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 | 24 | 2018 |
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 | 16 | 2019 |
Bagging of credal decision trees for imprecise classification S Moral-García, CJ Mantas, JG Castellano, MD Benitez, J Abellan Expert Systems with Applications 141, 112944, 2020 | 12 | 2020 |
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 | 9 | 2019 |
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 | 6 | 2019 |
Critique of modified Deng entropies under the evidence theory S Moral-García, J Abellán Chaos, Solitons & Fractals 140, 110112, 2020 | 4 | 2020 |
Maximum of entropy for belief intervals under evidence theory S Moral-García, J Abellán IEEE Access 8, 118017-118029, 2020 | 4 | 2020 |
Non-parametric predictive inference for solving multi-label classification S Moral-García, CJ Mantas, JG Castellano, J Abellán Applied Soft Computing 88, 106011, 2020 | 2 | 2020 |
Using credal-C4. 5 with binary relevance for multi-label classification S Moral-Garcia, CJ Mantas, JG Castellano, J Abellán Journal of Intelligent & Fuzzy Systems 35 (6), 6501-6512, 2018 | 2 | 2018 |
Credal sets representable by reachable probability intervals and belief functions S Moral-García, J Abellán International Journal of Approximate Reasoning 129, 84-102, 2021 | | 2021 |
Uncertainty-based information measures on the approximate non-parametric predictive inference model S Moral-García, J Abellán International Journal of General Systems, 1-23, 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 |
Credal C4. 5 with Refinement of Parameters CJ Mantas, J Abellán, JG Castellano, JR Cano, S Moral-García International Conference on Information Processing and Management of …, 2018 | | 2018 |