Preprocessing noisy imbalanced datasets using SMOTE enhanced with fuzzy rough prototype selection
Verbiest, Nele, Ramentol, Enislay, Cornelis, Chris, Herrera, Francisco
Published in Applied soft computing (01.09.2014)
Published in Applied soft computing (01.09.2014)
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Journal Article
IFROWANN: Imbalanced Fuzzy-Rough Ordered Weighted Average Nearest Neighbor Classification
Ramentol, Enislay, Vluymans, Sarah, Verbiest, Nele, Caballero, Yaile, Bello, Rafael, Cornelis, Chris, Herrera, Francisco
Published in IEEE transactions on fuzzy systems (01.10.2015)
Published in IEEE transactions on fuzzy systems (01.10.2015)
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Journal Article
Multi-adjoint fuzzy rough sets: Definition, properties and attribute selection
Cornelis, Chris, Medina, Jesús, Verbiest, Nele
Published in International journal of approximate reasoning (01.01.2014)
Published in International journal of approximate reasoning (01.01.2014)
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Journal Article
Conference Proceeding
Evolutionary wrapper approaches for training set selection as preprocessing mechanism for support vector machines: Experimental evaluation and support vector analysis
Verbiest, Nele, Derrac, Joaquín, Cornelis, Chris, García, Salvador, Herrera, Francisco
Published in Applied soft computing (01.01.2016)
Published in Applied soft computing (01.01.2016)
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Journal Article
Trust and distrust aggregation enhanced with path length incorporation
Verbiest, Nele, Cornelis, Chris, Victor, Patricia, Herrera-Viedma, Enrique
Published in Fuzzy sets and systems (01.09.2012)
Published in Fuzzy sets and systems (01.09.2012)
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Journal Article
Ordered Weighted Average Based Fuzzy Rough Sets
Cornelis, Chris, Verbiest, Nele, Jensen, Richard
Published in Rough Set and Knowledge Technology (2010)
Published in Rough Set and Knowledge Technology (2010)
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Book Chapter
METHOD AND ENERGY MANAGEMENT SYSTEM FOR PREVENTING HIGH ENERGY USAGE PEAKS
VAN REMORTEL, Bart, VERBIEST, Nele, GOEMAERE, Geert, DE BOCK, Yannick
Year of Publication 14.08.2024
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Year of Publication 14.08.2024
Patent