Isaac Triguero Velázquez
Isaac Triguero Velázquez
Assistant Professor in Data Science, School of Computer Science, University of Nottingham
Verified email at nottingham.ac.uk - Homepage
TitleCited byYear
A taxonomy and experimental study on prototype generation for nearest neighbor classification
I Triguero, J Derrac, S Garcia, F Herrera
IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2011
2052011
MRPR: A MapReduce solution for prototype reduction in big data classification
I Triguero, D Peralta, J Bacardit, S García, F Herrera
neurocomputing 150, 331-345, 2015
1572015
Self-labeled techniques for semi-supervised learning: taxonomy, software and empirical study
I Triguero, S García, F Herrera
Knowledge and Information Systems 42, 245-284, 2015
1552015
kNN-IS: An Iterative Spark-based design of the k-Nearest Neighbors classifier for big data
J Maillo, S Ramírez, I Triguero, F Herrera
Knowledge-Based Systems 117, 3-15, 2017
1052017
Differential evolution for optimizing the positioning of prototypes in nearest neighbor classification
I Triguero, S García, F Herrera
Pattern Recognition 44 (4), 901-916, 2011
1032011
Evolutionary-based selection of generalized instances for imbalanced classification
S Garcı, I Triguero, CJ Carmona, F Herrera
Knowledge-Based Systems 25 (1), 3-12, 2012
972012
A survey on fingerprint minutiae-based local matching for verification and identification: Taxonomy and experimental evaluation
D Peralta, M Galar, I Triguero, D Paternain, S García, E Barrenechea, ...
Information Sciences 315, 67-87, 2015
832015
ROSEFW-RF: the winner algorithm for the ECBDL’14 big data competition: an extremely imbalanced big data bioinformatics problem
I Triguero, S del Río, V López, J Bacardit, JM Benítez, F Herrera
Knowledge-Based Systems 87, 69-79, 2015
732015
Evolutionary feature selection for big data classification: A mapreduce approach
D Peralta, S del Río, S Ramírez-Gallego, I Triguero, JM Benitez, F Herrera
Mathematical Problems in Engineering 2015, 2015
682015
Fast fingerprint identification for large databases
D Peralta, I Triguero, R Sanchez-Reillo, F Herrera, JM Benítez
Pattern Recognition 47 (2), 588-602, 2014
532014
A mapreduce-based k-nearest neighbor approach for big data classification
J Maillo, I Triguero, F Herrera
2015 IEEE Trustcom/BigDataSE/ISPA 2, 167-172, 2015
492015
A survey of fingerprint classification Part I: Taxonomies on feature extraction methods and learning models
M Galar, J Derrac, D Peralta, I Triguero, D Paternain, C Lopez-Molina, ...
Knowledge-based systems 81, 76-97, 2015
482015
On the characterization of noise filters for self-training semi-supervised in nearest neighbor classification
I Triguero, JA Sáez, J Luengo, S García, F Herrera
Neurocomputing 132, 30-41, 2014
482014
IPADE: Iterative prototype adjustment for nearest neighbor classification
I Triguero, S García, F Herrera
IEEE Transactions on Neural Networks 21 (12), 1984-1990, 2010
452010
Integrating instance selection, instance weighting, and feature weighting for nearest neighbor classifiers by coevolutionary algorithms
J Derrac, I Triguero, S García, F Herrera
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 42 …, 2012
432012
SEG-SSC: A Framework Based on Synthetic Examples Generation for Self-Labeled Semi-Supervised Classification
I Triguero, S García
IEEE Transactions on Cybernetics 45 (4), 622-634, 2015
402015
KEEL 3.0: an open source software for multi-stage analysis in data mining
I Triguero, S González, JM Moyano, S García López, J Alcalá Fernández, ...
Atlantis Press, 2017
392017
Addressing imbalanced classification with instance generation techniques: IPADE-ID
V López, I Triguero, CJ Carmona, S García, F Herrera
Neurocomputing 126, 15-28, 2014
352014
A survey of fingerprint classification Part II: Experimental analysis and ensemble proposal
M Galar, J Derrac, D Peralta, I Triguero, D Paternain, C Lopez-Molina, ...
Knowledge-Based Systems 81, 98-116, 2015
342015
Minutiae filtering to improve both efficacy and efficiency of fingerprint matching algorithms
D Peralta, M Galar, I Triguero, O Miguel-Hurtado, JM Benitez, F Herrera
Engineering Applications of Artificial Intelligence 32, 37-53, 2014
342014
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Articles 1–20