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N. Verbiest · SciRah

Researcher profile · Semantic Scholar

N. Verbiest

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N. Verbiest — researcher profile on SciRah

h-index: 18
Works: 34
Citations: 985

Most-cited papers

Preprocessing noisy imbalanced datasets using SMOTE enhanced with fuzzy rough prototype selection
N. Verbiest, Enislay Ramentol, C. Cornelis, F. Herrera
2014Applied Soft Computing100 citations
Semantic Scholar
IFROWANN: Imbalanced Fuzzy-Rough Ordered Weighted Average Nearest Neighbor Classification
Enislay Ramentol, Sarah Vluymans, N. Verbiest, Yailé Caballero +3 more
2015IEEE transactions on fuzzy systems99 citations Open access
Semantic Scholar
A comprehensive study of implicator-conjunctor-based and noise-tolerant fuzzy rough sets: Definitions, properties and robustness analysis
Lynn D'Eer, N. Verbiest, C. Cornelis, L. Godo
2015Fuzzy Sets Syst.97 citations Open access
Semantic Scholar
Ordered Weighted Average Based Fuzzy Rough Sets
C. Cornelis, N. Verbiest, Richard Jensen
2010Rough Sets and Knowledge Technology87 citations Open access
Semantic Scholar
FRPS: A Fuzzy Rough Prototype Selection method
N. Verbiest, C. Cornelis, F. Herrera
2013Pattern Recognition62 citations
Semantic Scholar
International Journal of Approximate Reasoning Multi-adjoint Fuzzy Rough Sets: Definition, Properties and Attribute Selection
C. Cornelis, J. Medina, N. Verbiest
61 citations
Semantic Scholar
Evolutionary wrapper approaches for training set selection as preprocessing mechanism for support vector machines: Experimental evaluation and support vector analysis
N. Verbiest, J. Derrac, C. Cornelis, S. García +1 more
2016Applied Soft Computing48 citations
Semantic Scholar
Enhancing the trust-based recommendation process with explicit distrust
Patricia Victor, N. Verbiest, C. Cornelis, M. De Cock
2013TWEB47 citations Open access
Semantic Scholar
SMOTE-FRST: a new resampling method using fuzzy rough set theory
Enislay Ramentol, N. Verbiest, Rafael Bello, Yaille Caballero +2 more
201247 citations Open access
Semantic Scholar
Trust and distrust aggregation enhanced with path length incorporation
N. Verbiest, C. Cornelis, Patricia Victor, E. Herrera-Viedma
2012Fuzzy Sets Syst.41 citations Open access
Semantic Scholar
On the use of evolutionary feature selection for improving fuzzy rough set based prototype selection
J. Derrac, N. Verbiest, S. García, C. Cornelis +1 more
2013Soft Computing - A Fusion of Foundations, Methodologies and Applications31 citations
Semantic Scholar
OWA-FRPS: A Prototype Selection Method Based on Ordered Weighted Average Fuzzy Rough Set Theory
N. Verbiest, C. Cornelis, F. Herrera
2013Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing29 citations
Semantic Scholar
Fuzzy rough positive region based nearest neighbour classification
N. Verbiest, C. Cornelis, Richard Jensen
2012IEEE International Conference on Fuzzy Systems29 citations Open access
Semantic Scholar
Improving SMOTE with Fuzzy Rough Prototype Selection to Detect Noise in Imbalanced Classification Data
N. Verbiest, Enislay Ramentol, C. Cornelis, F. Herrera
2012Ibero-American Conference on AI28 citations Open access
Semantic Scholar
Exploring Preprocessing Techniques for Prediction of Risk of Readmission for Congestive Heart Failure Patients
Naren Meadem, N. Verbiest, K. Zolfaghar, Jayshree Agarwal +3 more
23 citations
Semantic Scholar
Fuzzy rough and evolutionary approaches to instance selection
N. Verbiest
201420 citations
Semantic Scholar
Risk-O-Meter: an intelligent clinical risk calculator
K. Zolfaghar, Jayshree Agarwal, Deepthi Sistla, Si-Chi Chin +2 more
