Guobiao Xu

Multi-class Unbalanced Data Classification for Sleep Staging

2020 · International Journal of Computer and Electrical Engineering

Unbalanced data classification is a research focus for many applications, including financial fraud detection, network intrusion detection and cancer classification.However, unbalanced data classification is rarely investigated in the field of EEG-based sleep staging.Herein, considering the …