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Javier G. Castellano

University of Granada

38

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583

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A new label ordering method in Classifier Chains based on imprecise probabilities.

2022 Neurocomputing
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Using extreme prior probabilities on the Naive Credal Classifier

2021 Knowledge Based Systems
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A Decision Support Tool for Credit Domains: Bayesian Network with a Variable Selector Based on Imprecise Probabilities

2021 International Journal of Fuzzy Systems
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On the use of m-probability-estimation and imprecise probabilities in the naive Bayes classifier

2020 International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
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Non-parametric predictive inference for solving multi-label classification

2020 Applied Soft Computing
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Imprecise Classification with Non-parametric Predictive Inference.

2020 ICInPro | International Conference Information Processing
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Combining gene expression data and prior knowledge for inferring gene regulatory networks via Bayesian networks using structural restrictions

2019 Statistical Applications in Genetics and Molecular Biology
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Decision Tree Ensemble Method for Analyzing Traffic Accidents of Novice Drivers in Urban Areas

2019 Entropy
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Ensemble of classifier chains and Credal C4.5 for solving multi-label classification

2019 Progress in Artificial Intelligence
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Using Credal-C4.5 with Binary Relevance for Multi-Label Classification

2018 Journal of Intelligent and Fuzzy Systems
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