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Serafín Moral-García
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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, 10739-10754, 2019
742019
Increasing diversity in random forest learning algorithm via imprecise probabilities
J Abellan, CJ Mantas, JG Castellano, S Moral-García
Expert Systems with Applications 97, 228-243, 2018
512018
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
462020
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
412019
Critique of modified Deng entropies under the evidence theory
S Moral-García, J Abellán
Chaos, Solitons & Fractals 140, 110112, 2020
252020
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, 195-213, 2019
182019
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
162021
Maximum of entropy for belief intervals under evidence theory
S Moral-García, J Abellan
IEEE Access 8, 118017-118029, 2020
122020
Required mathematical properties and behaviors of uncertainty measures on belief intervals
S Moral‐García, J Abellán
International Journal of Intelligent Systems 36 (8), 2021
102021
Non-parametric predictive inference for solving multi-label classification
S Moral-García, CJ Mantas, JG Castellano, J Abellán
Applied Soft Computing 88, 106011, 2020
102020
Using credal c4. 5 for calibrated label ranking in multi-label classification
S Moral-García, CJ Mantas, JG Castellano, J Abellán
International Journal of Approximate Reasoning 147, 60-77, 2022
82022
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
72018
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
52020
A cost-sensitive imprecise credal decision tree based on nonparametric predictive inference
S Moral-García, J Abellán, T Coolen-Maturi, FPA Coolen
Applied Soft Computing 123, 108916, 2022
42022
Credal sets representable by reachable probability intervals and belief functions
S Moral-García, J Abellán
International Journal of Approximate Reasoning 129, 84-102, 2021
42021
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 23, 2004-2020, 2021
32021
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
32020
A new label ordering method in Classifier Chains based on imprecise probabilities
S Moral-García, JG Castellano, CJ Mantas, J Abellán
Neurocomputing 487, 34-45, 2022
22022
Partial calibrated multi-label ranking
S Moral-García, S Destercke
International Conference on Soft Methods in Probability and Statistics, 287-294, 2022
12022
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
12021
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Articles 1–20