TY  - JOUR 
AU  - Juez Gil, Mario
AU  - Arnaiz González, Álvar
AU  - Rodríguez Diez, Juan José
AU  - López Nozal, Carlos
AU  - García Osorio, César
PY  - 2021
SN  - 0925-2312
UR  - http://hdl.handle.net/10259/6206
AB  - One of the main goals of Big Data research, is to find new data mining methods that are able to process large amounts of data in acceptable times. In Big Data classification, as in traditional classification, class imbalance is a common problem that...
LA  - eng
PB  - Elsevier
KW  - SMOTE
KW  - Imbalance
KW  - Spark
KW  - Big data
KW  - Data mining
KW  - Informática
KW  - Computer science
TI  - Approx-SMOTE: Fast SMOTE for Big Data on Apache Spark
DO  - 10.1016/j.neucom.2021.08.086
ER  -