Sarah Vluymans

Publication Activity (10 Years)

Years Active: 2015-2019
Publications (10 Years): 8

Top Topics

Prototype Selection

Class Imbalance

Nearest Neighbor Classification

Top Venues

IEEE Trans. Fuzzy Syst.

Fundam. Informaticae

Publications

Sarah Vluymans, Neil Mac Parthaláin, Chris Cornelis, Yvan Saeys
Weight selection strategies for ordered weighted average based fuzzy rough sets. Inf. Sci. 501 (2019)
Sarah Vluymans, Alberto Fernández, Yvan Saeys, Chris Cornelis, Francisco Herrera
Dynamic affinity-based classification of multi-class imbalanced data with one-versus-one decomposition: a fuzzy rough set approach. Knowl. Inf. Syst. 56 (1) (2018)
Sarah Vluymans, Chris Cornelis, Francisco Herrera, Yvan Saeys
Multi-label classification using a fuzzy rough neighborhood consensus. Inf. Sci. (2018)
Sarah Vluymans, Isaac Triguero, Chris Cornelis, Yvan Saeys
EPRENNID: An evolutionary prototype reduction based ensemble for nearest neighbor classification of imbalanced data. Neurocomputing 216 (2016)
Nele Verbiest, Sarah Vluymans, Chris Cornelis, Nicolás García-Pedrajas, Yvan Saeys
Improving nearest neighbor classification using Ensembles of Evolutionary Generated Prototype Subsets. Appl. Soft Comput. 44 (2016)
Sarah Vluymans, Neil Mac Parthaláin, Chris Cornelis, Yvan Saeys
Fuzzy rough sets for self-labelling: An exploratory analysis. FUZZ-IEEE (2016)
Sarah Vluymans, Dánel Sánchez Tarragó, Yvan Saeys, Chris Cornelis, Francisco Herrera
Fuzzy Multi-Instance Classifiers. IEEE Trans. Fuzzy Syst. 24 (6) (2016)
Sarah Vluymans, Dánel Sánchez Tarragó, Yvan Saeys, Chris Cornelis, Francisco Herrera
Fuzzy rough classifiers for class imbalanced multi-instance data. Pattern Recognit. 53 (2016)
Isaac Triguero, Mikel Galar, Sarah Vluymans, Chris Cornelis, Humberto Bustince, Francisco Herrera, Yvan Saeys
Evolutionary undersampling for imbalanced big data classification. CEC (2015)
Sarah Vluymans, Lynn D'eer, Yvan Saeys, Chris Cornelis
Applications of Fuzzy Rough Set Theory in Machine Learning: a Survey. Fundam. Informaticae 142 (1-4) (2015)
Richard Jensen, Sarah Vluymans, Neil Mac Parthaláin, Chris Cornelis, Yvan Saeys
Semi-Supervised Fuzzy-Rough Feature Selection. RSFDGrC (2015)
Enislay Ramentol, Sarah Vluymans, Nele Verbiest, Yaile Caballero, Rafael Bello, Chris Cornelis, Francisco Herrera
IFROWANN: Imbalanced Fuzzy-Rough Ordered Weighted Average Nearest Neighbor Classification. IEEE Trans. Fuzzy Syst. 23 (5) (2015)
Sarah Vluymans, Hasan Asfoor, Yvan Saeys, Chris Cornelis, Matthew E. Tolentino, Ankur Teredesai, Martine De Cock
Distributed fuzzy rough prototype selection for Big Data regression. NAFIPS/WConSC (2015)
Sarah Vluymans, Yvan Saeys, Chris Cornelis, Ankur Teredesai, Martine De Cock
Fuzzy Rough Set Prototype Selection for Regression. FUZZ-IEEE (2015)