Concepedia

Jan Struyf

JS

14

Publications

1.6K

Citations

13

H-Index

2000

Active since

Affiliations

KU Leuven(Current)

Jožef Stefan Institute

Universidade Federal do Rio de Janeiro

University of Oxford

University of Wisconsin–Madison

Jan Struyf is an author at KU Leuven specializing in engineering, data science, and data mining.

Top concepts

Data MiningEngineeringData ScienceComputer ScienceKnowledge DiscoveryMachine LearningPredictive AnalyticsPattern RecognitionInformation RetrievalManagement

Publications per year

2000–2012

14

Publications

14

Decision trees for hierarchical multi-label classification

Celine Vens, Jan Struyf, Leander Schietgat et al. · Machine Learning · 2008 · 641 citations · Full text

Engineering, Information Retrieval, Data Science +9

Tree ensembles for predicting structured outputs

Dragi Kocev, Celine Vens, Jan Struyf et al. · Pattern Recognition · 2012 · 265 citations · Full text

Natural Language Processing, Engineering, Machine Learning +8

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

Efficient algorithms for decision tree cross-validation

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

Artificial Intelligence, Engineering, Machine Learning +13

Hierarchical multi-classification

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

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