 | 2012 |
|---|
| 56 |       | Carlos Pardo-Aguilar,
José-Francisco Díez-Pastor,
Nicolás García-Pedrajas,
Juan J. Rodríguez,
Cesar García-Osorio:
Linear Projection Methods - An Experimental Study for Regression Problems.
ICPRAM (1) 2012: 198-204 |
| 55 |  | Nicolás García-Pedrajas,
Jesús Manuel Maudes Raedo,
Cesar García-Osorio,
Juan José Rodríguez Diez:
Supervised subspace projections for constructing ensembles of classifiers.
Inf. Sci. 193: 1-21 (2012) |
| 54 | | Jesús Maudes,
Juan J. Rodríguez Diez,
Cesar García-Osorio,
Nicolás García-Pedrajas:
Random feature weights for decision tree ensemble construction.
Information Fusion 13(1): 20-30 (2012) |
| 53 | | José Manuel Benítez,
Nicolás García-Pedrajas,
Francisco Herrera:
Special issue on "New Trends in Data Mining" NTDM.
Knowl.-Based Syst. 25(1): 1-2 (2012) |
| 52 | | 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) |
| 2011 |
|---|
| 51 | | Javier Pérez-Rodríguez,
Aida de Haro-García,
Nicolás García-Pedrajas:
Instance Selection for Class Imbalanced Problems by Means of Selecting Instances More than Once.
CAEPIA 2011: 104-113 |
| 50 | | Aida de Haro-García,
Javier Pérez-Rodríguez,
Nicolás García-Pedrajas:
A Comparison of Two Strategies for Scaling Up Instance Selection in Huge Datasets.
CAEPIA 2011: 64-73 |
| 49 | | Aida de Haro-García,
Javier Pérez-Rodríguez,
Nicolás García-Pedrajas:
Feature Selection for Translation Initiation Site Recognition.
IEA/AIE (2) 2011: 357-366 |
| 48 | | Rafael del Castillo Gomariz,
Nicolás García-Pedrajas:
Translation Initiation Site Recognition by Means of Evolutionary Response Surfaces.
IEA/AIE (2) 2011: 376-385 |
| 47 | | Javier Pérez-Rodríguez,
Nicolás García-Pedrajas:
An Evolutionary Algorithm for Gene Structure Prediction.
IEA/AIE (2) 2011: 386-395 |
| 46 | | Nicolás García-Pedrajas,
Francisco Herrera,
Colin Fyfe:
Special issue on the trends in applied intelligence systems.
Appl. Intell. 34(3): 329-330 (2011) |
| 45 | | 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) |
| 44 | | Nicolás García-Pedrajas,
Cesar García-Osorio:
Constructing ensembles of classifiers using supervised projection methods based on misclassified instances.
Expert Syst. Appl. 38(1): 343-359 (2011) |
| 43 | | Nicolás García-Pedrajas,
Domingo Ortiz-Boyer:
An empirical study of binary classifier fusion methods for multiclass classification.
Information Fusion 12(2): 111-130 (2011) |
| 42 | | Nicolás García-Pedrajas:
Evolutionary computation for training set selection.
Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery 1(6): 512-523 (2011) |
| 2010 |
|---|
| 41 | | Nicolás García-Pedrajas,
Francisco Herrera,
Colin Fyfe,
José Manuel Benítez,
Moonis Ali:
Trends in Applied Intelligent Systems - 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2010, Cordoba, Spain, June 1-4, 2010, Proceedings, Part I
Springer 2010 |
| 40 | | Nicolás García-Pedrajas,
Francisco Herrera,
Colin Fyfe,
José Manuel Benítez,
Moonis Ali:
Trends in Applied Intelligent Systems - 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2010, Cordoba, Spain, June 1-4, 2010, Proceedings, Part II
Springer 2010 |
| 39 | | Nicolás García-Pedrajas,
Francisco Herrera,
Colin Fyfe,
José Manuel Benítez,
Moonis Ali:
Trends in Applied Intelligent Systems - 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2010, Cordoba, Spain, June 1-4, 2010, Proceedings, Part III
Springer 2010 |
| 38 | | Aida de Haro-García,
Juan Antonio Romero del Castillo,
Nicolás García-Pedrajas:
Large Scale Instance Selection by Means of a Parallel Algorithm.
IDEAL 2010: 1-12 |
| 37 | | 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 |
| 36 | | Aida de Haro-García,
Nicolás García-Pedrajas:
Scaling Up Feature Selection by Means of Democratization.
IEA/AIE (2) 2010: 662-672 |
| 35 | | Cesar García-Osorio,
Aida de Haro-García,
Nicolás García-Pedrajas:
Democratic instance selection: A linear complexity instance selection algorithm based on classifier ensemble concepts.
