TY  - JOUR 
AU  - Kraiem, Mohamed S.
AU  - Sánchez-Hernández, Fernando
AU  - Moreno García, María Navelonga
PY  - 2021
UR  - http://hdl.handle.net/10366/166828
AB  - [EN]In many application domains such as medicine, information retrieval, cybersecurity, social media, etc., datasets used for inducing classification models often have an unequal distribution of the instances of each class. This situation, known as...
LA  - eng
PB  - MDPI
KW  - Imbalanced data classification
KW  - Undersampling
KW  - Oversampling
KW  - SMOTE
KW  - ROS
KW  - RUS
KW  - OSS
KW  - CNN
KW  - ENN
KW  - TL
TI  - Selecting the Suitable Resampling Strategy for Imbalanced Data Classification Regarding Dataset Properties. An Approach Based on Association Models
DO  - 10.3390/app11188546
T2  - Applied Sciences
VL  - 11
M2  - 8546
ER  -