ELENA
MONTAÑES ROCES
Profesora Titular de Universidad
JUAN JOSE DEL
COZ VELASCO
Catedrático de Universidad
Publicaciones en las que colabora con JUAN JOSE DEL COZ VELASCO (10)
2020
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Improving the ϵ -approximate algorithm for Probabilistic Classifier Chains
Knowledge and Information Systems, Vol. 62, Núm. 7, pp. 2709-2738
2017
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A family of admissible heuristics for A* to perform inference in probabilistic classifier chains
Machine Learning, Vol. 106, Núm. 1, pp. 143-169
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A heuristic in A* for inference in nonlinear Probabilistic Classifier Chains
Knowledge-Based Systems, Vol. 126, pp. 78-90
2016
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An overview of inference methods in probabilistic classifier chains for multilabel classification
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Vol. 6, Núm. 6, pp. 215-230
2015
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Using A∗ for inference in probabilistic classifier chains
IJCAI International Joint Conference on Artificial Intelligence
2014
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Dependent binary relevance models for multi-label classification
Pattern Recognition
2013
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Enhancing directed binary trees for multi-class classification
Information Sciences, Vol. 223, pp. 42-55
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Predicting fertility from seminal traits: Performance of several parametric and non-parametric procedures
Livestock Science, Vol. 155, Núm. 1, pp. 137-147
2011
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Aggregating independent and dependent models to learn multi-label classifiers
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2010
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Adapting decision DAGs for multipartite ranking
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)