Artif. Intell. 174(5-6): 410-441 (2010) |
| 34 | | Nicolás García-Pedrajas,
Juan Antonio Romero del Castillo,
Domingo Ortiz-Boyer:
A cooperative coevolutionary algorithm for instance selection for instance-based learning.
Machine Learning 78(3): 381-420 (2010) |
| 2009 |
|---|
| 33 | | 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) |
| 32 | | 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) |
| 31 | | Nicolás García-Pedrajas:
Constructing Ensembles of Classifiers by Means of Weighted Instance Selection.
IEEE Transactions on Neural Networks 20(2): 258-277 (2009) |
| 30 | | Nicolás García-Pedrajas:
Supervised projection approach for boosting classifiers.
Pattern Recognition 42(9): 1742-1760 (2009) |
| 2008 |
|---|
| 29 | | Cesar García-Osorio,
Nicolás García-Pedrajas:
Constructing ensembles of classifiers using linear projections based on misclassified instances.
ESANN 2008: 283-288 |
| 28 | | Cesar García-Osorio,
Iñigo Mediavilla-Sáiz,
Javier Jimeno-Visitación,
Nicolás García-Pedrajas:
Teaching push-down automata and turing machines.
ITiCSE 2008: 316 |
| 27 | | Cesar García-Osorio,
Carlos Gómez-Palacios,
Nicolás García-Pedrajas:
A tool for teaching LL and LR parsing algorithms.
ITiCSE 2008: 317 |
| 26 | | Nicolás García-Pedrajas,
Colin Fyfe:
Evolving Output Codes for Multiclass Problems.
IEEE Trans. Evolutionary Computation 12(1): 93-106 (2008) |
| 25 | | Nicolás García-Pedrajas,
Colin Fyfe:
Construction of classifier ensembles by means of artificial immune systems.
J. Heuristics 14(3): 285-310 (2008) |
| 24 | | Nicolás García-Pedrajas,
Domingo Ortiz-Boyer:
Boosting random subspace method.
Neural Networks 21(9): 1344-1362 (2008) |
| 23 | | 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 |
|---|
| 22 | | 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) |
| 21 | | Nicolás García-Pedrajas,
Cesar García-Osorio,
Colin Fyfe:
Nonlinear Boosting Projections for Ensemble Construction.
Journal of Machine Learning Research 8: 1-33 (2007) |
| 20 | | Nicolás García-Pedrajas,
Colin Fyfe:
Immune network based ensembles.
Neurocomputing 70(7-9): 1155-1166 (2007) |
| 19 | | Nicolás García-Pedrajas,
Domingo Ortiz-Boyer:
A cooperative constructive method for neural networks for pattern recognition.
Pattern Recognition 40(1): 80-98 (2007) |
| 2006 |
|---|
| 18 | | Nicolás García-Pedrajas,
Colin Fyfe:
Immune Network based Ensembles.
ESANN 2006: 437-442 |
| 17 | | Rafael del Castillo Gomariz,
Nicolás García-Pedrajas:
Classification by means of Evolutionary Response Surfaces.
ESANN 2006: 443-448 |
| 16 | | Nicolás García-Pedrajas:
Cooperative Coevolution of Neural Networks and Ensembles of Neural Networks.
Multi-Objective Machine Learning 2006: 465-490 |
| 15 | | 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) |
| 14 | | 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) |
| 13 | | 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 |
|---|
| 12 | | 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 |
| 11 | | Nicolás García-Pedrajas,
Domingo Ortiz-Boyer,
Rafael del Castillo Gomariz,
César Hervás-Martínez:
Cascade Ensembles.
IWANN 2005: 598-603 |
| 10 | | 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) |
| 9 | | 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 |
|---|
| 8 | | Nicolás García-Pedrajas,
Domingo Ortiz-Boyer,
César Hervás-Martínez:
Cooperative coevolution of generalized multi-layer perceptrons.
Neurocomputing 56: 257-283 (2004) |
| 2003 |
|---|
| 7 | | 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 |
| 6 | | Nicolás García-Pedrajas,
César Hervás-Martínez,
José Muñoz-Pérez:
COVNET: a cooperative coevolutionary model for evolving artificial neural networks.
IEEE Transactions on Neural Networks 14(3): 575-596 (2003) |
| 2002 |
|---|
| 5 | | 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 | | Domingo Ortiz-Boyer,
César Hervás-Martínez,
Nicolás García-Pedrajas:
Crossover Operator Effect in Function Optimization with Constraints.
PPSN 2002: 184-193 |
| 3 | | 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 | | 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 |
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