Auto-weighted multi-view clustering via deep matrix decomposition

• Published in: Pattern recognition Vol. 97; p. 107015
• Main Authors: Huang, Shudong, Kang, Zhao, Xu, Zenglin
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.01.2020
• Subjects: Clustering; Deep matrix decomposition; Multi-view learning; Optimization algorithm; Optimization algorithm; Deep matrix decomposition; Clustering; Multi-view learning

•Anovel deep multi-view learning model is proposed by uncovering the hierarchical semantics of the input data in a layer-wise way.•The instances from the same class but from different views are forced to be closer layer by layer in the low-dimensional space, which is beneficial for the subsequent le...