| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Nicolás García-Pedrajas, Jesús Manuel Maudes Raedo, Cesar García-Osorio, Juan José Rodríguez Diez |
Supervised subspace projections for constructing ensembles of classifiers.  |
Inf. Sci.  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Jesús Maudes, Juan J. Rodríguez Diez, Cesar García-Osorio, Nicolás García-Pedrajas |
Random feature weights for decision tree ensemble construction. |
Information Fusion |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | José Manuel Benítez, Nicolás García-Pedrajas, Francisco Herrera |
Special issue on "New Trends in Data Mining" NTDM. |
Knowl.-Based Syst. |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
2012 |
DBLP BibTeX RDF |
|
| 1 | Nicolás García-Pedrajas |
Evolutionary computation for training set selection. |
Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Nicolás García-Pedrajas, Francisco Herrera, Colin Fyfe |
Special issue on the trends in applied intelligence systems. |
Appl. Intell. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Nicolás García-Pedrajas, Cesar García-Osorio |
Constructing ensembles of classifiers using supervised projection methods based on misclassified instances. |
Expert Syst. Appl. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Nicolás García-Pedrajas, Domingo Ortiz-Boyer |
An empirical study of binary classifier fusion methods for multiclass classification. |
Information Fusion |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Nicolás García-Pedrajas, César Hervás-Martínez, Domingo Ortiz-Boyer |
CIXL2: A Crossover Operator for Evolutionary Algorithms Based on Population Features |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Javier Pérez-Rodríguez, Nicolás García-Pedrajas |
An Evolutionary Algorithm for Gene Structure Prediction. |
IEA/AIE |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Aida de Haro-García, Javier Pérez-Rodríguez, Nicolás García-Pedrajas |
Feature Selection for Translation Initiation Site Recognition. |
IEA/AIE |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Rafael del Castillo Gomariz, Nicolás García-Pedrajas |
Translation Initiation Site Recognition by Means of Evolutionary Response Surfaces. |
IEA/AIE |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Nicolás García-Pedrajas, Juan Antonio Romero del Castillo, Domingo Ortiz-Boyer |
A cooperative coevolutionary algorithm for instance selection for instance-based learning. |
Machine Learning |
2010 |
DBLP BibTeX RDF |
|
| 1 | 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. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Nicolás García-Pedrajas, Francisco Herrera, Colin Fyfe, José Manuel Benítez, Moonis Ali (eds.) |
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 |
IEA/AIE |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Nicolás García-Pedrajas, Domingo Ortiz-Boyer, María D. García-Pedrajas, Colin Fyfe |
Class Imbalance Methods for Translation Initiation Site Recognition. |
IEA/AIE |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Nicolás García-Pedrajas, Francisco Herrera, Colin Fyfe, José Manuel Benítez, Moonis Ali (eds.) |
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 |
IEA/AIE |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Nicolás García-Pedrajas, Francisco Herrera, Colin Fyfe, José Manuel Benítez, Moonis Ali (eds.) |
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 |
IEA/AIE |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Aida de Haro-García, Nicolás García-Pedrajas |
Scaling Up Feature Selection by Means of Democratization. |
IEA/AIE |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Aida de Haro-García, Juan Antonio Romero del Castillo, Nicolás García-Pedrajas |
Large Scale Instance Selection by Means of a Parallel Algorithm. |
IDEAL |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Nicolás García-Pedrajas, Domingo Ortiz-Boyer |
Boosting k-nearest neighbor classifier by means of input space projection. |
Expert Syst. Appl. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Nicolás García-Pedrajas |
Constructing Ensembles of Classifiers by Means of Weighted Instance Selection. |
IEEE Transactions on Neural Networks |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Aida de Haro-García, Nicolás García-Pedrajas |
A divide-and-conquer recursive approach for scaling up instance selection algorithms. |
Data Min. Knowl. Discov. |
2009 |
DBLP DOI BibTeX RDF |
Scalability, Divide-and-conquer, Instance based learning, Instance selection |
| 1 | Nicolás García-Pedrajas |
Supervised projection approach for boosting classifiers. |
Pattern Recognition |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Domingo Ortiz-Boyer, César Hervás-Martínez, Nicolás García-Pedrajas |
Robust confidence intervals applied to crossover operator for real-coded genetic algorithms. |
Soft Comput. |
2008 |
DBLP DOI BibTeX RDF |
Robust confidence intervals, Optimisation methods, Evolutionary algorithms, Real-coded genetic algorithms |
| 1 | Nicolás García-Pedrajas, Domingo Ortiz-Boyer |
Boosting random subspace method. |
Neural Networks |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Nicolás García-Pedrajas, Colin Fyfe |
Evolving Output Codes for Multiclass Problems. |
