Concepedia

Sarah Vluymans

SV

10

Publications

454

Citations

10

H-Index

2014

Active since

Affiliations

Universidad de Granada(Current)

Ghent University

VIB-UGent Center for Inflammation Research

King Abdulaziz University

Universidad Central "Marta Abreu" de las Villas (UCLV)

Sarah Vluymans is an author at Universidad de Granada specializing in engineering, data science, and data mining.

Top concepts

EngineeringData MiningData ScienceMachine LearningKnowledge DiscoveryPattern RecognitionFuzzy LogicComputer ScienceStatisticsPredictive Analytics

Publications per year

2014–2019

10

Publications

10

IFROWANN: Imbalanced Fuzzy-Rough Ordered Weighted Average Nearest Neighbor Classification

Enislay Ramentol, Sarah Vluymans, Nele Verbiest et al. · IEEE Transactions on Fuzzy Systems · 2014 · 106 citations

Data Classification, Fuzzy Logic, Imbalanced Data +15

Applications of Fuzzy Rough Set Theory in Machine Learning: a Survey

Sarah Vluymans, Lynn D’eer, Yvan Saeys et al. · Fundamenta Informaticae · 2015 · 56 citations

Artificial Intelligence, Vague Data, Engineering +17

Fuzzy rough classifiers for class imbalanced multi-instance data

Sarah Vluymans, Dánel Sánchez Tarragó, Yvan Saeys et al. · Pattern Recognition · 2015 · 55 citations

Instance-based Learning, Fuzzy Logic, Engineering +9

Evolutionary undersampling for imbalanced big data classification

Isaac Triguero, Mikel Galar, Sarah Vluymans et al. · 2015 · 54 citations

Cluster Computing, Engineering, Machine Learning +21

Multi-label classification using a fuzzy rough neighborhood consensus

Sarah Vluymans, Chris Cornelis, Francisco Herrera et al. · Information Sciences · 2017 · 54 citations

Fuzzy Logic, Multi-label Classification, Machine Learning +9

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