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
331 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
274 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
204 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
161 2006 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
132 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
129 2009 A Proposal for Local N García-Pedrajas, JAR Del Castillo, G Cerruela-García
IEEE transactions on neural networks and learning systems 28 (2), 470-475, 2015
126 2015 Evolutionary product unit based neural networks for regression A Martínez-Estudillo, F Martínez-Estudillo, C Hervás-Martínez, ...
Neural Networks 19 (4), 477-486, 2006
124 2006 An empirical study of binary classifier fusion methods for multiclass classification N García-Pedrajas, D Ortiz-Boyer
Information Fusion 12 (2), 111-130, 2011
118 2011 Constructing ensembles of classifiers by means of weighted instance selection N García-Pedrajas
IEEE Transactions on Neural Networks 20 (2), 258-277, 2009
118 2009 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
115 2006 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
115 * 2002 Nonlinear boosting projections for ensemble construction N García-Pedrajas, C García-Osorio, C Fyfe
Dale Schuurmans, 2007
112 2007 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
104 2010 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
102 2012 A cooperative coevolutionary algorithm for instance selection for instance-based learning N García-Pedrajas, JA Romero del Castillo, D Ortiz-Boyer
Machine Learning 78, 381-420, 2010
94 2010 Boosting random subspace method N García-Pedrajas, D Ortiz-Boyer
Neural Networks 21 (9), 1344-1362, 2008
84 2008 Random feature weights for decision tree ensemble construction J Maudes, JJ Rodríguez, C García-Osorio, N García-Pedrajas
Information Fusion 13 (1), 20-30, 2012
75 2012 A cooperative constructive method for neural networks for pattern recognition N García-Pedrajas, D Ortiz-Boyer
Pattern Recognition 40 (1), 80-98, 2007
72 2007 OligoIS: Scalable instance selection for class-imbalanced data sets N García-Pedrajas, J Perez-Rodriguez, A de Haro-García
IEEE Transactions on Cybernetics 43 (1), 332-346, 2012
66 2012 