Jan Struyf

Decision trees for hierarchical multi-label classification

Celine Vens, Jan Struyf, Leander Schietgat et al. · Machine Learning · 2008 · 645 citations · Full text

Computing, Data Science, Data Mining +8

Tree ensembles for predicting structured outputs

Dragi Kocev, Celine Vens, Jan Struyf et al. · Pattern Recognition · 2012 · 270 citations · Full text

Computing, Computer Science, Data Science +12

Predicting gene function using hierarchical multi-label decision tree ensembles

Leander Schietgat, Celine Vens, Jan Struyf et al. · BMC Bioinformatics · 2010 · 197 citations · Full text

Life Sciences, Bioinformatics, Biology +15

Efficient algorithms for decision tree cross-validation

Hendrik Blockeel, Jan Struyf · ArXiv.org · 2001 · 130 citations · Full text

Computing, Computer Science, Algorithms +11

Hierarchical multi-classification

Hendrik Blockeel, Maurice Bruynooghe, Sašo Džeroski et al. · Lirias (KU Leuven) · 2002 · 72 citations · Full text

Computing, Bioinformatics, Computational Biology +14