Nele Verbiest

According to our database, Nele Verbiest authored at least 26 papers between 2009 and 2016.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2016

Improving nearest neighbor classification using Ensembles of Evolutionary Generated Prototype Subsets.

Nele Verbiest, Sarah Vluymans, Chris Cornelis, Nicolás García-Pedrajas, Yvan Saeys

Appl. Soft Comput., 2016

Evolutionary wrapper approaches for training set selection as preprocessing mechanism for support vector machines: Experimental evaluation and support vector analysis.

Nele Verbiest, Joaquín Derrac, Chris Cornelis, Salvador García, Francisco Herrera

Appl. Soft Comput., 2016

2015

Fuzzy-Rough Hybridization.

Masahiro Inuiguchi, Wei-Zhi Wu, Chris Cornelis, Nele Verbiest

Proceedings of the Springer Handbook of Computational Intelligence, 2015

IFROWANN: Imbalanced Fuzzy-Rough Ordered Weighted Average Nearest Neighbor Classification.

Enislay Ramentol, Sarah Vluymans, Nele Verbiest, Yaile Caballero, Rafael Bello, Chris Cornelis, Francisco Herrera

IEEE Trans. Fuzzy Syst., 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

Fuzzy Sets Syst., 2015

2014

Multi-adjoint fuzzy rough sets: Definition, properties and attribute selection.

Chris Cornelis, Jesús Medina, Nele Verbiest

Int. J. Approx. Reason., 2014

Preprocessing noisy imbalanced datasets using SMOTE enhanced with fuzzy rough prototype selection.

Nele Verbiest, Enislay Ramentol, Chris Cornelis, Francisco Herrera

Appl. Soft Comput., 2014

Multi Threshold FRPS: A New Approach to Fuzzy Rough Set Prototype Selection.

Nele Verbiest

Proceedings of the Rough Sets and Current Trends in Computing, 2014

Improving the β-Precision and OWA Based Fuzzy Rough Set Models: Definitions, Properties and Robustness Analysis.

Lynn D'eer, Nele Verbiest

Proceedings of the Rough Sets and Current Trends in Computing, 2014

Computing fuzzy rough approximations in large scale information systems.

Hasan Asfoor, Rajagopalan Srinivasan, Gayathri Vasudevan, Nele Verbiest, Chris Cornelis, Matthew E. Tolentino, Ankur Teredesai, Martine De Cock

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

Evaluation of Classification Methods.

Nele Verbiest, Karel Vermeulen, Ankur Teredesai

Proceedings of the Data Classification: Algorithms and Applications, 2014

2013

Enhancing the trust-based recommendation process with explicit distrust.

Patricia Victor, Nele Verbiest, Chris Cornelis, Martine De Cock

ACM Trans. Web, 2013

On the use of evolutionary feature selection for improving fuzzy rough set based prototype selection.

Joaquín Derrac, Nele Verbiest, Salvador García, Chris Cornelis, Francisco Herrera

Soft Comput., 2013

FRPS: A Fuzzy Rough Prototype Selection method.

Nele Verbiest, Chris Cornelis, Francisco Herrera

Pattern Recognit., 2013

Predicting Risk-of-Readmission for Congestive Heart Failure Patients: A Multi-Layer Approach.

Kiyana Zolfaghar, Nele Verbiest, Jayshree Agarwal, Naren Meadem, Si-Chi Chin, Senjuti Basu Roy, Ankur Teredesai, David Hazel, Paul Amoroso, Lester Reed

CoRR, 2013

OWA-FRPS: A Prototype Selection Method Based on Ordered Weighted Average Fuzzy Rough Set Theory.

Nele Verbiest, Chris Cornelis, Francisco Herrera

Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2013

Implicator-Conjunctor Based Models of Fuzzy Rough Sets: Definitions and Properties.

Lynn D'eer, Nele Verbiest, Chris Cornelis, Lluís Godo

Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2013

Risk-O-Meter: an intelligent clinical risk calculator.

Kiyana Zolfaghar, Jayshree Agarwal, Deepthi Sistla, Si-Chi Chin, Senjuti Basu Roy, Nele Verbiest

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Quality, frequency and similarity based fuzzy nearest neighbor classification.

Nele Verbiest, Chris Cornelis, Richard Jensen

Proceedings of the FUZZ-IEEE 2013, 2013

2012

Trust and distrust aggregation enhanced with path length incorporation.

Nele Verbiest, Chris Cornelis, Patricia Victor, Enrique Herrera-Viedma

Fuzzy Sets Syst., 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

Proceedings of the Text, Speech and Dialogue - 15th International Conference, 2012

Improving SMOTE with Fuzzy Rough Prototype Selection to Detect Noise in Imbalanced Classification Data.

Nele Verbiest, Enislay Ramentol, Chris Cornelis, Francisco Herrera

Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2012, 2012

Fuzzy rough positive region based nearest neighbour classification.

Nele Verbiest, Chris Cornelis, Richard Jensen

Proceedings of the FUZZ-IEEE 2012, 2012

2010

Ordered Weighted Average Based Fuzzy Rough Sets.

Chris Cornelis, Nele Verbiest, Richard Jensen

Proceedings of the Rough Set and Knowledge Technology - 5th International Conference, 2010

Strategies for Incorporating Knowledge Defects and Path Length in Trust Aggregation.

Nele Verbiest, Chris Cornelis, Patricia Victor, Enrique Herrera-Viedma

Proceedings of the Trends in Applied Intelligent Systems, 2010

2009

Valued Constraint Satisfaction Problems Applied to Functional Harmony.

Nele Verbiest, Chris Cornelis, Yvan Saeys

Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009