2013Knowledge Discovery and Data Mining19 citations
Semantic Scholar
Predicting Risk-of-Readmission for Congestive Heart Failure Patients: A Multi-Layer Approach
K. Zolfaghar, N. Verbiest, Jayshree Agarwal, Naren Meadem +6 more
2013arXiv.org19 citations
Semantic Scholar
Fuzzy-Rough Hybridization
M. Inuiguchi, Wei-Zhi Wu, C. Cornelis, N. Verbiest
2015Handbook of Computational Intelligence17 citations
Semantic Scholar
Computing fuzzy rough approximations in large scale information systems
Hasan Asfoor, R. Srinivasan, Gayathri Vasudevan, N. Verbiest +4 more
20142014 IEEE International Conference on Big Data (Big Data)14 citations Open access
Semantic Scholar
Intelligent Systems Design and Applications - 20th International Conference on Intelligent Systems Design and Applications (ISDA 2020) held December 12-15, 2020
Sebastián Ventura, Ajith Abraham, Cristóbal Romero, F. Marcelloni +192 more
2021International Conference on Intelligent Systems Design and Applications13 citations Open access
Semantic Scholar
Improving nearest neighbor classification using Ensembles of Evolutionary Generated Prototype Subsets
N. Verbiest, Sarah Vluymans, C. Cornelis, Nicolás E. García-Pedrajas +1 more
2016Applied Soft Computing13 citations Open access
Semantic Scholar
Implicator-Conjunctor Based Models of Fuzzy Rough Sets: Definitions and Properties
Lynn D'Eer, N. Verbiest, C. Cornelis, L. Godo
2013Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing13 citations Open access
Semantic Scholar
Evaluation of Classification Methods
N. Verbiest, K. Vermeulen, A. Teredesai
2014Data Classification: Algorithms and Applications8 citations
Semantic Scholar
Quality, frequency and similarity based fuzzy nearest neighbor classification
N. Verbiest, C. Cornelis, Richard Jensen
2013IEEE International Conference on Fuzzy Systems8 citations Open access
Semantic Scholar
Strategies for Incorporating Knowledge Defects and Path Length in Trust Aggregation
N. Verbiest, C. Cornelis, Patricia Victor, E. Herrera-Viedma
2010International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems4 citations Open access
Semantic Scholar
Instance Selection for Imbalanced Data
Sarah Vluymans, N. Verbiest, C. Cornelis, Y. Saeys
20143 citations
Semantic Scholar
Multi-Adjoint Fuzzy Rough Sets
C. Cornelis, J. M. Moreno, N. Verbiest
20113 citations
Semantic Scholar
Valued Constraint Satisfaction Problems Applied to Functional Harmony
N. Verbiest, C. Cornelis, Y. Saeys
2009IFSA/EUSFLAT Conf.3 citations
Semantic Scholar
Improving the β-Precision and OWA Based Fuzzy Rough Set Models: Definitions, Properties and Robustness Analysis
Lynn D'Eer, N. Verbiest
2014International Conference on Rough Sets and Current Trends in Computing2 citations
Semantic Scholar
SBFC: An Efficient Feature Frequency-Based Approach to Tackle Cross-Lingual Word Sense Disambiguation
Dieter Mourisse, Els Lefever, N. Verbiest, Y. Saeys +2 more
2012International Conference on Text, Speech and Dialogue1 citations Open access
Semantic Scholar
Multi Threshold FRPS: A New Approach to Fuzzy Rough Set Prototype Selection
N. Verbiest
2014International Conference on Rough Sets and Current Trends in Computing0 citations
Semantic Scholar
On the use of evolutionary feature selection for improving fuzzy rough set based prototype selection
J. Derrac, N. Verbiest, S. García, C. Cornelis +1 more
2012Soft Computing - A Fusion of Foundations, Methodologies and Applications0 citations
Semantic Scholar
Aberystwyth University Ordered Weighted Average Based Fuzzy Rough Sets
C. Cornelis, N. Verbiest, Richard Jensen
20100 citations
Semantic Scholar

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