Concepedia
Statistics
Publications
14
Citations
690
H-Index
12
Active since
2012
Affiliations
Ghent University(Current)
Universidad de Granada
King Abdulaziz University
University of Camagüey
University of Washington Tacoma
Nele Verbiest is an author at Ghent University specializing in computing, machine learning, and rough set theory.
Publications per year
2012–2016
Preprocessing noisy imbalanced datasets using SMOTE enhanced with fuzzy rough prototype selection
Nele Verbiest, Enislay Ramentol, Chris Cornelis et al. · Applied Soft Computing · 2014 · 110 citations
Computing, Data Science, Data Mining +9
IFROWANN: Imbalanced Fuzzy-Rough Ordered Weighted Average Nearest Neighbor Classification
Enislay Ramentol, Sarah Vluymans, Nele Verbiest et al. · IEEE Transactions on Fuzzy Systems · 2014 · 108 citations
Computing, Computer Science, Data Science +16
A comprehensive study of implicator–conjunctor-based and noise-tolerant fuzzy rough sets: Definitions, properties and robustness analysis
Lynn D’eer, Nele Verbiest, Chris Cornelis · Fuzzy Sets and Systems · 2014 · 102 citations · Full text
Natural Sciences, Mathematics, Optimization +11
Multi-adjoint fuzzy rough sets: Definition, properties and attribute selection
Chris Cornelis, Jesús Medina, Nele Verbiest · International Journal of Approximate Reasoning · 2013 · 66 citations
Business, Computer Science, Mathematics +12
FRPS: A Fuzzy Rough Prototype Selection method
Nele Verbiest, Chris Cornelis, Francisco Herrera · Pattern Recognition · 2013 · 60 citations
Business, Computer Engineering, Multi-criteria Decision Making +2
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