SALVADOR
GARCÍA LÓPEZ
CATEDRÁTICO DE UNIVERSIDAD
DIEGO JESÚS
GARCÍA GIL
PROF. AYUDANTE DOCTOR
DIEGO JESÚS GARCÍA GIL-rekin lankidetzan egindako argitalpenak (10)
2024
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Smart Data Driven Decision Trees Ensemble Methodology for Imbalanced Big Data
Cognitive Computation, Vol. 16, Núm. 4, pp. 1572-1588
2020
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Big Data Preprocessing: Enabling Smart Data
Springer International Publishing, pp. 1-186
2019
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A first approach on big data missing values imputation
IoTBDS 2019 - Proceedings of the 4th International Conference on Internet of Things, Big Data and Security
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Big data preprocessing as the bridge between big data and smart data: Bigdapspark and Bigdapflink libraries
IoTBDS 2019 - Proceedings of the 4th International Conference on Internet of Things, Big Data and Security
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Enabling Smart Data: Noise filtering in Big Data classification
Information Sciences, Vol. 479, pp. 135-152
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From Big to Smart Data: Iterative ensemble filter for noise filtering in Big Data classification
International Journal of Intelligent Systems, Vol. 34, Núm. 12, pp. 3260-3274
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Transforming big data into smart data: An insight on the use of the k-nearest neighbors algorithm to obtain quality data
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Vol. 9, Núm. 2
2018
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On the use of random discretization and dimensionality reduction in ensembles for big data
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Principal Components Analysis Random Discretization Ensemble for Big Data
Knowledge-Based Systems, Vol. 150, pp. 166-174
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Smart Data: Filtrado de Ruido para Big Data
XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España