Sergio Ramírez‐Gallego

Big data preprocessing: methods and prospects

Salvador García, Sergio Ramírez‐Gallego, Julián Luengo et al. · Big Data Analytics · 2016 · 696 citations · Full text

Computing, Computer Science, Big Data Analytics +13

A survey on data preprocessing for data stream mining: Current status and future directions

Sergio Ramírez‐Gallego, Bartosz Krawczyk, Salvador García et al. · Neurocomputing · 2017 · 491 citations

Computing, Computer Science, Data Science +16

Fast-mRMR: Fast Minimum Redundancy Maximum Relevance Algorithm for High-Dimensional Big Data

Sergio Ramírez‐Gallego, Iago Lastra, David Martínez‐Rego et al. · International Journal of Intelligent Systems · 2016 · 200 citations

Computing, Computer Science, Data Science +16

Data discretization: taxonomy and big data challenge

Sergio Ramírez‐Gallego, Salvador García, Héctor Mouriño‐Talín et al. · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2015 · 157 citations

Computing, Computer Science, Big Data Analytics +10

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 · 145 citations · Full text

Computing, Computer Science, Data Mining +16