JUAN JOSÉ
RODRÍGUEZ DÍEZ
Investigador en el periodo 1995-2000
César
García Osorio
Publicaciones en las que colabora con César García Osorio (33)
2024
2022
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When is resampling beneficial for feature selection with imbalanced wide data?
Expert Systems with Applications, Vol. 188
2021
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Approx-SMOTE: Fast SMOTE for Big Data on Apache Spark
Neurocomputing, Vol. 464, pp. 432-437
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Experimental evaluation of ensemble classifiers for imbalance in Big Data
Applied Soft Computing, Vol. 108
2018
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Local sets for multi-label instance selection
Applied Soft Computing Journal, Vol. 68, pp. 651-666
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Local sets for multi-label instance selection
XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España
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Study of data transformation techniques for adapting single-label prototype selection algorithms to multi-label learning
Expert Systems with Applications, Vol. 109, pp. 114-130
2016
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Instance selection for regression by discretization
Expert Systems with Applications, Vol. 54, pp. 340-350
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Instance selection for regression: Adapting DROP
Neurocomputing, Vol. 201, pp. 66-81
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Instance selection of linear complexity for big data
Knowledge-Based Systems, Vol. 107, pp. 83-95
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Random feature weights for regression trees
Progress in Artificial Intelligence, Vol. 5, Núm. 2, pp. 91-103
2015
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An experimental study on combining binarization techniques and ensemble methods of decision trees
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Diversity techniques improve the performance of the best imbalance learning ensembles
Information Sciences, Vol. 325, pp. 98-117
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Random Balance: Ensembles of variable priors classifiers for imbalanced data
Knowledge-Based Systems, Vol. 85, pp. 96-111
2014
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Tree ensemble construction using a GRASP-based heuristic and annealed randomness
Information Fusion, Vol. 20, Núm. 1, pp. 189-202
2013
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Random oracle ensembles for imbalanced data
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Rotation Forests for regression
Applied Mathematics and Computation, Vol. 219, Núm. 19, pp. 9914-9924
2012
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Disturbing neighbors ensembles of trees for imbalanced data
Proceedings - 2012 11th International Conference on Machine Learning and Applications, ICMLA 2012
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Linear projection methods: An experimental study for regression problems
ICPRAM 2012 - Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods