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Diego García-Gil
Diego García-Gil
Assistant Professor, University of Granada
Zweryfikowany adres z ugr.es
Tytuł
Cytowane przez
Cytowane przez
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Enabling smart data: noise filtering in big data classification
D García-Gil, J Luengo, S García, F Herrera
Information Sciences 479, 135-152, 2019
1292019
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
952017
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
802019
Big data preprocessing
J Luengo, D García-Gil, S Ramírez-Gallego, S García, F Herrera
Cham: Springer, 2020
452020
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
392018
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
282018
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
162019
DPASF: a flink library for streaming data preprocessing
A Alcalde-Barros, D García-Gil, S García, F Herrera
Big Data Analytics 4 (1), 1-17, 2019
112019
Anomaly detection in predictive maintenance: A new evaluation framework for temporal unsupervised anomaly detection algorithms
J Carrasco, D López, I Aguilera-Martos, D García-Gil, I Markova, ...
Neurocomputing 462, 440-452, 2021
52021
Imbalanced data preprocessing for big data
J Luengo, D García-Gil, S Ramírez-Gallego, S García, F Herrera
Big data preprocessing, 147-160, 2020
42020
Big data preprocessing as the bridge between big data and smart data: BigDaPSpark and BigDaPFlink libraries
DJ García Gil, A Alcalde Barros, J Luengo Martín, S García López, ...
SciTePress, 2019
42019
Smart data
J Luengo, D García-Gil, S Ramírez-Gallego, S García, F Herrera
Big Data Preprocessing, 45-51, 2020
32020
Smart Data based Ensemble for Imbalanced Big Data Classification
D Garcıa-Gila, J Holmbergb, S Garcıaa, N Xiongb, F Herreraa
arXiv preprint arXiv:2001.05759, 2020
22020
Big Data: Technologies and Tools
J Luengo, D García-Gil, S Ramírez-Gallego, S García, F Herrera
Big Data Preprocessing, 15-43, 2020
12020
Final Thoughts: From Big Data to Smart Data
J Luengo, D García-Gil, S Ramírez-Gallego, S García, F Herrera
Big Data Preprocessing, 183-186, 2020
12020
Data Reduction for Big Data
J Luengo, D García-Gil, S Ramírez-Gallego, S García, F Herrera
Big Data Preprocessing, 81-99, 2020
12020
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
12018
Smart Data: Filtrado de Ruido para Big Data
D Garcıa-Gil, J Luengo, S Garcıa, F Herrera
1
Anomaly Detection in Predictive Maintenance: A New Evaluation Framework for Temporal Unsupervised Anomaly Detection Algorithms
J Carrasco Castillo, D López Pretel, I Aguilera Martos, DJ García Gil, ...
Elsevier, 2021
2021
Smart Data driven Decision Trees Ensemble Methodology for Imbalanced Big Data
D García-Gil, S García, N Xiong, F Herrera
arXiv preprint arXiv:2001.05759, 2020
2020
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