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Publication search results
found 56 matches
- 2024
- 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: 112080 (2024) - Serafín Moral-García, Joaquín Abellán:
Lazy Multi-Label Classification algorithms based on Non-Parametric Predictive Inference. Expert Syst. Appl. 256: 124921 (2024) - Ngoc-Hien Nguyen, Joaquín Abellán-García, Seunghye Lee, Thuc P. Vo:
From machine learning to semi-empirical formulas for estimating compressive strength of Ultra-High Performance Concrete. Expert Syst. Appl. 237(Part A): 121456 (2024) - 2023
- Serafín Moral-García, Joaquín Abellán:
Improving the Results in Credit Scoring by Increasing Diversity in Ensembles of Classifiers. IEEE Access 11: 58451-58461 (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): 867 (2023) - Serafín Moral-García, María D. Benítez, Joaquín Abellán:
Upgrading the Fusion of Imprecise Classifiers. Entropy 25(7): 1088 (2023) - 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: 108916 (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: 60-77 (2022) - 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: 34-45 (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: 107707 (2022) - 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: 114987 (2021) - Serafín Moral-García, Joaquín Abellán:
Credal sets representable by reachable probability intervals and belief functions. Int. J. Approx. Reason. 129: 84-102 (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): 2004-2020 (2021) - Serafín Moral-García, Joaquín Abellán:
Uncertainty-based information measures on the approximate non-parametric predictive inference model. Int. J. Gen. Syst. 50(2): 159-181 (2021) - Serafín Moral-García, Joaquín Abellán:
Required mathematical properties and behaviors of uncertainty measures on belief intervals. Int. J. Intell. Syst. 36(8) (2021) - Serafín Moral-García, Joaquín Abellán:
Basic Probability Assignments Representable via Belief Intervals for Singletons in Dempster-Shafer Theory. ISIPTA 2021: 229-234 - 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: 220-228 - 2020
- Serafín Moral-García, Joaquín Abellán:
Maximum of Entropy for Belief Intervals Under Evidence Theory. IEEE Access 8: 118017-118029 (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: 106011 (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) - 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): 661-682 (2020) - Serafín Moral, Carlos Javier Mantas, Javier G. Castellano, Joaquín Abellán:
Imprecise Classification with Non-parametric Predictive Inference. IPMU (2) 2020: 53-66 - 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): 360 (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): 195-213 (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): 10739-10754 (2019) - Joaquín Abellán, Serafín Moral-García, María D. Benítez:
Combination in Dempster-Shafer Theory Based on a Disagreement Factor Between Evidences. ECSQARU 2019: 148-159 - 2018
- Joaquín Abellán, Carlos Javier Mantas, Javier G. Castellano:
AdaptativeCC4.5: Credal C4.5 with a rough class noise estimator. Expert Syst. Appl. 92: 363-379 (2018) - Joaquín Abellán, Carlos Javier Mantas, Javier G. Castellano, Serafín Moral:
Increasing diversity in random forest learning algorithm via imprecise probabilities. Expert Syst. Appl. 97: 228-243 (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): 6501-6512 (2018) - Carlos Javier Mantas, Joaquín Abellán, Javier G. Castellano, José Ramón Cano, Serafín Moral:
Credal C4.5 with Refinement of Parameters. IPMU (3) 2018: 739-747
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