Nele Verbiest
According to our database1,
Nele Verbiest
authored at least 26 papers
between 2009 and 2016.
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Bibliography
2016
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
2015
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
2014
Int. J. Approx. Reason., 2014
Preprocessing noisy imbalanced datasets using SMOTE enhanced with fuzzy rough prototype selection.
Appl. Soft Comput., 2014
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
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014
Proceedings of the Data Classification: Algorithms and Applications, 2014
2013
ACM Trans. Web, 2013
On the use of evolutionary feature selection for improving fuzzy rough set based prototype selection.
Soft Comput., 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
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2013
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the FUZZ-IEEE 2013, 2013
2012
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
Proceedings of the FUZZ-IEEE 2012, 2012
2010
Proceedings of the Rough Set and Knowledge Technology - 5th International Conference, 2010
Proceedings of the Trends in Applied Intelligent Systems, 2010
2009
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009