Nele Verbiest

According to our database1, Nele Verbiest authored at least 26 papers between 2009 and 2016.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.



In proceedings 
PhD thesis 




Improving nearest neighbor classification using Ensembles of Evolutionary Generated Prototype Subsets.
Appl. Soft Comput., 2016

Evolutionary wrapper approaches for training set selection as preprocessing mechanism for support vector machines: Experimental evaluation and support vector analysis.
Appl. Soft Comput., 2016

Fuzzy-Rough Hybridization.
Proceedings of the Springer Handbook of Computational Intelligence, 2015

IFROWANN: Imbalanced Fuzzy-Rough Ordered Weighted Average Nearest Neighbor Classification.
IEEE Trans. Fuzzy Syst., 2015

A comprehensive study of implicator-conjunctor-based and noise-tolerant fuzzy rough sets: Definitions, properties and robustness analysis.
Fuzzy Sets Syst., 2015

Multi-adjoint fuzzy rough sets: Definition, properties and attribute selection.
Int. J. Approx. Reason., 2014

Preprocessing noisy imbalanced datasets using SMOTE enhanced with fuzzy rough prototype selection.
Appl. Soft Comput., 2014

Multi Threshold FRPS: A New Approach to Fuzzy Rough Set Prototype Selection.
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.
Proceedings of the Rough Sets and Current Trends in Computing, 2014

Computing fuzzy rough approximations in large scale information systems.
Proceedings of the 2014 IEEE International Conference on Big Data, 2014

Evaluation of Classification Methods.
Proceedings of the Data Classification: Algorithms and Applications, 2014

Enhancing the trust-based recommendation process with explicit distrust.
ACM Trans. Web, 2013

On the use of evolutionary feature selection for improving fuzzy rough set based prototype selection.
Soft Comput., 2013

FRPS: A Fuzzy Rough Prototype Selection method.
Pattern Recognit., 2013

Predicting Risk-of-Readmission for Congestive Heart Failure Patients: A Multi-Layer Approach.
CoRR, 2013

OWA-FRPS: A Prototype Selection Method Based on Ordered Weighted Average Fuzzy Rough Set Theory.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2013

Implicator-Conjunctor Based Models of Fuzzy Rough Sets: Definitions and Properties.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2013

Risk-O-Meter: an intelligent clinical risk calculator.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Quality, frequency and similarity based fuzzy nearest neighbor classification.
Proceedings of the FUZZ-IEEE 2013, 2013

Trust and distrust aggregation enhanced with path length incorporation.
Fuzzy Sets Syst., 2012

SBFC: An Efficient Feature Frequency-Based Approach to Tackle Cross-Lingual Word Sense Disambiguation.
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.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2012, 2012

Fuzzy rough positive region based nearest neighbour classification.
Proceedings of the FUZZ-IEEE 2012, 2012

Ordered Weighted Average Based Fuzzy Rough Sets.
Proceedings of the Rough Set and Knowledge Technology - 5th International Conference, 2010

Strategies for Incorporating Knowledge Defects and Path Length in Trust Aggregation.
Proceedings of the Trends in Applied Intelligent Systems, 2010

Valued Constraint Satisfaction Problems Applied to Functional Harmony.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009