Multi-view clustering: A survey

• Published in: Big Data Mining and Analytics Vol. 1; no. 2; pp. 83 - 107
• Main Authors: Yang, Yan, Wang, Hao
• Format: Journal Article
• Language: English
• Published: Beijing Tsinghua University Press 01.06.2018
• Subjects: Algorithms; Big Data; Clustering; conditional functional dependency; Data mining; data quality; Machine learning; Subspaces; Taxonomy

In the big data era, the data are generated from different sources or observed from different views. These data are referred to as multi-view data. Unleashing the power of knowledge in multi-view data is very important in big data mining and analysis. This calls for advanced techniques that consider...