Serafín Moral-García

28 papers C 2Journal 24Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Bagging algorithm for imprecise classification in cost-sensitive scenarios. Inf. Sci. Serafín Moral-García, Andrés R. Masegosa, Joaquín Abellán
2025	C	`conf`	Noise-Robust Weighted Logistic Regression Based on Outlier Detection with Expectation Maximization. ECSQARU Serafín Moral-García, Rafael Cabañas, Antonio Salmerón
2024	J	`jnl`	A Bayesian Imprecise Classification method that weights instances using the error costs. Appl. Soft Comput. Serafín Moral-García, Tahani Coolen-Maturi, Frank P. A. Coolen, Joaquín Abellán
2024	J	`jnl`	Lazy Multi-Label Classification algorithms based on Non-Parametric Predictive Inference. Expert Syst. Appl. Serafín Moral-García, Joaquín Abellán
2023	J	`jnl`	A Variation of the Algorithm to Achieve the Maximum Entropy for Belief Functions. Entropy Joaquín Abellán, Alejandro Pérez-Lara, Serafín Moral-García
2023	J	`jnl`	Improving the Results in Credit Scoring by Increasing Diversity in Ensembles of Classifiers. IEEE Access Serafín Moral-García, Joaquín Abellán
2023	J	`jnl`	Upgrading the Fusion of Imprecise Classifiers. Entropy Serafín Moral-García, María D. Benítez, Joaquín Abellán
2022	J	`jnl`	A cost-sensitive Imprecise Credal Decision Tree based on Nonparametric Predictive Inference. Appl. Soft Comput. Serafín Moral-García, Joaquín Abellán, Tahani Coolen-Maturi, Frank P. A. Coolen
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
2021	—	`conf`	Basic Probability Assignments Representable via Belief Intervals for Singletons in Dempster-Shafer Theory. ISIPTA Serafín Moral-García, Joaquín Abellán
2021	J	`jnl`	Combination in the theory of evidence via a new measurement of the conflict between evidences. Expert Syst. Appl. Joaquín Abellán, Serafín Moral-García, María D. Benítez
2021	J	`jnl`	Credal sets representable by reachable probability intervals and belief functions. Int. J. Approx. Reason. Serafín Moral-García, Joaquín Abellán
2021	J	`jnl`	Required mathematical properties and behaviors of uncertainty measures on belief intervals. Int. J. Intell. Syst. Serafín Moral-García, Joaquín Abellán
2021	J	`jnl`	Uncertainty-based information measures on the approximate non-parametric predictive inference model. Int. J. Gen. Syst. Serafín Moral-García, Joaquín Abellán
2021	—	`conf`	Using Credal C4.5 for Calibrated Label Ranking in Multi-Label Classification. ISIPTA Serafín Moral-García, Francisco Javier García Castellano, Carlos Javier Mantas, 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	J	`jnl`	MPE Computation in Bayesian Networks Using Mini-Bucket and Probability Trees Approximation. Int. J. Uncertain. Fuzziness Knowl. Based Syst. Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral, Serafín Moral-García
2020	J	`jnl`	Maximum of Entropy for Belief Intervals Under Evidence Theory. IEEE Access Serafín Moral-García, 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	C	`conf`	Combination in Dempster-Shafer Theory Based on a Disagreement Factor Between Evidences. ECSQARU Joaquín Abellán, Serafín Moral-García, María D. Benítez
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`	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