| 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 | 276 | 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 | 206 | 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 |
| 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 | 133 | 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 | 133 | 2006 |
| 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 | 128 | 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 | 117 | 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 | 116* | 2002 |
| Nonlinear boosting projections for ensemble construction N García-Pedrajas, C García-Osorio, C Fyfe Dale Schuurmans, 2007 | 115 | 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 | 105 | 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 | 103 | 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 | 95 | 2010 |
| Boosting random subspace method N García-Pedrajas, D Ortiz-Boyer Neural Networks 21 (9), 1344-1362, 2008 | 85 | 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 | 77 | 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 | 69 | 2012 |
