Sarah Vluymans

16 papers B 3Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2019 — book
Dealing with Imbalanced and Weakly Labelled Data in Machine Learning using Fuzzy and Rough Set Methods
Sarah Vluymans
2019 J jnl
Weight selection strategies for ordered weighted average based fuzzy rough sets.
Inf. Sci.
Sarah Vluymans, Neil Mac Parthaláin, Chris Cornelis, Yvan Saeys
2018 J jnl
Dynamic affinity-based classification of multi-class imbalanced data with one-versus-one decomposition: a fuzzy rough set approach.
Knowl. Inf. Syst.
Sarah Vluymans, Alberto Fernández, Yvan Saeys, Chris Cornelis, Francisco Herrera
2018 J jnl
Multi-label classification using a fuzzy rough neighborhood consensus.
Inf. Sci.
Sarah Vluymans, Chris Cornelis, Francisco Herrera, Yvan Saeys
2016 J jnl
EPRENNID: An evolutionary prototype reduction based ensemble for nearest neighbor classification of imbalanced data.
Neurocomputing
Sarah Vluymans, Isaac Triguero, Chris Cornelis, Yvan Saeys
2016 J jnl
Fuzzy Multi-Instance Classifiers.
IEEE Trans. Fuzzy Syst.
Sarah Vluymans, Dánel Sánchez Tarragó, Yvan Saeys, Chris Cornelis, Francisco Herrera
2016 J jnl
Fuzzy rough classifiers for class imbalanced multi-instance data.
Pattern Recognit.
Sarah Vluymans, Dánel Sánchez Tarragó, Yvan Saeys, Chris Cornelis, Francisco Herrera
2016 B conf
Fuzzy rough sets for self-labelling: An exploratory analysis.
FUZZ-IEEE
Sarah Vluymans, Neil Mac Parthaláin, Chris Cornelis, Yvan Saeys
2016 J jnl
Improving nearest neighbor classification using Ensembles of Evolutionary Generated Prototype Subsets.
Appl. Soft Comput.
Nele Verbiest, Sarah Vluymans, Chris Cornelis, Nicolás García-Pedrajas, Yvan Saeys
2016 — book
Multiple Instance Learning - Foundations and Algorithms
Francisco Herrera, Sebastián Ventura, Rafael Bello, Chris Cornelis, Amelia Zafra, Dánel Sánchez Tarragó, Sarah Vluymans
2015 J jnl
Applications of Fuzzy Rough Set Theory in Machine Learning: a Survey.
Fundam. Informaticae
Sarah Vluymans, Lynn D'eer, Yvan Saeys, Chris Cornelis
2015 — conf
Distributed fuzzy rough prototype selection for Big Data regression.
NAFIPS/WConSC
Sarah Vluymans, Hasan Asfoor, Yvan Saeys, Chris Cornelis, Matthew E. Tolentino, Ankur Teredesai, Martine De Cock
2015 B conf
Evolutionary undersampling for imbalanced big data classification.
CEC
Isaac Triguero, Mikel Galar, Sarah Vluymans, Chris Cornelis, Humberto Bustince, Francisco Herrera, Yvan Saeys
2015 B conf
Fuzzy Rough Set Prototype Selection for Regression.
FUZZ-IEEE
Sarah Vluymans, Yvan Saeys, Chris Cornelis, Ankur Teredesai, Martine De Cock
2015 J jnl
IFROWANN: Imbalanced Fuzzy-Rough Ordered Weighted Average Nearest Neighbor Classification.
IEEE Trans. Fuzzy Syst.
Enislay Ramentol, Sarah Vluymans, Nele Verbiest, Yaile Caballero, Rafael Bello, Chris Cornelis, Francisco Herrera
2015 — conf
Semi-Supervised Fuzzy-Rough Feature Selection.
RSFDGrC
Richard Jensen, Sarah Vluymans, Neil Mac Parthaláin, Chris Cornelis, Yvan Saeys