Concepedia

Celine Vens

CV

34

Publications

2.7K

Citations

22

H-Index

2006

Active since

Affiliations

KU Leuven(Current)

IMEC

Jožef Stefan Institute

VIB-UGent Center for Inflammation Research

Stanford University

Celine Vens is an author at KU Leuven specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceData MiningMachine LearningKnowledge DiscoveryComputer SciencePredictive AnalyticsPattern RecognitionStatisticsInformation Retrieval

Publications per year

2006–2024

34

Publications

34

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

Predicting human olfactory perception from chemical features of odor molecules

Andreas Keller, Richard C. Gerkin, Yuanfang Guan et al. · Science · 2017 · 320 citations · Full text

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

Identifying discriminative classification-based motifs in biological sequences

Celine Vens, Marie‐Noëlle Rosso, Étienne Danchin · Bioinformatics · 2011 · 139 citations · Full text

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