Nele Verbiest

26 papers A* 1B 2Journal 11Unranked 10
YearRankTypeTitle / Venue / Authors
2016 J jnl
Evolutionary wrapper approaches for training set selection as preprocessing mechanism for support vector machines: Experimental evaluation and support vector analysis.
Appl. Soft Comput.
Nele Verbiest, Joaquín Derrac, Chris Cornelis, Salvador García, Francisco Herrera
2016 J jnl
Improving nearest neighbor classification using Ensembles of Evolutionary Generated Prototype Subsets.
Appl. Soft Comput.
Nele Verbiest, Sarah Vluymans, Chris Cornelis, Nicolás García-Pedrajas, Yvan Saeys
2015 J jnl
A comprehensive study of implicator-conjunctor-based and noise-tolerant fuzzy rough sets: Definitions, properties and robustness analysis.
Fuzzy Sets Syst.
Lynn D'eer, Nele Verbiest, Chris Cornelis, Lluís Godo
2015 — ch.
Fuzzy-Rough Hybridization.
Handbook of Computational Intelligence
Masahiro Inuiguchi, Wei-Zhi Wu, Chris Cornelis, Nele Verbiest
2015 J jnl
IFROWANN: Imbalanced Fuzzy-Rough Ordered Weighted Average Nearest Neighbor Classification.
IEEE Trans. Fuzzy Syst.
Enislay Ramentol, Sarah Vluymans, Nele Verbiest, Yaile Caballero, Rafael Bello, Chris Cornelis, Francisco Herrera
2014 — conf
Computing fuzzy rough approximations in large scale information systems.
IEEE BigData
Hasan Asfoor, Rajagopalan Srinivasan, Gayathri Vasudevan, Nele Verbiest, Chris Cornelis, Matthew E. Tolentino, Ankur Teredesai, Martine De Cock
2014 — ch.
Evaluation of Classification Methods.
Data Classification: Algorithms and Applications
Nele Verbiest, Karel Vermeulen, Ankur Teredesai
2014 — conf
Improving the β-Precision and OWA Based Fuzzy Rough Set Models: Definitions, Properties and Robustness Analysis.
RSCTC
Lynn D'eer, Nele Verbiest
2014 — conf
Multi Threshold FRPS: A New Approach to Fuzzy Rough Set Prototype Selection.
RSCTC
Nele Verbiest
2014 J jnl
Multi-adjoint fuzzy rough sets: Definition, properties and attribute selection.
Int. J. Approx. Reason.
Chris Cornelis, Jesús Medina, Nele Verbiest
2014 J jnl
Preprocessing noisy imbalanced datasets using SMOTE enhanced with fuzzy rough prototype selection.
Appl. Soft Comput.
Nele Verbiest, Enislay Ramentol, Chris Cornelis, Francisco Herrera
2013 J jnl
Enhancing the trust-based recommendation process with explicit distrust.
ACM Trans. Web
Patricia Victor, Nele Verbiest, Chris Cornelis, Martine De Cock
2013 J jnl
FRPS: A Fuzzy Rough Prototype Selection method.
Pattern Recognit.
Nele Verbiest, Chris Cornelis, Francisco Herrera
2013 — conf
Implicator-Conjunctor Based Models of Fuzzy Rough Sets: Definitions and Properties.
RSFDGrC
Lynn D'eer, Nele Verbiest, Chris Cornelis, Lluís Godo
2013 — conf
OWA-FRPS: A Prototype Selection Method Based on Ordered Weighted Average Fuzzy Rough Set Theory.
RSFDGrC
Nele Verbiest, Chris Cornelis, Francisco Herrera
2013 J jnl
On the use of evolutionary feature selection for improving fuzzy rough set based prototype selection.
Soft Comput.
Joaquín Derrac, Nele Verbiest, Salvador García, Chris Cornelis, Francisco Herrera
2013 J jnl
Predicting Risk-of-Readmission for Congestive Heart Failure Patients: A Multi-Layer Approach.
CoRR
Kiyana Zolfaghar, Nele Verbiest, Jayshree Agarwal, Naren Meadem, Si-Chi Chin, Senjuti Basu Roy, Ankur Teredesai, David Hazel, Paul Amoroso, Lester Reed
2013 B conf
Quality, frequency and similarity based fuzzy nearest neighbor classification.
FUZZ-IEEE
Nele Verbiest, Chris Cornelis, Richard Jensen
2013 A* conf
Risk-O-Meter: an intelligent clinical risk calculator.
KDD
Kiyana Zolfaghar, Jayshree Agarwal, Deepthi Sistla, Si-Chi Chin, Senjuti Basu Roy, Nele Verbiest
2012 B conf
Fuzzy rough positive region based nearest neighbour classification.
FUZZ-IEEE
Nele Verbiest, Chris Cornelis, Richard Jensen
2012 — conf
Improving SMOTE with Fuzzy Rough Prototype Selection to Detect Noise in Imbalanced Classification Data.
IBERAMIA
Nele Verbiest, Enislay Ramentol, Chris Cornelis, Francisco Herrera
2012 — conf
SBFC: An Efficient Feature Frequency-Based Approach to Tackle Cross-Lingual Word Sense Disambiguation.
TSD
Dieter Mourisse, Els Lefever, Nele Verbiest, Yvan Saeys, Martine De Cock, Chris Cornelis
2012 J jnl
Trust and distrust aggregation enhanced with path length incorporation.
Fuzzy Sets Syst.
Nele Verbiest, Chris Cornelis, Patricia Victor, Enrique Herrera-Viedma
2010 — conf
Ordered Weighted Average Based Fuzzy Rough Sets.
RSKT
Chris Cornelis, Nele Verbiest, Richard Jensen
2010 — conf
Strategies for Incorporating Knowledge Defects and Path Length in Trust Aggregation.
IEA/AIE (3)
Nele Verbiest, Chris Cornelis, Patricia Victor, Enrique Herrera-Viedma
2009 — conf
Valued Constraint Satisfaction Problems Applied to Functional Harmony.
IFSA/EUSFLAT Conf.
Nele Verbiest, Chris Cornelis, Yvan Saeys