TY  - JOUR 
AU  - Fernández Hilario, Alberto Luis
AU  - Río García, Sara del
AU  - Chawla, Nitesh V.
AU  - Herrera Triguero, Francisco
PY  - 2017
SN  - 2198-6053
UR  - http://hdl.handle.net/10481/49266
AB  - Big Data applications are emerging during the last years, and researchers from many disciplines are aware of the high advantages related to the knowledge extraction from this type of problem. However, traditional learning approaches cannot be directly...
LA  - eng
PB  - Springer
KW  - Big data
KW  - Imbalanced classification
KW  - MapReduce
KW  - Pre-processing
KW  - Sampling
TI  - An insight into imbalanced Big Data classification: outcomes and challenges
DO  - 10.1007/s40747-017-0037-9
ER  -