Javier García Castellano
Javier García Castellano
Department of Computer Science and Artificial Intelligence at University of Granada
Verified email at decsai.ugr.es
Title
Cited by
Cited by
Year
Elvira: An environment for creating and using probabilistic graphical models
Elvira Consortium
Proceedings of the first European workshop on probabilistic graphical models …, 2002
1772002
A comparative study on base classifiers in ensemble methods for credit scoring
J Abellán, JG Castellano
Expert systems with applications 73, 1-10, 2017
1602017
Evolving RBF neural networks for time-series forecasting with EvRBF
VM Rivas, JJ Merelo, PA Castillo, MG Arenas, JG Castellano
Information Sciences 165 (3-4), 207-220, 2004
1352004
Bayesian network learning algorithms using structural restrictions
LM de Campos, JG Castellano
International Journal of Approximate Reasoning 45 (2), 233-254, 2007
1142007
Learning Bayesian network classifiers: Searching in a space of partially directed acyclic graphs
S Acid, LM de Campos, JG Castellano
Machine learning 59 (3), 213-235, 2005
882005
A random forest approach using imprecise probabilities
J Abellán, CJ Mantas, JG Castellano
Knowledge-Based Systems 134, 72-84, 2017
502017
Improving the Naive Bayes Classifier via a Quick Variable Selection Method Using Maximum of Entropy
J Abellán, JG Castellano
Entropy 19 (16), 2017
402017
Analysis of Credal-C4. 5 for classification in noisy domains
CJ Mantas, J Abellán, JG Castellano
Expert Systems with Applications 61, 314-326, 2016
302016
Increasing diversity in Random Forest learning algorithm via imprecise probabilities
J Abellán, CJ Mantas, JG Castellano, S Moral-García
Expert Systems with Applications 97, 228-243, 2018
282018
Bayesian networks classifiers for gene-expression data
LM De Campos, A Cano, JG Castellano, S Moral
2011 11th International Conference on Intelligent Systems Design and …, 2011
262011
Decision tree ensemble method for analyzing traffic accidents of novice drivers in urban areas
S Moral-García, JG Castellano, CJ Mantas, A Montella, J Abellán
Entropy 21 (4), 360, 2019
202019
Lamarckian evolution and the Baldwin effect in evolutionary neural networks
PA Castillo, MG Arenas, JG Castellano, JJ Merelo, A Prieto, V Rivas, ...
arXiv preprint cs/0603004, 2006
19*2006
Function approximation with evolved multilayer perceptrons
PA Castillo, MG Arenas, JG Castellano, M Cillero, JJ Merelo, A Prieto, ...
Proc. of Int'l Workshop on Evolutionary Computation (IWEC'2000) pp, 209-224, 2001
192001
Bagging of credal decision trees for imprecise classification
S Moral-García, CJ Mantas, JG Castellano, MD Benítez, J Abellan
Expert Systems with Applications 141, 112944, 2020
172020
Optimisation of multilayer perceptrons using a distributed evolutionary algorithm with SOAP
PA Castillo, MG Arenas, JG Castellano, JJ Merelo, VM Rivas, G Romero
International Conference on Parallel Problem Solving from Nature, 676-685, 2002
152002
A comparison of random forest based algorithms: random credal random forest versus oblique random forest
JA Carlos J. Mantas, Javier G. Castellano, Serafín Moral-García
Soft Computing 23, 10739–10754, 2018
14*2018
Diseño de redes neuronales artificiales mediante algoritmos evolutivos
PA Castillo, JG Castellano, JJ Merelo, A Prieto
Inteligencia Artificial. Revista Iberoamericana de Inteligencia Artificial 5 …, 2001
132001
Genetic algorithm visualization using self-organizing maps
G Romero, JJ Merelo, PA Castillo, JG Castellano, MG Arenas
International Conference on Parallel Problem Solving from Nature, 442-451, 2002
122002
AdaptativeCC4. 5: Credal C4. 5 with a rough class noise estimator
J Abellán, CJ Mantas, JG Castellano
Expert Systems with Applications 92, 363-379, 2018
102018
Evolutionary computation visualization: Application to G-PROP
G Romero, MG Arenas, JG Castellano, PA Castillo, J Carpio, JJ Merelo, ...
International Conference on Parallel Problem Solving from Nature, 902-912, 2000
102000
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Articles 1–20