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Works (13)

Improving the Results in Credit Scoring by Increasing Diversity in Ensembles of Classifiers

IEEE Access
2023 | Journal article
Contributors: Serafín Moral-García; Joaquín Abellán
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Upgrading the Fusion of Imprecise Classifiers

Entropy
2023-07-19 | Journal article
Contributors: Serafín Moral-García; María D. Benítez; Joaquín Abellán
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A Variation of the Algorithm to Achieve the Maximum Entropy for Belief Functions

Entropy
2023-05-29 | Journal article
Contributors: Joaquín Abellán; Alejandro Pérez-Lara; Serafín Moral-García
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Required mathematical properties and behaviors of uncertainty measures on belief intervals

International Journal of Intelligent Systems
2021-08-06 | Journal article
Contributors: Serafín Moral‐García; Joaquín Abellán
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Uncertainty-based information measures on the approximate non-parametric predictive inference model

International Journal of General Systems
2021-02-17 | Journal article
Contributors: Serafín Moral-García; Joaquín Abellán
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Critique of modified Deng entropies under the evidence theory

Chaos, Solitons & Fractals
2020-11 | Journal article
Contributors: Serafín Moral-García; Joaquín Abellán
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Bagging of credal decision trees for imprecise classification

Expert Systems with Applications
2020-03 | Journal article
Contributors: S. Moral-García; Carlos J. Mantas; Javier G. Castellano; María D. Benítez; Joaquín Abellán
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Critique of Recent Uncertainty Measures Developed Under the Evidence Theory and Belief Intervals

IEEE Transactions on Systems, Man, and Cybernetics: Systems
2020-03 | Journal article
Contributors: Joaquin Abellan; Eloi Bosse
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Non-parametric predictive inference for solving multi-label classification

Applied Soft Computing
2020-03 | Journal article
Contributors: Serafín Moral-García; Carlos J. Mantas; Javier G. Castellano; Joaquín Abellán
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Decision Tree Ensemble Method for Analyzing Traffic Accidents of Novice Drivers in Urban Areas

Entropy
2019-04-03 | Journal article
Contributors: Serafín Moral-García; Javier G. Castellano; Carlos J. Mantas; Alfonso Montella; Joaquín Abellán
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Drawbacks of Uncertainty Measures Based on the Pignistic Transformation

IEEE Transactions on Systems, Man, and Cybernetics: Systems
2018-03 | Journal article
Contributors: Joaquin Abellan; Eloi Bosse
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A New Robust Classifier on Noise Domains: Bagging of Credal C4.5 Trees

Complexity
2017 | Journal article
Contributors: Joaquín Abellán; Javier G. Castellano; Carlos J. Mantas
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Extraction of decision rules via imprecise probabilities

International Journal of General Systems
2017-05-19 | Journal article
Contributors: Joaquín Abellán; Griselda López; Laura Garach; Javier G. Castellano
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