Sara del Río

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

Sara del Río, Victoria López, José M. Benítez et al. · Information Sciences · 2014 · 329 citations

Imbalanced Big Data, Engineering, Data Science +11

Cost-sensitive linguistic fuzzy rule based classification systems under the MapReduce framework for imbalanced big data

Victoria López, Sara del Río, José M. Benítez et al. · Fuzzy Sets and Systems · 2014 · 254 citations

Imbalanced Big Data, Engineering, Business Intelligence +16

An insight into imbalanced Big Data classification: outcomes and challenges

Alberto Fernández, Sara del Río, Nitesh V. Chawla et al. · Complex & Intelligent Systems · 2017 · 226 citations · Full text

Big Data with Cloud Computing: an insight on the computing environment,<scp>MapReduce</scp>, and programming frameworks

Alberto Fernández, Sara del Río, Victoria López et al. · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2014 · 211 citations

Evolutionary Feature Selection for Big Data Classification: A MapReduce Approach

Daniel Peralta, Sara del Río, Sergio Ramírez‐Gallego et al. · Mathematical Problems in Engineering · 2015 · 143 citations · Full text

Engineering, Machine Learning, Feature Selection +18