Sarah Vluymans
No current affiliation with UGent
- ORCID iD
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0000-0003-1782-8114
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Weight selection strategies for ordered weighted average based fuzzy rough sets
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- PhD Thesis
- open access
Dealing with imbalanced and weakly labelled data in machine learning using fuzzy and rough set methods
(2018) -
Multi-label classification using a fuzzy rough neighborhood consensus
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Dynamic affinity-based classification of multi-class imbalanced data with one-versus-one decomposition : a fuzzy rough set approach
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Fuzzy rough sets for self-labelling : an exploratory analysis
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Fuzzy multi-instance classifiers
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Multiple instance learning : foundations and algorithms
(2016) -
EPRENNID : an evolutionary prototype reduction based ensemble for nearest neighbor classification of imbalanced data
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Improving nearest neighbor classification using Ensembles of Evolutionary Generated Prototype Subsets
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Fuzzy rough classifiers for class imbalanced multi-instance data