Nele Verbiest

Publication Activity (10 Years)

Years Active: 2009-2016
Publications (10 Years): 4

Top Topics

Nearest Neighbour Classification

Prototype Selection

Word Sense Disambiguation

Imbalanced Data

Top Venues

Appl. Soft Comput.

Fuzzy Sets Syst.

Publications

Nele Verbiest, Joaquín Derrac, Chris Cornelis, Salvador García, Francisco Herrera
Evolutionary wrapper approaches for training set selection as preprocessing mechanism for support vector machines: Experimental evaluation and support vector analysis. Appl. Soft Comput. 38 (2016)
Nele Verbiest, Sarah Vluymans, Chris Cornelis, Nicolás García-Pedrajas, Yvan Saeys
Improving nearest neighbor classification using Ensembles of Evolutionary Generated Prototype Subsets. Appl. Soft Comput. 44 (2016)
Lynn D'eer, Nele Verbiest, Chris Cornelis, Lluís Godo
A comprehensive study of implicator-conjunctor-based and noise-tolerant fuzzy rough sets: Definitions, properties and robustness analysis. Fuzzy Sets Syst. 275 (2015)
Enislay Ramentol, Sarah Vluymans, Nele Verbiest, Yaile Caballero, Rafael Bello, Chris Cornelis, Francisco Herrera
IFROWANN: Imbalanced Fuzzy-Rough Ordered Weighted Average Nearest Neighbor Classification. IEEE Trans. Fuzzy Syst. 23 (5) (2015)
Hasan Asfoor, Rajagopalan Srinivasan, Gayathri Vasudevan, Nele Verbiest, Chris Cornelis, Matthew E. Tolentino, Ankur Teredesai, Martine De Cock
Computing fuzzy rough approximations in large scale information systems. IEEE BigData (2014)
Chris Cornelis, Jesús Medina, Nele Verbiest
Multi-adjoint fuzzy rough sets: Definition, properties and attribute selection. Int. J. Approx. Reason. 55 (1) (2014)
Lynn D'eer, Nele Verbiest
Improving the β-Precision and OWA Based Fuzzy Rough Set Models: Definitions, Properties and Robustness Analysis. RSCTC (2014)
Nele Verbiest, Enislay Ramentol, Chris Cornelis, Francisco Herrera
Preprocessing noisy imbalanced datasets using SMOTE enhanced with fuzzy rough prototype selection. Appl. Soft Comput. 22 (2014)
Nele Verbiest
Multi Threshold FRPS: A New Approach to Fuzzy Rough Set Prototype Selection. RSCTC (2014)
Nele Verbiest, Chris Cornelis, Francisco Herrera
FRPS: A Fuzzy Rough Prototype Selection method. Pattern Recognit. 46 (10) (2013)
Patricia Victor, Nele Verbiest, Chris Cornelis, Martine De Cock
Enhancing the trust-based recommendation process with explicit distrust. ACM Trans. Web 7 (2) (2013)
Joaquín Derrac, Nele Verbiest, Salvador García, Chris Cornelis, Francisco Herrera
On the use of evolutionary feature selection for improving fuzzy rough set based prototype selection. Soft Comput. 17 (2) (2013)
Kiyana Zolfaghar, Nele Verbiest, Jayshree Agarwal, Naren Meadem, Si-Chi Chin, Senjuti Basu Roy, Ankur Teredesai, David Hazel, Paul Amoroso, Lester Reed
Predicting Risk-of-Readmission for Congestive Heart Failure Patients: A Multi-Layer Approach. CoRR (2013)
Nele Verbiest, Chris Cornelis, Richard Jensen
Quality, frequency and similarity based fuzzy nearest neighbor classification. FUZZ-IEEE (2013)
Lynn D'eer, Nele Verbiest, Chris Cornelis, Lluís Godo
Implicator-Conjunctor Based Models of Fuzzy Rough Sets: Definitions and Properties. RSFDGrC (2013)
Kiyana Zolfaghar, Jayshree Agarwal, Deepthi Sistla, Si-Chi Chin, Senjuti Basu Roy, Nele Verbiest
Risk-O-Meter: an intelligent clinical risk calculator. KDD (2013)
Nele Verbiest, Chris Cornelis, Francisco Herrera
OWA-FRPS: A Prototype Selection Method Based on Ordered Weighted Average Fuzzy Rough Set Theory. RSFDGrC (2013)
Nele Verbiest, Enislay Ramentol, Chris Cornelis, Francisco Herrera
Improving SMOTE with Fuzzy Rough Prototype Selection to Detect Noise in Imbalanced Classification Data. IBERAMIA (2012)
Nele Verbiest, Chris Cornelis, Richard Jensen
Fuzzy rough positive region based nearest neighbour classification. FUZZ-IEEE (2012)
Dieter Mourisse, Els Lefever, Nele Verbiest, Yvan Saeys, Martine De Cock, Chris Cornelis
SBFC: An Efficient Feature Frequency-Based Approach to Tackle Cross-Lingual Word Sense Disambiguation. TSD (2012)
Nele Verbiest, Chris Cornelis, Patricia Victor, Enrique Herrera-Viedma
Trust and distrust aggregation enhanced with path length incorporation. Fuzzy Sets Syst. 202 (2012)
Chris Cornelis, Nele Verbiest, Richard Jensen
Ordered Weighted Average Based Fuzzy Rough Sets. RSKT (2010)
Nele Verbiest, Chris Cornelis, Patricia Victor, Enrique Herrera-Viedma
Strategies for Incorporating Knowledge Defects and Path Length in Trust Aggregation. IEA/AIE (3) (2010)
Nele Verbiest, Chris Cornelis, Yvan Saeys
Valued Constraint Satisfaction Problems Applied to Functional Harmony. IFSA/EUSFLAT Conf. (2009)