Serafín Moral-García
Title
Cited by
Cited by
Year
Increasing diversity in random forest learning algorithm via imprecise probabilities
J Abellan, CJ Mantas, JG Castellano, SI Moral-Garcia
Expert Systems with Applications 97, 228-243, 2018
272018
Decision tree ensemble method for analyzing traffic accidents of novice drivers in urban areas
S Moral-García, JG Castellano, CJ Mantas, A Montella, J Abellán
Entropy 21 (4), 360, 2019
192019
Bagging of credal decision trees for imprecise classification
S Moral-García, CJ Mantas, JG Castellano, MD Benítez, J Abellan
Expert Systems with Applications 141, 112944, 2020
172020
A comparison of random forest based algorithms: random credal random forest versus oblique random forest
CJ Mantas, JG Castellano, S Moral-García, J Abellán
Soft Computing 23 (21), 10739-10754, 2019
142019
Ensemble of classifier chains and credal C4. 5 for solving multi-label classification
S Moral-García, CJ Mantas, JG Castellano, J Abellán
Progress in Artificial Intelligence 8 (2), 195-213, 2019
72019
Maximum of entropy for belief intervals under evidence theory
S Moral-García, J Abellán
IEEE Access 8, 118017-118029, 2020
62020
Critique of modified Deng entropies under the evidence theory
S Moral-García, J Abellán
Chaos, Solitons & Fractals 140, 110112, 2020
52020
Non-parametric predictive inference for solving multi-label classification
S Moral-García, CJ Mantas, JG Castellano, J Abellán
Applied Soft Computing 88, 106011, 2020
42020
Using credal-C4. 5 with binary relevance for multi-label classification
S Moral-García, CJ Mantas, JG Castellano, J Abellán
Journal of Intelligent & Fuzzy Systems 35 (6), 6501-6512, 2018
42018
A decision support tool for credit domains: Bayesian network with a variable selector based on imprecise probabilities
JG Castellano, S Moral-García, CJ Mantas, MD Benítez, J Abellán
International Journal of Fuzzy Systems, 1-17, 2021
12021
Credal sets representable by reachable probability intervals and belief functions
S Moral-García, J Abellán
International Journal of Approximate Reasoning 129, 84-102, 2021
12021
Combination in the theory of evidence via a new measurement of the conflict between evidences
J Abellán, S Moral-García, MD Benítez
Expert Systems with Applications 178, 114987, 2021
2021
Using Credal C4. 5 for Calibrated Label Ranking in Multi-Label Classification
SM Garcı́a, JG Castellano, CJM Ruiz, J Abellán
International Symposium on Imprecise Probability: Theories and Applications …, 2021
2021
Basic Probability Assignments Representable via Belief Intervals for Singletons in Dempster-Shafer Theory
SM Garcı́a, J Abellán
International Symposium on Imprecise Probability: Theories and Applications …, 2021
2021
Required mathematical properties and behaviors of uncertainty measures on belief intervals
S Moral‐García, J Abellán
International Journal of Intelligent Systems, 2021
2021
Uncertainty-based information measures on the approximate non-parametric predictive inference model
S Moral-García, J Abellán
International Journal of General Systems 50 (2), 159-181, 2021
2021
MPE Computation in Bayesian Networks Using Mini-Bucket and Probability Trees Approximation
A Cano, M Gómez-Olmedo, S Moral, S Moral-García
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems …, 2020
2020
On the Use of m-Probability-Estimation and Imprecise Probabilities in the Naïve Bayes Classifier
JG Castellano, S Moral-García, CJ Mantas, J Abellán
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems …, 2020
2020
Imprecise Classification with Non-parametric Predictive Inference
S Moral-García, CJ Mantas, JG Castellano, J Abellán
International Conference on Information Processing and Management of …, 2020
2020
Combination in Dempster-Shafer Theory Based on a Disagreement Factor Between Evidences
J Abellán, S Moral-García, MD Benítez
European Conference on Symbolic and Quantitative Approaches with Uncertainty …, 2019
2019
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Articles 1–20