Sara del Río

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 3

Top Topics

Data Preprocessing

Mapreduce Framework

Classification Systems

Top Venues

WIREs Data Mining Knowl. Discov.

Int. J. Comput. Intell. Syst.

Publications

Giovanni-Breogán Ferreiro-Lera, Ángel Penas, Sara del Río
Unveiling Deviations from IPCC Temperature Projections through Bayesian Downscaling and Assessment of CMIP6 General Circulation Models in a Climate-Vulnerable Region. Remote. Sens. 16 (11) (2024)
Alberto Fernández, Sara del Río, Abdullah Bawakid, Francisco Herrera
Fuzzy rule based classification systems for big data with MapReduce: granularity analysis. Adv. Data Anal. Classif. 11 (4) (2017)
Alberto Fernández, Sara del Río, Francisco Herrera
A First Approach in Evolutionary Fuzzy Systems based on the lateral tuning of the linguistic labels for Big Data classification. FUZZ-IEEE (2016)
Sara del Río, Victoria López, José Manuel Benítez, Francisco Herrera
A MapReduce Approach to Address Big Data Classification Problems Based on the Fusion of Linguistic Fuzzy Rules. Int. J. Comput. Intell. Syst. 8 (3) (2015)
Victoria López, Sara del Río, José Manuel Benítez, Francisco Herrera
Cost-sensitive linguistic fuzzy rule based classification systems under the MapReduce framework for imbalanced big data. Fuzzy Sets Syst. 258 (2015)
Sara del Río, José Manuel Benítez, Francisco Herrera
Analysis of Data Preprocessing Increasing the Oversampling Ratio for Extremely Imbalanced Big Data Classification. TrustCom/BigDataSE/ISPA (2) (2015)
Isaac Triguero, Sara del Río, Victoria López, Jaume Bacardit, José Manuel Benítez, Francisco Herrera
ROSEFW-RF: The winner algorithm for the ECBDL'14 big data competition: An extremely imbalanced big data bioinformatics problem. Knowl. Based Syst. 87 (2015)
Alberto Fernández, Sara del Río, Victoria López, Abdullah Bawakid, María José del Jesus, José Manuel Benítez, Francisco Herrera
Big Data with Cloud Computing: an insight on the computing environment, MapReduce, and programming frameworks. WIREs Data Mining Knowl. Discov. 4 (5) (2014)
Sara del Río, Victoria López, José Manuel Benítez, Francisco Herrera
On the use of MapReduce for imbalanced big data using Random Forest. Inf. Sci. 285 (2014)
Victoria López, Sara del Río, José Manuel Benítez, Francisco Herrera
On the use of MapReduce to build linguistic fuzzy rule based classification systems for big data. FUZZ-IEEE (2014)
Alberto Fernández, Sara del Río, Francisco Herrera, José Manuel Benítez
An Overview on the Structure and Applications for Business Intelligence and Data Mining in Cloud Computing. KMO (2012)