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
1752002
A comparative study on base classifiers in ensemble methods for credit scoring
J Abellán, JG Castellano
Expert systems with applications 73, 1-10, 2017
1522017
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
1122007
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
492017
Improving the Naive Bayes Classifier via a Quick Variable Selection Method Using Maximum of Entropy
J Abellán, JG Castellano
Entropy 19 (16), 2017
372017
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
262018
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
252011
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
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
182019
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
152020
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
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
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
12*2018
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