| 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 | 256 | 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 | 222 | 2003 |
| CIXL2: a crossover operator for evolutionary algorithms based on population features D Ortiz-Boyer, C Hervás-Martínez, N García-Pedrajas Journal of Artificial Intelligence Research 24, 1-48, 2005 | 160 | 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 | 119 | 2006 |
| Constructing ensembles of classifiers by means of weighted instance selection N García-Pedrajas IEEE Transactions on Neural Networks 20 (2), 258-277, 2009 | 110 | 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 …, 2005 | 98 | 2005 |
| Evolutionary product unit based neural networks for regression A Martínez-Estudillo, F Martínez-Estudillo, C Hervás-Martínez, ... Neural Networks 19 (4), 477-486, 2006 | 97 | 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 | 90 | 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 | 84 | 2002 |
| Nonlinear boosting projections for ensemble construction NÃĄ GarcÃa-Pedrajas, CÃĐ GarcÃa-Osorio, C Fyfe Journal of Machine Learning Research 8 (Jan), 1-33, 2007 | 83 | 2007 |
| 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 | 82 | 2009 |
| 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 | 74 | 2010 |
| 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 | 74 | 1999 |
| 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 | 72 | 2012 |
| An empirical study of binary classifier fusion methods for multiclass classification N García-Pedrajas, D Ortiz-Boyer Information Fusion 12 (2), 111-130, 2011 | 70 | 2011 |
| 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 | 62 | 2010 |
| Boosting random subspace method N García-Pedrajas, D Ortiz-Boyer Neural Networks 21 (9), 1344-1362, 2008 | 58 | 2008 |
| A cooperative constructive method for neural networks for pattern recognition N García-Pedrajas, D Ortiz-Boyer Pattern Recognition 40 (1), 80-98, 2007 | 58 | 2007 |
| A divide-and-conquer recursive approach for scaling up instance selection algorithms A de Haro-García, N García-Pedrajas Data Mining and Knowledge Discovery 18 (3), 392-418, 2009 | 49 | 2009 |
| OligoIS: Scalable instance selection for class-imbalanced data sets N Garcia-Pedrajas, J Perez-Rodriguez, A de Haro-Garcia IEEE transactions on cybernetics 43 (1), 332-346, 2012 | 44 | 2012 |
