Serafín Moral-García

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 26

Top Topics

Imprecise Probabilities

Bayesian Networks

Top Venues

Expert Syst. Appl.

Appl. Soft Comput.

Int. J. Approx. Reason.

Publications

Serafín Moral-García, Tahani Coolen-Maturi, Frank P. A. Coolen, Joaquín Abellán
A Bayesian Imprecise Classification method that weights instances using the error costs. Appl. Soft Comput. 165 (2024)
Serafín Moral-García, Joaquín Abellán
Lazy Multi-Label Classification algorithms based on Non-Parametric Predictive Inference. Expert Syst. Appl. 256 (2024)
Serafín Moral-García, María D. Benítez, Joaquín Abellán
Upgrading the Fusion of Imprecise Classifiers. Entropy 25 (7) (2023)
Joaquín Abellán, Alejandro Pérez-Lara, Serafín Moral-García
A Variation of the Algorithm to Achieve the Maximum Entropy for Belief Functions. Entropy 25 (6) (2023)
Serafín Moral-García, Joaquín Abellán
Improving the Results in Credit Scoring by Increasing Diversity in Ensembles of Classifiers. IEEE Access 11 (2023)
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, Joaquín Abellán, Tahani Coolen-Maturi, Frank P. A. Coolen
A cost-sensitive Imprecise Credal Decision Tree based on Nonparametric Predictive Inference. Appl. Soft Comput. 123 (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)
Serafín Moral-García, Francisco Javier García Castellano, Carlos Javier Mantas, Joaquín Abellán
Using Credal C4.5 for Calibrated Label Ranking in Multi-Label Classification. ISIPTA (2021)
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-García, Joaquín Abellán
Required mathematical properties and behaviors of uncertainty measures on belief intervals. Int. J. Intell. Syst. 36 (8) (2021)
Joaquín Abellán, Serafín Moral-García, María D. Benítez
Combination in the theory of evidence via a new measurement of the conflict between evidences. Expert Syst. Appl. 178 (2021)
Serafín Moral-García, Joaquín Abellán
Basic Probability Assignments Representable via Belief Intervals for Singletons in Dempster-Shafer Theory. ISIPTA (2021)
Serafín Moral-García, Joaquín Abellán
Credal sets representable by reachable probability intervals and belief functions. Int. J. Approx. Reason. 129 (2021)
Serafín Moral-García, Joaquín Abellán
Uncertainty-based information measures on the approximate non-parametric predictive inference model. Int. J. Gen. Syst. 50 (2) (2021)
Serafín Moral-García, Joaquín Abellán
Maximum of Entropy for Belief Intervals Under Evidence Theory. IEEE Access 8 (2020)
Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral, Serafín Moral-García
MPE Computation in Bayesian Networks Using Mini-Bucket and Probability Trees Approximation. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 28 (5) (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)
Joaquín Abellán, Serafín Moral-García, María D. Benítez
Combination in Dempster-Shafer Theory Based on a Disagreement Factor Between Evidences. ECSQARU (2019)
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)
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)