Javier G. Castellano

23 papers C 1Journal 19Unranked 3
YearRankTypeTitle / Venue / Authors
2022 J jnl
A new label ordering method in Classifier Chains based on imprecise probabilities.
Neurocomputing
Serafín Moral-García, Javier G. Castellano, Carlos Javier Mantas, Joaquín Abellán
2022 J jnl
Using Credal C4.5 for Calibrated Label Ranking in Multi-Label Classification.
Int. J. Approx. Reason.
Serafín Moral-García, Carlos Javier Mantas, Javier G. Castellano, Joaquín Abellán
2022 J jnl
Using extreme prior probabilities on the Naive Credal Classifier.
Knowl. Based Syst.
Serafín Moral-García, Javier G. Castellano, Carlos Javier Mantas, Joaquín Abellán
2021 J jnl
A Decision Support Tool for Credit Domains: Bayesian Network with a Variable Selector Based on Imprecise Probabilities.
Int. J. Fuzzy Syst.
Javier G. Castellano, Serafín Moral-García, Carlos Javier Mantas, María D. Benítez, Joaquín Abellán
2020 J jnl
Bagging of credal decision trees for imprecise classification.
Expert Syst. Appl.
Serafín Moral-García, Carlos Javier Mantas, Javier G. Castellano, María D. Benítez, Joaquín Abellán
2020 — conf
Imprecise Classification with Non-parametric Predictive Inference.
IPMU (2)
Serafín Moral, Carlos Javier Mantas, Javier G. Castellano, Joaquín Abellán
2020 J jnl
Non-parametric predictive inference for solving multi-label classification.
Appl. Soft Comput.
Serafín Moral-García, Carlos Javier Mantas, Javier G. Castellano, Joaquín Abellán
2020 J jnl
On the Use of m-Probability-Estimation and Imprecise Probabilities in the Naïve Bayes Classifier.
Int. J. Uncertain. Fuzziness Knowl. Based Syst.
Javier G. Castellano, Serafín Moral-García, Carlos Javier Mantas, Joaquín Abellán
2019 J jnl
A comparison of random forest based algorithms: random credal random forest versus oblique random forest.
Soft Comput.
Carlos Javier Mantas, Javier G. Castellano, Serafín Moral-García, Joaquín Abellán
2019 J jnl
Decision Tree Ensemble Method for Analyzing Traffic Accidents of Novice Drivers in Urban Areas.
Entropy
Serafín Moral-García, Javier G. Castellano, Carlos Javier Mantas, Alfonso Montella, Joaquín Abellán
2019 J jnl
Ensemble of classifier chains and Credal C4.5 for solving multi-label classification.
Prog. Artif. Intell.
Serafín Moral-García, Carlos Javier Mantas, Javier G. Castellano, Joaquín Abellán
2018 J jnl
AdaptativeCC4.5: Credal C4.5 with a rough class noise estimator.
Expert Syst. Appl.
Joaquín Abellán, Carlos Javier Mantas, Javier G. Castellano
2018 — conf
Credal C4.5 with Refinement of Parameters.
IPMU (3)
Carlos Javier Mantas, Joaquín Abellán, Javier G. Castellano, José Ramón Cano, Serafín Moral
2018 J jnl
Increasing diversity in random forest learning algorithm via imprecise probabilities.
Expert Syst. Appl.
Joaquín Abellán, Carlos Javier Mantas, Javier G. Castellano, Serafín Moral
2018 J jnl
Using Credal-C4.5 with Binary Relevance for Multi-Label Classification.
J. Intell. Fuzzy Syst.
Serafín Moral-García, Carlos Javier Mantas, Javier G. Castellano, Joaquín Abellán
2017 J jnl
A New Robust Classifier on Noise Domains: Bagging of Credal C4.5 Trees.
Complex.
Joaquín Abellán, Javier G. Castellano, Carlos Javier Mantas
2017 J jnl
A Random Forest approach using imprecise probabilities.
Knowl. Based Syst.
Joaquín Abellán, Carlos Javier Mantas, Javier G. Castellano
2017 J jnl
A comparative study on base classifiers in ensemble methods for credit scoring.
Expert Syst. Appl.
Joaquín Abellán, Javier G. Castellano
2017 J jnl
Extraction of decision rules via imprecise probabilities.
Int. J. Gen. Syst.
Joaquín Abellán, Griselda López, Laura Garach, Javier G. Castellano
2017 J jnl
Improving the Naive Bayes Classifier via a Quick Variable Selection Method Using Maximum of Entropy.
Entropy
Joaquín Abellán, Javier G. Castellano
2016 J jnl
Analysis of Credal-C4.5 for classification in noisy domains.
Expert Syst. Appl.
Carlos Javier Mantas, Joaquín Abellán, Javier G. Castellano
2014 — conf
Using Imprecise Probabilities to Extract Decision Rules via Decision Trees for Analysis of Traffic Accidents.
RSCTC
Griselda López, Laura Garach, Joaquín Abellán, Javier G. Castellano, Carlos Javier Mantas
2011 C conf
Bayesian networks classifiers for gene-expression data.
ISDA
Luis M. de Campos, Andrés Cano, Javier G. Castellano, Serafín Moral