Clustering With Orthogonal AutoEncoder

Recently, clustering algorithms based on deep AutoEncoder attract lots of attention due to their excellent clustering performance. On the other hand, the success of PCA-Kmeans and spectral clustering corroborates that the orthogonality of embedding is beneficial to increase the clustering accuracy....

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Bibliographic Details
Main Authors: Wei Wang, Dan Yang, Feiyu Chen, Yunsheng Pang, Sheng Huang, Yongxin Ge
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8712494/