Sara del Río

According to our database, Sara del Río authored at least 11 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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., June, 2024

2017

Fuzzy rule based classification systems for big data with MapReduce: granularity analysis.

Alberto Fernández, Sara del Río, Abdullah Bawakid, Francisco Herrera

Adv. Data Anal. Classif., 2017

2016

A First Approach in Evolutionary Fuzzy Systems based on the lateral tuning of the linguistic labels for Big Data classification.

Alberto Fernández, Sara del Río, Francisco Herrera

Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

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, Francisco Herrera

Knowl. Based 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, Francisco Herrera

Int. J. Comput. Intell. Syst., 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, Francisco Herrera

Fuzzy Sets Syst., 2015

Analysis of Data Preprocessing Increasing the Oversampling Ratio for Extremely Imbalanced Big Data Classification.

Sara del Río, José Manuel Benítez, Francisco Herrera

Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

2014

Big Data with Cloud Computing: an insight on the computing environment, MapReduce, and programming frameworks.

Alberto Fernández, Sara del Río, Victoria López, Abdullah Bawakid, María José del Jesus, José Manuel Benítez, Francisco Herrera

WIREs Data Mining Knowl. Discov., 2014

On the use of MapReduce for imbalanced big data using Random Forest.

Sara del Río, Victoria López, José Manuel Benítez, Francisco Herrera

Inf. Sci., 2014

On the use of MapReduce to build linguistic fuzzy rule based classification systems for big data.

Victoria López, Sara del Río, José Manuel Benítez, Francisco Herrera

Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

2012

An Overview on the Structure and Applications for Business Intelligence and Data Mining in Cloud Computing.

Alberto Fernández, Sara del Río, Francisco Herrera, José Manuel Benítez

Proceedings of the 7th International Conference on Knowledge Management in Organizations: Service and Cloud Computing, 2012