Multi-kernel fuzzy clustering based on auto-encoder for fMRI functional network
作者：
Highlights：
• An ability to reduce dimensions in the new proposed clustering algorithm.
• A new clustering objective function based on multi-kernels and auto-encoder.
• First time to apply a clustering algorithm based on auto-encoder in the brain network.
• An assistance of doctors in diagnosing brain diseases.
• A new chance for unsupervised algorithms in fMRI brain networks.
摘要
•An ability to reduce dimensions in the new proposed clustering algorithm.•A new clustering objective function based on multi-kernels and auto-encoder.•First time to apply a clustering algorithm based on auto-encoder in the brain network.•An assistance of doctors in diagnosing brain diseases.•A new chance for unsupervised algorithms in fMRI brain networks.
论文关键词：Clustering,Multi-kernel,Auto-encoder,Functional network
论文评审过程：Received 18 December 2019, Revised 23 March 2020, Accepted 1 May 2020, Available online 11 May 2020, Version of Record 11 June 2020.
论文官网地址：https://doi.org/10.1016/j.eswa.2020.113513
