BELIEF: A distance-based redundancy-proof feature selection method for Big Data D López, S Ramírez-Gallego, S García, N Xiong, F Herrera Information Sciences 558, 124-139, 2021 | 12 | 2021 |
Big data: Technologies and tools J Luengo, D García-Gil, S Ramírez-Gallego, S García, F Herrera, ... Big data preprocessing: Enabling smart data, 15-43, 2020 | 3 | 2020 |
Smart data J Luengo, D García-Gil, S Ramírez-Gallego, S García, F Herrera, ... Big Data Preprocessing: Enabling Smart Data, 45-51, 2020 | 5 | 2020 |
Final Thoughts: From Big Data to Smart Data J Luengo, D García-Gil, S Ramírez-Gallego, S García, F Herrera, ... Big Data Preprocessing: Enabling Smart Data, 183-186, 2020 | 1 | 2020 |
Big Data Discretization J Luengo, D García-Gil, S Ramírez-Gallego, S García, F Herrera, ... Big Data Preprocessing: Enabling Smart Data, 121-146, 2020 | | 2020 |
Imbalanced data preprocessing for big data J Luengo, D García-Gil, S Ramírez-Gallego, S García, F Herrera, ... Big Data Preprocessing: Enabling Smart Data, 147-160, 2020 | 8 | 2020 |
Big Data Software J Luengo, D García-Gil, S Ramírez-Gallego, S García, F Herrera, ... Big Data Preprocessing: Enabling Smart Data, 161-182, 2020 | | 2020 |
Dimensionality reduction for big data J Luengo, D García-Gil, S Ramírez-Gallego, S García, F Herrera, ... Big Data Preprocessing: Enabling Smart Data, 53-79, 2020 | 4 | 2020 |
Data reduction for big data J Luengo, D García-Gil, S Ramírez-Gallego, S García, F Herrera, ... Big Data Preprocessing: Enabling Smart Data, 81-99, 2020 | 3 | 2020 |
Big data preprocessing J Luengo, D García-Gil, S Ramírez-Gallego, S García, F Herrera Cham: Springer, 2020 | 113 | 2020 |
Imperfect Big Data J Luengo, D García-Gil, S Ramírez-Gallego, S García, F Herrera, ... Big Data Preprocessing: Enabling Smart Data, 101-119, 2020 | | 2020 |
Critically ill patients with community-onset intraabdominal infections: Influence of healthcare exposure on resistance rates and mortality E Maseda, S Ramírez, P Picatto, E Peláez-Peláez, C García-Bernedo, ... PLoS One 14 (9), e0223092, 2019 | 11 | 2019 |
Online entropy-based discretization for data streaming classification S Ramírez-Gallego, S García, F Herrera Future Generation Computer Systems 86, 59-70, 2018 | 25 | 2018 |
Big Data: Tutorial and guidelines on information and process fusion for analytics algorithms with MapReduce S Ramírez-Gallego, A Fernández, S García, M Chen, F Herrera Information Fusion 42, 51-61, 2018 | 187 | 2018 |
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 | 51 | 2018 |
BELIEF: a distance-based redundancy-proof feature selection method for big data S Ramírez-Gallego, S García, N Xiong, F Herrera arXiv preprint arXiv:1804.05774, 2018 | 6 | 2018 |
A distributed evolutionary multivariate discretizer for big data processing on apache spark S Ramírez-Gallego, S García, JM Benítez, F Herrera Swarm and Evolutionary Computation 38, 240-250, 2018 | 40 | 2018 |
On the Use of Random Discretization and Dimensionality Reduction in Ensembles for Big Data D García-Gil, S Ramírez-Gallego, S García, F Herrera Hybrid Artificial Intelligent Systems: 13th International Conference, HAIS …, 2018 | 1 | 2018 |
Algoritmos de reducción de datos distribuidos para bases de datos grandes S Ramírez-Gallego Universidad de Granada, 2018 | | 2018 |
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, 1-11, 2017 | 128 | 2017 |