Simultaneously learning affinity matrix and data representations for machine fault diagnosis

• Main Authors: Li, Yue, Zeng, Yijie, Liu, Tianchi, Jia, Xiaofan, Huang, Guang-Bin
• 其他作者: School of Electrical and Electronic Engineering
• 格式: Article
• 語言: English
• 出版: 2022
• 主題: Engineering::Electrical and electronic engineering; Extreme Learning Machine; Autoencoder
• 在線閱讀: https://hdl.handle.net/10356/160940

Recently, preserving geometry information of data while learning representations have attracted increasing attention in intelligent machine fault diagnosis. Existing geometry preserving methods require to predefine the similarities between data points in the original data space. The predefined affin...