An Overview on the Structure and Applications for Business Intelligence and Data Mining in Cloud Computing. - Alberto Fernández 001; Sara del Río; Francisco Herrera; José Manuel Benítez 001 (KMO, 2012)

On the use of MapReduce to build linguistic fuzzy rule based classification systems for big data. - Victoria López; Sara del Río; José Manuel Benítez 001; Francisco Herrera (FUZZ-IEEE, 2014)

On the use of MapReduce for imbalanced big data using Random Forest. - Sara del Río; Victoria López; José Manuel Benítez 001; Francisco Herrera (Inf. Sci., 2014)

Big Data with Cloud Computing: an insight on the computing environment, MapReduce, and programming frameworks. - Alberto Fernández 001; Sara del Río; Victoria López; Abdullah Bawakid; María José del Jesus; José Manuel Benítez 001; Francisco Herrera (WIREs Data Mining Knowl. Discov., 2014)

Analysis of Data Preprocessing Increasing the Oversampling Ratio for Extremely Imbalanced Big Data Classification. - Sara del Río; José Manuel Benítez 001; Francisco Herrera (TrustCom/BigDataSE/ISPA (2), 2015)

Cost-sensitive linguistic fuzzy rule based classification systems under the MapReduce framework for imbalanced big data. - Victoria López; Sara del Río; José Manuel Benítez 001; Francisco Herrera (Fuzzy Sets Syst., 2015)

A MapReduce Approach to Address Big Data Classification Problems Based on the Fusion of Linguistic Fuzzy Rules. - Sara del Río; Victoria López; José Manuel Benítez 001; Francisco Herrera (Int. J. Comput. Intell. Syst., 2015)

ROSEFW-RF: The winner algorithm for the ECBDL'14 big data competition: An extremely imbalanced big data bioinformatics problem. - Isaac Triguero; Sara del Río; Victoria López; Jaume Bacardit; José Manuel Benítez 001; Francisco Herrera (Knowl. Based Syst., 2015)

A First Approach in Evolutionary Fuzzy Systems based on the lateral tuning of the linguistic labels for Big Data classification. - Alberto Fernández 001; Sara del Río; Francisco Herrera (FUZZ-IEEE, 2016)

Fuzzy rule based classification systems for big data with MapReduce: granularity analysis. - Alberto Fernández 001; Sara del Río; Abdullah Bawakid; Francisco Herrera (Adv. Data Anal. Classif., 2017)

Unveiling Deviations from IPCC Temperature Projections through Bayesian Downscaling and Assessment of CMIP6 General Circulation Models in a Climate-Vulnerable Region. - Giovanni-Breogán Ferreiro-Lera; Ángel Penas; Sara del Río (Remote. Sens., 2024)

δ-MedBioclim: A New Dataset Bridging Current and Projected Bioclimatic Variables for the Euro-Mediterranean Region. - Giovanni-Breogán Ferreiro-Lera; Ángel Penas; Sara del Río (Data, 2025)