Nicolas Garcia-Pedrajas
Nicolas Garcia-Pedrajas
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Cooperative coevolution of artificial neural network ensembles for pattern classification
N García-Pedrajas, C Hervás-Martínez, D Ortiz-Boyer
IEEE transactions on evolutionary computation 9 (3), 271-302, 2005
COVNET: a cooperative coevolutionary model for evolving artificial neural networks
N García-Pedrajas, C Hervás-Martínez, J Muñoz-Pérez
IEEE Transactions on Neural Networks 14 (3), 575-596, 2003
Cixl2: A crossover operator for evolutionary algorithms based on population features
D Ortiz-Boyer, C Hervás-Martínez, N Garcia-Pedrajas
Journal of Artificial Intelligence Research 24, 1-48, 2005
Improving multiclass pattern recognition by the combination of two strategies
N Garcia-Pedrajas, D Ortiz-Boyer
IEEE Transactions on Pattern Analysis and Machine Intelligence 28 (6), 1001-1006, 2006
Constructing ensembles of classifiers by means of weighted instance selection
N García-Pedrajas
IEEE Transactions on Neural Networks 20 (2), 258-277, 2009
Hybridization of evolutionary algorithms and local search by means of a clustering method
AC Martínez-Estudillo, C Hervás-Martínez, FJ Martínez-Estudillo, ...
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 36 …, 2006
Evolutionary product unit based neural networks for regression
A Martínez-Estudillo, F Martínez-Estudillo, C Hervás-Martínez, ...
Neural Networks 19 (4), 477-486, 2006
An alternative approach for neural network evolution with a genetic algorithm: Crossover by combinatorial optimization
N García-Pedrajas, D Ortiz-Boyer, C Hervás-Martínez
Neural Networks 19 (4), 514-528, 2006
Boosting k-nearest neighbor classifier by means of input space projection
N García-Pedrajas, D Ortiz-Boyer
Expert Systems with Applications 36 (7), 10570-10582, 2009
Nonlinear boosting projections for ensemble construction
N García-Pedrajas, C García-Osorio, C Fyfe
Dale Schuurmans, 2007
An empirical study of binary classifier fusion methods for multiclass classification
N García-Pedrajas, D Ortiz-Boyer
Information Fusion 12 (2), 111-130, 2011
Class imbalance methods for translation initiation site recognition in DNA sequences
N García-Pedrajas, J Pérez-Rodríguez, M García-Pedrajas, D Ortiz-Boyer, ...
Knowledge-Based Systems 25 (1), 22-34, 2012
Democratic instance selection: a linear complexity instance selection algorithm based on classifier ensemble concepts
C García-Osorio, A de Haro-García, N García-Pedrajas
Artificial Intelligence 174 (5-6), 410-441, 2010
A cooperative coevolutionary algorithm for instance selection for instance-based learning
N García-Pedrajas, JAR Del Castillo, D Ortiz-Boyer
Machine Learning 78 (3), 381-420, 2010
Multi-objective cooperative coevolution of artificial neural networks (multi-objective cooperative networks).
N García-Pedrajas, C Hervás-Martínez, J Muñoz-Pérez
Neural networks: the official journal of the International Neural Network …, 2002
The hairless gene of the mouse: Relationship of phenotypic effects with expression profile and genotype
M Begoña Cachón‐González, I San‐José, A Cano, J Antonio Vega, ...
Developmental dynamics: an official publication of the American Association …, 1999
Boosting random subspace method
N García-Pedrajas, D Ortiz-Boyer
Neural Networks 21 (9), 1344-1362, 2008
A Proposal for Local Values for -Nearest Neighbor Rule
N García-Pedrajas, JAR Del Castillo, G Cerruela-García
IEEE transactions on neural networks and learning systems 28 (2), 470-475, 2015
A cooperative constructive method for neural networks for pattern recognition
N García-Pedrajas, D Ortiz-Boyer
Pattern Recognition 40 (1), 80-98, 2007
A scalable approach to simultaneous evolutionary instance and feature selection
N García-Pedrajas, A De Haro-GarcíA, J PéRez-RodríGuez
Information Sciences 228, 150-174, 2013
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