Domingo Ortiz-Boyer

Publication Activity (10 Years)

Years Active: 2001-2022
Publications (10 Years): 2

Top Topics

Instance Selection

Nearest Neighbor

Top Venues

Eng. Appl. Artif. Intell.

ICDM (Workshops)

Publications

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 (2022)
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)
Colin Fyfe, Domingo Ortiz-Boyer, Nicolás García-Pedrajas
Evolutionary algorithms and cross entropy. Int. J. Knowl. Based Intell. Eng. Syst. 16 (4) (2012)
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) (2012)
Nicolás García-Pedrajas, César Hervás-Martínez, Domingo Ortiz-Boyer
CIXL2: A Crossover Operator for Evolutionary Algorithms Based on Population Features CoRR (2011)
Nicolás García-Pedrajas, Domingo Ortiz-Boyer
An empirical study of binary classifier fusion methods for multiclass classification. Inf. Fusion 12 (2) (2011)
Nicolás García-Pedrajas, Domingo Ortiz-Boyer, María D. García-Pedrajas, Colin Fyfe
Class Imbalance Methods for Translation Initiation Site Recognition. IEA/AIE (1) (2010)
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) (2010)
Nicolás García-Pedrajas, Domingo Ortiz-Boyer
Boosting k-nearest neighbor classifier by means of input space projection. Expert Syst. Appl. 36 (7) (2009)
Nicolás García-Pedrajas, Domingo Ortiz-Boyer
Boosting random subspace method. Neural Networks 21 (9) (2008)
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) (2008)
Nicolás García-Pedrajas, Domingo Ortiz-Boyer
A cooperative constructive method for neural networks for pattern recognition. Pattern Recognit. 40 (1) (2007)
Domingo Ortiz-Boyer, César Hervás-Martínez, Nicolás García-Pedrajas
Improving crossover operator for real-coded genetic algorithms using virtual parents. J. Heuristics 13 (3) (2007)
Nicolás García-Pedrajas, Domingo Ortiz-Boyer
Improving Multiclass Pattern Recognition by the Combination of Two Strategies. IEEE Trans. Pattern Anal. Mach. Intell. 28 (6) (2006)
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) (2006)
Nicolás García-Pedrajas, Domingo Ortiz-Boyer, Rafael del Castillo Gomariz, César Hervás-Martínez
Cascade Ensembles. IWANN (2005)
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) (2005)
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 (2005)
César Hervás-Martínez, Domingo Ortiz-Boyer
Analyzing the statistical features of CIXL2 crossover offspring. Soft Comput. 9 (4) (2005)
Francisco J. Martínez-Estudillo, César Hervás-Martínez, Alfonso C. Martínez-Estudillo, Domingo Ortiz-Boyer
Memetic Algorithms to Product-Unit Neural Networks for Regression. IWANN (2005)
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)
Nicolás García-Pedrajas, Domingo Ortiz-Boyer, César Hervás-Martínez
Cooperative coevolution of generalized multi-layer perceptrons. Neurocomputing 56 (2004)
Rafael del Castillo Gomariz, César Hervás-Martínez, Sebastián Ventura, Domingo Ortiz-Boyer
Application of Crossover Operators Based on Confidence Interval in Modeling Problems Using Real-Coding Genetic Algorithms. CAEPIA (2003)
Eloy Sanz-Tapia, Nicolás García-Pedrajas, Domingo Ortiz-Boyer, César Hervás-Martínez
Node Level Crossover Applied to Neural Network Evolution. IWANN (1) (2003)
César Hervás-Martínez, Domingo Ortiz-Boyer, Nicolás García-Pedrajas
Theoretical Analysis of the Confidence Interval Based Crossover for Real-Coded Genetic Algorithms. PPSN (2002)
Domingo Ortiz-Boyer, César Hervás-Martínez, Nicolás García-Pedrajas
Crossover Operator Effect in Function Optimization with Constraints. PPSN (2002)
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)
Domingo Ortiz-Boyer, César Hervás-Martínez, José Muñoz-Pérez
Genetic algorithms with crossover based on confidence interval as an alternative to traditional nonlinear regression methods. ESANN (2001)