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ORCIDNicolás García-Pedrajas
Publications
- 2022
[j63]Juan Antonio Romero del Castillo, Manuel Mendoza-Hurtado
, Domingo Ortiz-Boyer, Nicolás García-Pedrajas:
Local-based k values for multi-label k-nearest neighbors rule. Eng. Appl. Artif. Intell. 116: 105487 (2022)- 2021
- [c28]Juan Antonio Romero del Castillo, Domingo Ortiz-Boyer, Nicolás García-Pedrajas:
Instance selection for multi-label learning based on a scalable evolutionary algorithm. ICDM (Workshops) 2021: 843-851 - 2012
- [j30]Nicolás García-Pedrajas, Javier Pérez-Rodríguez, María D. García-Pedrajas, Domingo Ortiz-Boyer, Colin Fyfe:
Class imbalance methods for translation initiation site recognition in DNA sequences. Knowl. Based Syst. 25(1): 22-34 (2012) - [j29]Colin Fyfe, Domingo Ortiz-Boyer, Nicolás García-Pedrajas:
Evolutionary algorithms and cross entropy. Int. J. Knowl. Based Intell. Eng. Syst. 16(4): 215-221 (2012) - 2011
- [j25]Nicolás García-Pedrajas, Domingo Ortiz-Boyer:
An empirical study of binary classifier fusion methods for multiclass classification. Inf. Fusion 12(2): 111-130 (2011) - [i1]Nicolás García-Pedrajas, César Hervás-Martínez, Domingo Ortiz-Boyer:
CIXL2: A Crossover Operator for Evolutionary Algorithms Based on Population Features. CoRR abs/1109.2146 (2011) - 2010
- [j22]Nicolás García-Pedrajas, Juan Antonio Romero del Castillo, Domingo Ortiz-Boyer:
A cooperative coevolutionary algorithm for instance selection for instance-based learning. Mach. Learn. 78(3): 381-420 (2010) - [c14]Nicolás García-Pedrajas, Domingo Ortiz-Boyer, María D. García-Pedrajas, Colin Fyfe:
Class Imbalance Methods for Translation Initiation Site Recognition. IEA/AIE (1) 2010: 327-336 - 2009
- [j20]Nicolás García-Pedrajas, Domingo Ortiz-Boyer:
Boosting k-nearest neighbor classifier by means of input space projection. Expert Syst. Appl. 36(7): 10570-10582 (2009) - 2008
- [j16]Nicolás García-Pedrajas, Domingo Ortiz-Boyer:
Boosting random subspace method. Neural Networks 21(9): 1344-1362 (2008) - [j15]Domingo Ortiz-Boyer, César Hervás-Martínez, Nicolás García-Pedrajas:
Robust confidence intervals applied to crossover operator for real-coded genetic algorithms. Soft Comput. 12(8): 809-833 (2008) - 2007
- [j13]Domingo Ortiz-Boyer, César Hervás-Martínez, Nicolás García-Pedrajas:
Improving crossover operator for real-coded genetic algorithms using virtual parents. J. Heuristics 13(3): 265-314 (2007) - [j10]Nicolás García-Pedrajas, Domingo Ortiz-Boyer:
A cooperative constructive method for neural networks for pattern recognition. Pattern Recognit. 40(1): 80-98 (2007) - 2006
- [j8]Nicolás García-Pedrajas, Domingo Ortiz-Boyer, César Hervás-Martínez:
An alternative approach for neural network evolution with a genetic algorithm: Crossover by combinatorial optimization. Neural Networks 19(4): 514-528 (2006) - [j7]Nicolás García-Pedrajas, Domingo Ortiz-Boyer:
Improving Multiclass Pattern Recognition by the Combination of Two Strategies. IEEE Trans. Pattern Anal. Mach. Intell. 28(6): 1001-1006 (2006) - 2005
- [j5]Domingo Ortiz-Boyer, César Hervás-Martínez, Nicolás García-Pedrajas:
CIXL2: A Crossover Operator for Evolutionary Algorithms Based on Population Features. J. Artif. Intell. Res. 24: 1-48 (2005) - [j4]Nicolás García-Pedrajas, César Hervás-Martínez, Domingo Ortiz-Boyer:
Cooperative coevolution of artificial neural network ensembles for pattern classification. IEEE Trans. Evol. Comput. 9(3): 271-302 (2005) - [c7]Domingo Ortiz-Boyer, Rafael del Castillo Gomariz, Nicolás García-Pedrajas, César Hervás-Martínez:
Crossover effect over penalty methods in function optimization with constraints. Congress on Evolutionary Computation 2005: 1127-1134 - [c6]Nicolás García-Pedrajas, Domingo Ortiz-Boyer, Rafael del Castillo Gomariz, César Hervás-Martínez:
Cascade Ensembles. IWANN 2005: 598-603 - 2004
- [j3]Nicolás García-Pedrajas, Domingo Ortiz-Boyer, César Hervás-Martínez:
Cooperative coevolution of generalized multi-layer perceptrons. Neurocomputing 56: 257-283 (2004) - 2003
- [c5]Eloy Sanz-Tapia, Nicolás García-Pedrajas, Domingo Ortiz-Boyer, César Hervás-Martínez:
Node Level Crossover Applied to Neural Network Evolution. IWANN (1) 2003: 518-525 - 2002
- [c4]César Hervás-Martínez, Domingo Ortiz-Boyer, Nicolás García-Pedrajas:
Theoretical Analysis of the Confidence Interval Based Crossover for Real-Coded Genetic Algorithms. PPSN 2002: 153-161 - [c3]Domingo Ortiz-Boyer, César Hervás-Martínez, Nicolás García-Pedrajas:
Crossover Operator Effect in Function Optimization with Constraints. PPSN 2002: 184-193 - 2001
- [c2]Nicolás García-Pedrajas, Eloy Sanz-Tapia, Domingo Ortiz-Boyer, César Hervás-Martínez:
Introducing Multi-objective Optimization in Cooperative Coevolution of Neural Networks. IWANN (1) 2001: 645-652
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