Nele Verbiest
No current affiliation with UGent
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Evolutionary wrapper approaches for training set selection as preprocessing mechanism for support vector machines : experimental evaluation and support vector analysis
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Improving nearest neighbor classification using Ensembles of Evolutionary Generated Prototype Subsets
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IFROWANN : imbalanced fuzzy-rough ordered weighted average nearest neighbor classification
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- Journal Article
- A1
- open access
A comprehensive study of implicator-conjunctor based and noise-tolerant fuzzy rough sets: definitions, properties and robustness analysis
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- Conference Paper
- P1
- open access
Computing fuzzy rough approximations in large scale information systems
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Instance selection for imbalanced data
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- PhD Thesis
- open access
Fuzzy rough and evolutionary approaches to instance selection
(2014) -
Improving the β-precision and OWA based fuzzy rough set models: definitions, properties and robustness analysis
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Multi threshold FRPS: a new approach to fuzzy rough set prototype selection
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Preprocessing noisy imbalanced datasets using SMOTE enhanced with fuzzy rough prototype selection