Mixed-order spectral clustering for complex networks

•Mixed-order spectral clustering to model both second-order and third-order structures simultaneously for complex networks.•Mixed-order cut criteria for performance enhancement and mixed-order evaluation metrics for structural-level evaluation.•Extensive experiments on community detection and superpixel segmentation tasks to evaluate the performance of the proposed methods.