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Researcher
Nele Verbiest
Profile
Projects
Publications
Activities
Awards & Distinctions
30
Results
2016
Evolutionary wrapper approaches for training set selection as preprocessing mechanism for support vector machines : experimental evaluation and support vector analysis
Nele Verbiest
Joaquin Derrac
Chris Cornelis
Salvador Garcia
Francisco Herrera
A1
Journal Article
in
APPLIED SOFT COMPUTING
2016
Improving nearest neighbor classification using Ensembles of Evolutionary Generated Prototype Subsets
Nele Verbiest
Sarah Vluymans
Chris Cornelis
Nicolás García-Pedrajas
Yvan Saeys
A1
Journal Article
in
APPLIED SOFT COMPUTING
2016
2015
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
Lluís Godo
A1
Journal Article
in
FUZZY SETS AND SYSTEMS
2015
IFROWANN : imbalanced fuzzy-rough ordered weighted average nearest neighbor classification
Enislay Ramentol
Sarah Vluymans
Nele Verbiest
Yailé Caballero
Rafael Bello
Chris Cornelis
Francisco Herrera
A1
Journal Article
in
IEEE TRANSACTIONS ON FUZZY SYSTEMS
2015
2014
Computing fuzzy rough approximations in large scale information systems
Hasan Asfoor
Rajagopalan Srinivasan
Gayathri Vasudevan
Nele Verbiest
Chris Cornelis
Matthew Tolentino
Ankur Teredesai
Martine De Cock
P1
Conference
2014
Evaluation of classification methods
Nele Verbiest
Karel Vermeulen
Ankur Teredesai
Bookchapter
in
Data classification : algorithms and applications
2014
Fuzzy rough and evolutionary approaches to instance selection
Nele Verbiest
Chris Cornelis
Yvan Saeys
Dissertation
2014
Improving the β-precision and OWA based fuzzy rough set models: definitions, properties and robustness analysis
Lynn D'eer
Nele Verbiest
P1
Conference
2014
Instance selection for imbalanced data
Sarah Vluymans
Nele Verbiest
Chris Cornelis
Yvan Saeys
C3
Conference
2014
Modelos de conjuntos rugosos difusos tolerantes al ruido: definiciones y propiedades
Lynn D'eer
Nele Verbiest
Chris Cornelis
Lluis Godo
C1
Conference
2014
Multi threshold FRPS: a new approach to fuzzy rough set prototype selection
Nele Verbiest
P1
Conference
2014
Multi-adjoint fuzzy rough sets: definition, properties and attribute selection
Chris Cornelis
Jesús Medina
Nele Verbiest
A1
Journal Article
in
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
2014
Preprocessing noisy imbalanced datasets using SMOTE enhanced with fuzzy rough prototype selection
Nele Verbiest
Enislay Ramentol
Chris Cornelis
Francisco Herrera
A1
Journal Article
in
APPLIED SOFT COMPUTING
2014
2013
Enhancing the trust-based recommendation process with explicit distrust
Patricia Victor
Nele Verbiest
Chris Cornelis
Martine De Cock
A1
Journal Article
in
ACM TRANSACTIONS ON THE WEB
2013
FRPS: a fuzzy rough prototype selection method
Nele Verbiest
Chris Cornelis
Francisco Herrera
A1
Journal Article
in
PATTERN RECOGNITION
2013
Implicator-conjunctor based models of fuzzy rough sets: definitions and properties
Lynn D'eer
Nele Verbiest
Chris Cornelis
Lluis Godo
P1
Conference
2013
OWA-FRPS : a prototype selection method based on ordered weighted average fuzzy rough set theory
Nele Verbiest
Chris Cornelis
Francisco Herrera
P1
Conference
2013
On the use of evolutionary feature selection for improving fuzzy rough set based prototype selection
Joaquin Derrac
Nele Verbiest
Salvador García
Chris Cornelis
Francisco Herrera
A1
Journal Article
in
SOFT COMPUTING
2013
Quality, frequency and similarity based fuzzy nearest neighbor classification
Nele Verbiest
Chris Cornelis
Richard Jensen
P1
Conference
2013
Risk-O-Meter: an intelligent clinical risk calculator
Kiyana Zolfaghar
Jayshree Agarwal
Deepthi Sistla
Si-Chi Chin
Senjuti Basu Roy
Nele Verbiest
C1
Conference
2013
2012
Fuzzy rough positive region based nearest neighbour classification
Nele Verbiest
Chris Cornelis
Richard Jensen
P1
Conference
2012
Improving SMOTE with Fuzzy Rough PRototype SElection to Detect Noise in Imbalanced Classification DAta
Nele Verbiest
Enislay Ramentol
Chris Cornelis
Francisco Herrera
C3
Conference
2012
SBFC: an efficient feature frequency-based approach to tackle cross-lingual word sense disambiguation
Dieter Mourisse
Els Lefever
Nele Verbiest
Yvan Saeys
Martine De Cock
Chris Cornelis
P1
Conference
2012
SMOTE-FRST: a new resampling method using fuzzy rough set theory
Enislay Ramentol
Nele Verbiest
Rafael Bello
Yaille Caballero
Chris Cornelis
Francisco Herrera
P1
Conference
2012
Selección de prototipos basada en conjuntos rugosos difusos
Nele Verbiest
Chris Cornelis
Francisco Herrera
C1
Conference
2012
Trust and distrust aggregation enhanced with path length incorporation
Nele Verbiest
Chris Cornelis
Patricia Victor
Enrique Herrera-Viedma
A1
Journal Article
in
FUZZY SETS AND SYSTEMS
2012
2011
Multi-adjoint fuzzy rough sets
Chris Cornelis
Jesus Medina Moreno
Nele Verbiest
C3
Conference
2011
2010
Ordered weighted average based fuzzy rough sets
Chris Cornelis
Nele Verbiest
Richard Jensen
C1
Conference
2010
Strategies for incorporating knowledge defects and path length in trust aggregation
Nele Verbiest
Chris Cornelis
Patricia Victor
Enrique Herrera-Viedma
P1
Conference
2010
2009
Valued constraint satisfaction problems applied to functional harmony
Nele Verbiest
Chris Cornelis
Yvan Saeys
P1
Conference
2009