An overview of recent multi-view clustering

• Published in: Neurocomputing (Amsterdam) Vol. 402; pp. 148 - 161
• Main Authors: Fu, Lele, Lin, Pengfei, Vasilakos, Athanasios V., Wang, Shiping
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 18.08.2020
• Subjects: Graph-based clustering; Machine learning; Multi-view clustering; Space learning; Unsupervised learning; Multi-view clustering; Unsupervised learning; Machine learning; Graph-based clustering; Space learning

With the widespread deployment of sensors and the Internet-of-Things, multi-view data has become more common and publicly available. Compared to traditional data that describes objects from single perspective, multi-view data is semantically richer, more useful, however more complex. Since tradition...