Javier G. Castellano

Publication Activity (10 Years)

Years Active: 2011-2022
Publications (10 Years): 21

Top Topics

Bayes Classifier

Traffic Accidents

Top Venues

Expert Syst. Appl.

Knowl. Based Syst.

Int. J. Gen. Syst.

Publications

Serafín Moral-García, Javier G. Castellano, Carlos Javier Mantas, Joaquín Abellán
A new label ordering method in Classifier Chains based on imprecise probabilities. Neurocomputing 487 (2022)
Serafín Moral-García, Carlos Javier Mantas, Javier G. Castellano, Joaquín Abellán
Using Credal C4.5 for Calibrated Label Ranking in Multi-Label Classification. Int. J. Approx. Reason. 147 (2022)
Serafín Moral-García, Javier G. Castellano, Carlos Javier Mantas, Joaquín Abellán
Using extreme prior probabilities on the Naive Credal Classifier. Knowl. Based Syst. 237 (2022)
Javier G. Castellano, Serafín Moral-García, Carlos Javier Mantas, María D. Benítez, Joaquín Abellán
A Decision Support Tool for Credit Domains: Bayesian Network with a Variable Selector Based on Imprecise Probabilities. Int. J. Fuzzy Syst. 23 (7) (2021)
Serafín Moral, Carlos Javier Mantas, Javier G. Castellano, Joaquín Abellán
Imprecise Classification with Non-parametric Predictive Inference. IPMU (2) (2020)
Javier G. Castellano, Serafín Moral-García, Carlos Javier Mantas, Joaquín Abellán
On the Use of m-Probability-Estimation and Imprecise Probabilities in the Naïve Bayes Classifier. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 28 (4) (2020)
Serafín Moral-García, Carlos Javier Mantas, Javier G. Castellano, Joaquín Abellán
Non-parametric predictive inference for solving multi-label classification. Appl. Soft Comput. 88 (2020)
Serafín Moral-García, Carlos Javier Mantas, Javier G. Castellano, María D. Benítez, Joaquín Abellán
Bagging of credal decision trees for imprecise classification. Expert Syst. Appl. 141 (2020)
Carlos Javier Mantas, Javier G. Castellano, Serafín Moral-García, Joaquín Abellán
A comparison of random forest based algorithms: random credal random forest versus oblique random forest. Soft Comput. 23 (21) (2019)
Serafín Moral-García, Carlos Javier Mantas, Javier G. Castellano, Joaquín Abellán
Ensemble of classifier chains and Credal C4.5 for solving multi-label classification. Prog. Artif. Intell. 8 (2) (2019)
Serafín Moral-García, Javier G. Castellano, Carlos Javier Mantas, Alfonso Montella, Joaquín Abellán
Decision Tree Ensemble Method for Analyzing Traffic Accidents of Novice Drivers in Urban Areas. Entropy 21 (4) (2019)
Joaquín Abellán, Carlos Javier Mantas, Javier G. Castellano, Serafín Moral
Increasing diversity in random forest learning algorithm via imprecise probabilities. Expert Syst. Appl. 97 (2018)
Serafín Moral-García, Carlos Javier Mantas, Javier G. Castellano, Joaquín Abellán
Using Credal-C4.5 with Binary Relevance for Multi-Label Classification. J. Intell. Fuzzy Syst. 35 (6) (2018)
Carlos Javier Mantas, Joaquín Abellán, Javier G. Castellano, José Ramón Cano, Serafín Moral
Credal C4.5 with Refinement of Parameters. IPMU (3) (2018)
Joaquín Abellán, Carlos Javier Mantas, Javier G. Castellano
AdaptativeCC4.5: Credal C4.5 with a rough class noise estimator. Expert Syst. Appl. 92 (2018)
Joaquín Abellán, Javier G. Castellano
A comparative study on base classifiers in ensemble methods for credit scoring. Expert Syst. Appl. 73 (2017)
Joaquín Abellán, Carlos Javier Mantas, Javier G. Castellano
A Random Forest approach using imprecise probabilities. Knowl. Based Syst. 134 (2017)
Joaquín Abellán, Griselda López, Laura Garach, Javier G. Castellano
Extraction of decision rules via imprecise probabilities. Int. J. Gen. Syst. 46 (4) (2017)
Joaquín Abellán, Javier G. Castellano
Improving the Naive Bayes Classifier via a Quick Variable Selection Method Using Maximum of Entropy. Entropy 19 (6) (2017)
Joaquín Abellán, Javier G. Castellano, Carlos Javier Mantas
A New Robust Classifier on Noise Domains: Bagging of Credal C4.5 Trees. Complex. 2017 (2017)
Carlos Javier Mantas, Joaquín Abellán, Javier G. Castellano
Analysis of Credal-C4.5 for classification in noisy domains. Expert Syst. Appl. 61 (2016)
Griselda López, Laura Garach, Joaquín Abellán, Javier G. Castellano, Carlos Javier Mantas
Using Imprecise Probabilities to Extract Decision Rules via Decision Trees for Analysis of Traffic Accidents. RSCTC (2014)
Luis M. de Campos, Andrés Cano, Javier G. Castellano, Serafín Moral
Bayesian networks classifiers for gene-expression data. ISDA (2011)