IEEE Trans. Evolutionary Computation |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Nicolás García-Pedrajas, Colin Fyfe |
Construction of classifier ensembles by means of artificial immune systems. |
J. Heuristics |
2008 |
DBLP DOI BibTeX RDF |
Neural networks, Classification, Artificial immune system, Classifier ensembles |
| 1 | Cesar García-Osorio, Carlos Gómez-Palacios, Nicolás García-Pedrajas |
A tool for teaching LL and LR parsing algorithms. |
ITiCSE |
2008 |
DBLP DOI BibTeX RDF |
interactive teaching tool, LR parsing, LL parsing |
| 1 | Cesar García-Osorio, Iñigo Mediavilla-Sáiz, Javier Jimeno-Visitación, Nicolás García-Pedrajas |
Teaching push-down automata and turing machines. |
ITiCSE |
2008 |
DBLP DOI BibTeX RDF |
chomsky normal form, cocke-younger-kasami algorithm, interactive teaching tool, regular expression, grammar, finite automaton, ll parsing |
| 1 | Cesar García-Osorio, Nicolás García-Pedrajas |
Constructing ensembles of classifiers using linear projections based on misclassified instances. |
ESANN |
2008 |
DBLP BibTeX RDF |
|
| 1 | Nicolás García-Pedrajas, Cesar García-Osorio, Colin Fyfe |
Nonlinear Boosting Projections for Ensemble Construction. |
Journal of Machine Learning Research |
2007 |
DBLP BibTeX RDF |
|
| 1 | Domingo Ortiz-Boyer, César Hervás-Martínez, Nicolás García-Pedrajas |
Improving crossover operator for real-coded genetic algorithms using virtual parents. |
J. Heuristics |
2007 |
DBLP DOI BibTeX RDF |
Optimisation methods, Crossover operator, Real-coded genetic algorithms |
| 1 | Nicolás García-Pedrajas, Colin Fyfe |
Immune network based ensembles. |
Neurocomputing |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Nicolás García-Pedrajas, Domingo Ortiz-Boyer |
A cooperative constructive method for neural networks for pattern recognition. |
Pattern Recognition |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Nicolás García-Pedrajas, Domingo Ortiz-Boyer |
Improving Multiclass Pattern Recognition by the Combination of Two Strategies. |
IEEE Trans. Pattern Anal. Mach. Intell. |
2006 |
DBLP DOI BibTeX RDF |
one-vs-one, one-vs-all, neural networks, classification, support vector machines, Multiclass |
| 1 | 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 |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Alfonso C. Martínez-Estudillo, Francisco J. Martínez-Estudillo, César Hervás-Martínez, Nicolás García-Pedrajas |
Evolutionary product unit based neural networks for regression. |
Neural Networks |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Nicolás García-Pedrajas |
Cooperative Coevolution of Neural Networks and Ensembles of Neural Networks. |
Multi-Objective Machine Learning |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Rafael del Castillo Gomariz, Nicolás García-Pedrajas |
Classification by means of Evolutionary Response Surfaces. |
ESANN |
2006 |
DBLP BibTeX RDF |
|
| 1 | Nicolás García-Pedrajas, Colin Fyfe |
Immune Network based Ensembles. |
ESANN |
2006 |
DBLP BibTeX RDF |
|
| 1 | Nicolás García-Pedrajas, César Hervás-Martínez, Domingo Ortiz-Boyer |
Cooperative coevolution of artificial neural network ensembles for pattern classification. |
IEEE Trans. Evolutionary Computation |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | 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) |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Nicolás García-Pedrajas, Domingo Ortiz-Boyer, Rafael del Castillo Gomariz, César Hervás-Martínez |
Cascade Ensembles. |
IWANN |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Nicolás García-Pedrajas, Domingo Ortiz-Boyer, César Hervás-Martínez |
Cooperative coevolution of generalized multi-layer perceptrons. |
Neurocomputing |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Nicolás García-Pedrajas, César Hervás-Martínez, José Muñoz-Pérez |
COVNET: a cooperative coevolutionary model for evolving artificial neural networks. |
IEEE Transactions on Neural Networks |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Eloy Sanz-Tapia, Nicolás García-Pedrajas, Domingo Ortiz-Boyer, César Hervás-Martínez |
Node Level Crossover Applied to Neural Network Evolution. |
IWANN |
2003 |
DBLP DOI BibTeX RDF |
Neural network evolution, node level crossover, genetic algorithms |
| 1 | Nicolás García-Pedrajas, César Hervás-Martínez, José Muñoz-Pérez |
Multi-objective cooperative coevolution of artificial neural networks (multi-objective cooperative networks). |
Neural Networks |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Domingo Ortiz-Boyer, César Hervás-Martínez, Nicolás García-Pedrajas |
Crossover Operator Effect in Function Optimization with Constraints. |
PPSN |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | César Hervás-Martínez, Domingo Ortiz-Boyer, Nicolás García-Pedrajas |
Theoretical Analysis of the Confidence Interval Based Crossover for Real-Coded Genetic Algorithms. |
PPSN |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Nicolás García-Pedrajas, Eloy Sanz-Tapia, Domingo Ortiz-Boyer, César Hervás-Martínez |
Introducing Multi-objective Optimization in Cooperative Coevolution of Neural Networks. |
IWANN |
2001 |
DBLP DOI BibTeX RDF |
|
| 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 |
DBLP DOI BibTeX RDF |
|
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