Multi-label classification using a fuzzy rough neighborhood consensus
Vluymans, Sarah, Cornelis, Chris, Herrera, Francisco, Saeys, Yvan
Published in Information sciences (01.04.2018)
Published in Information sciences (01.04.2018)
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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
Weight selection strategies for ordered weighted average based fuzzy rough sets
Vluymans, Sarah, Mac Parthaláin, Neil, Cornelis, Chris, Saeys, Yvan
Published in Information sciences (01.10.2019)
Published in Information sciences (01.10.2019)
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Journal Article
Fuzzy rough classifiers for class imbalanced multi-instance data
Vluymans, Sarah, Sánchez Tarragó, Dánel, Saeys, Yvan, Cornelis, Chris, Herrera, Francisco
Published in Pattern recognition (01.05.2016)
Published in Pattern recognition (01.05.2016)
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Journal Article
Applications of Fuzzy Rough Set Theory in Machine Learning: a Survey
Vluymans, Sarah, D’eer, Lynn, Saeys, Yvan, Cornelis, Chris
Published in Fundamenta informaticae (09.12.2015)
Published in Fundamenta informaticae (09.12.2015)
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Journal Article
Dynamic affinity-based classification of multi-class imbalanced data with one-versus-one decomposition: a fuzzy rough set approach
Vluymans, Sarah, Fernández, Alberto, Saeys, Yvan, Cornelis, Chris, Herrera, Francisco
Published in Knowledge and information systems (01.07.2018)
Published in Knowledge and information systems (01.07.2018)
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Journal Article
Fuzzy Multi-Instance Classifiers
Vluymans, Sarah, Sanchez Tarrago, Danel, Saeys, Yvan, Cornelis, Chris, Herrera, Francisco
Published in IEEE transactions on fuzzy systems (01.12.2016)
Published in IEEE transactions on fuzzy systems (01.12.2016)
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Journal Article
Fuzzy rough sets for self-labelling: An exploratory analysis
Vluymans, Sarah, Mac Parthalain, Neil, Cornelis, Chris, Saeys, Yvan
Published in 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (01.07.2016)
Published in 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (01.07.2016)
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Conference Proceeding
Distributed fuzzy rough prototype selection for Big Data regression
Vluymans, Sarah, Asfoor, Hasan, Saeys, Yvan, Cornelis, Chris, Tolentino, Matthew, Teredesai, Ankur, De Cock, Martine
Published in 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC) (01.08.2015)
Published in 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC) (01.08.2015)
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Conference Proceeding
Fuzzy Rough Set Prototype Selection for Regression
Vluymans, Sarah, Saeys, Yvan, Cornelis, Chris, Teredesai, Ankur, De Cock, Martine
Published in 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (01.08.2015)
Published in 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (01.08.2015)
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Conference Proceeding
Imbalanced Multi-instance Data
Bello, Rafael, Zafra, Amelia, Vluymans, Sarah, Sánchez-Tarragó, Dánel, Cornelis, Chris, Herrera, Francisco, Ventura, Sebastián
Published in Multiple Instance Learning (2016)
Published in Multiple Instance Learning (2016)
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Book Chapter
Multiple Instance Learning
Bello, Rafael, Zafra, Amelia, Vluymans, Sarah, Sánchez-Tarragó, Dánel, Cornelis, Chris, Herrera, Francisco, Ventura, Sebastián
Published in Multiple Instance Learning (2016)
Published in Multiple Instance Learning (2016)
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Book Chapter
Multi-instance Regression
Bello, Rafael, Zafra, Amelia, Vluymans, Sarah, Sánchez-Tarragó, Dánel, Cornelis, Chris, Herrera, Francisco, Ventura, Sebastián
Published in Multiple Instance Learning (2016)
Published in Multiple Instance Learning (2016)
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Book Chapter
Introduction
Herrera, Francisco, Ventura, Sebastián, Bello, Rafael, Cornelis, Chris, Zafra, Amelia, Sánchez-Tarragó, Dánel, Vluymans, Sarah
Published in Multiple Instance Learning (09.11.2016)
Published in Multiple Instance Learning (09.11.2016)
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Book Chapter