Jan Struyf

KU Leuven — Belgium

Computer Science · Physical Sciences

20h-index2.4kcitations74works0.02yr avg
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Research Topics

Data Mining Algorithms and Applications(31), Advanced Database Systems and Queries(12), Rough Sets and Fuzzy Logic(11), Bayesian Modeling and Causal Inference(11), Data Management and Algorithms(10)

Publications74 total

Relational Learning
Encyclopedia of Machine Learning and Data Mining·2017· 1 cited
Tree ensembles for predicting structured outputs
Pattern Recognition·2012· 265 citedOpen Access
Relational Learning
Encyclopedia of Machine Learning·2010· 5 cited
Contextual variable elimination with overlapping contexts
Lirias (KU Leuven)·2010· 2 citedOpen Access
Alleviating the Sparsity Problem in Collaborative Filtering by using an Adapted Distance and a Graph-based Method
2010· 13 cited
Finding explained groups of time-course gene expression profiles with predictive clustering trees
Molecular BioSystems·2010· 29 citedOpen Access
Predicting gene function using hierarchical multi-label decision tree ensembles
BMC Bioinformatics·2010· 197 citedOpen Access
Constrained Predictive Clustering
2010· 1 cited
CP-Logic Theory Inference with Contextual Variable Elimination and Comparison to BDD Based Inference Methods
Lecture notes in computer science·2010· 25 citedOpen Access
Predicting Gene Function using Predictive Clustering Trees
2010· 8 citedOpen Access
Analyzing time series gene expression data with predictive clustering rules
Lirias (KU Leuven)·2009Open Access
First-Order Bayes-Ball for CP-Logic
Lirias (KU Leuven)·2009· 7 citedOpen Access
Experimental comparison of CP-logic theory inference methods
Lirias (KU Leuven)·2009· 1 citedOpen Access
Decision trees for hierarchical multi-label classification
Machine Learning·2008· 641 citedOpen Access
Selective inductive transfer
Lirias (KU Leuven)·2008· 1 citedOpen Access
Learning Ground CP-logic Theories by means of Bayesian Network Techniques
Lirias (KU Leuven)·2008· 8 citedOpen Access
Predicting gene function in S. cerevisiae and A. thaliana using hierarchical multi-label decision tree ensembles
Lirias (KU Leuven)·2008· 9 citedOpen Access
Combining gene expression, demographic and clinical data in modeling disease: a case study of bipolar disorder and schizophrenia
BMC Genomics·2008· 45 citedOpen Access
Empirical Asymmetric Selective Transfer in Multi-objective Decision Trees
Lecture notes in computer science·2008· 10 citedOpen Access
Learning Ground CP-Logic Theories by Leveraging Bayesian Network Learning Techniques
Lirias (KU Leuven)·2008· 36 citedOpen Access
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Frequent Co-authors

Hendrik Blockeel(33), Sašo Džeroski(20), Leander Schietgat(7), Dragi Kocev(7), Celine Vens(6), Jan Ramon(6), Amanda Clare(4), Wannes Meert(4), Gerda Janssens(3), Wim Van Laer(3), David Page(3), Ivica Slavkov(3), Peter Flach(3), Darek Krzywania(3), Sofie Verbaeten(3), Maurice Bruynooghe(2), Vı́tor Santos Costa(2), Rui Camacho(2), Bart Demoen(2), Henk Vandecasteele(2)