendrik Blockeel

Mach. Learn., 2004

2003

Query Transformations for Improving the Efficiency of ILP Systems.

Vítor Santos Costa, Ashwin Srinivasan, Rui Camacho, Hendrik Blockeel, Bart Demoen, Gerda Janssens, Jan Struyf, Henk Vandecasteele, Wim Van Laer

J. Mach. Learn. Res., 2003

Query Optimization in Inductive Logic Programming by Reordering Literals.

Jan Struyf, Hendrik Blockeel

Proceedings of the Inductive Logic Programming: 13th International Conference, 2003

2002

Efficient Algorithms for Decision Tree Cross-validation.

Hendrik Blockeel, Jan Struyf

J. Mach. Learn. Res., 2002

Deriving biased classifiers for better ROC performance.

Hendrik Blockeel, Jan Struyf

Informatica (Slovenia), 2002

Compact Representation of Knowledge Bases in ILP.

Jan Struyf, Jan Ramon, Hendrik Blockeel

Proceedings of the Inductive Logic Programming, 12th International Conference, 2002

2001

Efficient Cross-Validation in ILP.

Jan Struyf, Hendrik Blockeel

Proceedings of the Inductive Logic Programming, 11th International Conference, 2001