2009 |
29 | EE | Aida de Haro-García,
Nicolás García-Pedrajas:
A divide-and-conquer recursive approach for scaling up instance selection algorithms.
Data Min. Knowl. Discov. 18(3): 392-418 (2009) |
2008 |
28 | EE | Cesar García-Osorio,
Nicolás García-Pedrajas:
Constructing ensembles of classifiers using linear projections based on misclassified instances.
ESANN 2008: 283-288 |
27 | EE | Cesar García-Osorio,
Iñigo Mediavilla-Sáiz,
Javier Jimeno-Visitación,
Nicolás García-Pedrajas:
Teaching push-down automata and turing machines.
ITiCSE 2008: 316 |
26 | EE | Cesar García-Osorio,
Carlos Gómez-Palacios,
Nicolás García-Pedrajas:
A tool for teaching LL and LR parsing algorithms.
ITiCSE 2008: 317 |
25 | EE | Nicolás García-Pedrajas,
Colin Fyfe:
Evolving Output Codes for Multiclass Problems.
IEEE Trans. Evolutionary Computation 12(1): 93-106 (2008) |
24 | EE | Nicolás García-Pedrajas,
Colin Fyfe:
Construction of classifier ensembles by means of artificial immune systems.
J. Heuristics 14(3): 285-310 (2008) |
23 | EE | Nicolás García-Pedrajas,
Domingo Ortiz-Boyer:
Boosting random subspace method.
Neural Networks 21(9): 1344-1362 (2008) |
22 | EE | 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 |
21 | EE | 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) |
20 | EE | Nicolás García-Pedrajas,
Cesar García-Osorio,
Colin Fyfe:
Nonlinear Boosting Projections for Ensemble Construction.
Journal of Machine Learning Research 8: 1-33 (2007) |
19 | EE | Nicolás García-Pedrajas,
Colin Fyfe:
Immune network based ensembles.
Neurocomputing 70(7-9): 1155-1166 (2007) |
18 | EE | Nicolás García-Pedrajas,
Domingo Ortiz-Boyer:
A cooperative constructive method for neural networks for pattern recognition.
Pattern Recognition 40(1): 80-98 (2007) |
2006 |
17 | EE | Nicolás García-Pedrajas,
Colin Fyfe:
Immune Network based Ensembles.
ESANN 2006: 437-442 |
16 | EE | Rafael del Castillo Gomariz,
Nicolás García-Pedrajas:
Classification by means of Evolutionary Response Surfaces.
ESANN 2006: 443-448 |
15 | EE | Nicolás García-Pedrajas:
Cooperative Coevolution of Neural Networks and Ensembles of Neural Networks.
Multi-Objective Machine Learning 2006: 465-490 |
14 | EE | 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) |
13 | EE | Alfonso C. Martínez-Estudillo,
Francisco J. Martínez-Estudillo,
César Hervás-Martínez,
Nicolás García-Pedrajas:
Evolutionary product unit based neural networks for regression.
Neural Networks 19(4): 477-486 (2006) |
12 | EE | 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) |
2005 |
11 | EE | 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 |
10 | EE | Nicolás García-Pedrajas,
Domingo Ortiz-Boyer,
Rafael del Castillo Gomariz,
César Hervás-Martínez:
Cascade Ensembles.
IWANN 2005: 598-603 |
9 | EE | Nicolás García-Pedrajas,
César Hervás-Martínez,
Domingo Ortiz-Boyer:
Cooperative coevolution of artificial neural network ensembles for pattern classification.
IEEE Trans. Evolutionary Computation 9(3): 271-302 (2005) |
8 | EE | Domingo Ortiz-Boyer,
César Hervás-Martínez,
Nicolás García-Pedrajas:
CIXL2: A Crossover Operator for Evolutionary Algorithms Based on Population Features.
J. Artif. Intell. Res. (JAIR) 24: 1-48 (2005) |
2004 |
7 | EE | Nicolás García-Pedrajas,
Domingo Ortiz-Boyer,
César Hervás-Martínez:
Cooperative coevolution of generalized multi-layer perceptrons.
Neurocomputing 56: 257-283 (2004) |
2003 |
6 | EE | 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 |
5 | EE | 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 |
4 | EE | Domingo Ortiz-Boyer,
César Hervás-Martínez,
Nicolás García-Pedrajas:
Crossover Operator Effect in Function Optimization with Constraints.
PPSN 2002: 184-193 |
3 | EE | Nicolás García-Pedrajas,
César Hervás-Martínez,
José Muñoz-Pérez:
Multi-objective cooperative coevolution of artificial neural networks (multi-objective cooperative networks).
Neural Networks 15(10): 1259-1278 (2002) |
2001 |
2 | EE | 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 |
1992 |
1 | | César Hervás-Martínez,
E. J. Romero Soto,
Nicolás García-Pedrajas,
Rafael Medina Carnicer:
Comparison Between Artificial Neural Networks and Classical Statsitical Methods in Pattern Recognition.
IPMU 1992: 351-360 |