A novel multigranularity feature-selection method based on neighborhood mutual information and its application in autistic patient identification

Chunlei Shi, Xianwei Xin, Jiacai Zhang

Abstract: Highlights•A novel multigranularity feature-selection method for ASD recognition was developed.•The proposed method can effectively select those features with strong discrimination and low redundancy.•With the proposed feature-selection method we achieve outstanding classification results.