Diego García-Gil
Diego García-Gil
Ph.D. Student in Big Data & Data Science, University of Granada
Dirección de correo verificada de decsai.ugr.es
TítuloCitado porAño
A comparison on scalability for batch big data processing on Apache Spark and Apache Flink
D García-Gil, S Ramírez-Gallego, S García, F Herrera
Big Data Analytics 2 (1), 1, 2017
462017
Enabling smart data: noise filtering in big data classification
D García-Gil, J Luengo, S García, F Herrera
Information Sciences 479, 135-152, 2019
242019
Principal components analysis random discretization ensemble for big data
D García-Gil, S Ramírez-Gallego, S García, F Herrera
Knowledge-Based Systems 150, 166-174, 2018
192018
MRQAR: A generic MapReduce framework to discover quantitative association rules in big data problems
D Martín, M Martínez-Ballesteros, D García-Gil, J Alcalá-Fdez, F Herrera, ...
Knowledge-Based Systems 153, 176-192, 2018
122018
Transforming big data into smart data: An insight on the use of the k‐nearest neighbors algorithm to obtain quality data
I Triguero, D García‐Gil, J Maillo, J Luengo, S García, F Herrera
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 9 (2 …, 2019
112019
From Big to Smart Data: Iterative ensemble filter for noise filtering in Big Data classification
D García‐Gil, F Luque‐Sánchez, J Luengo, S García, F Herrera
International Journal of Intelligent Systems 34 (12), 3260-3274, 2019
12019
Smart Data based Ensemble for Imbalanced Big Data Classification
D García-Gil, J Holmberg, S García, N Xiong, F Herrera
arXiv preprint arXiv:2001.05759, 2020
2020
DPASF: a flink library for streaming data preprocessing
A Alcalde-Barros, D García-Gil, S García, F Herrera
Big Data Analytics 4 (1), 4, 2019
2019
A First Approach on Big Data Missing Values Imputation
JL Besay Montesdeoca, J Maillo, D Garcıa-Gil, S Garcıa, F Herrera
2019
Big Data Preprocessing as the Bridge between Big Data and Smart Data: BigDaPSpark and BigDaPFlink Libraries
D Garcıa-Gil, A Alcalde-Barros, J Luengo, S Garcıa, F Herrera
2019
On the Use of Random Discretization and Dimensionality Reduction in Ensembles for Big Data
D García-Gil, S Ramírez-Gallego, S García, F Herrera
International Conference on Hybrid Artificial Intelligence Systems, 15-26, 2018
2018
Bagging-RandomMiner-Un Algoritmo en MapReduce para Deteccion de Anomalıas en Big Data
L Pereyra, D Garcıa-Gil, F Herrera, LC González-Gurrola, J Carrasco, ...
Smart Data: Filtrado de Ruido para Big Data
D Garcıa-Gil, J Luengo, S Garcıa, F Herrera
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Artículos 1–13