Learning a consensus affinity matrix for multi-view clustering via subspaces merging on Grassmann manifold

Normalized cuts and image segmentation

Jianbo Shi, Jitendra Malik · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2000 · 15.7K citations

Computing, Computer Science, Computer Vision +12

On Spectral Clustering: Analysis and an algorithm

Andrew Y. Ng, Michael I. Jordan, Yair Weiss · 2001 · 7.8K citations

Computing, Computer Science, Data Science +10

Robust Recovery of Subspace Structures by Low-Rank Representation

Guangcan Liu, Zhouchen Lin, Shuicheng Yan et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2012 · 3.7K citations · Full text

Computing, Computer Science, Data Mining +12

Sparse Subspace Clustering: Algorithm, Theory, and Applications

Ehsan Elhamifar, René Vidal · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2013 · 3.1K citations

Computing, Computer Science, Data Science +17

The Geometry of Algorithms with Orthogonality Constraints

Alan Edelman, T. A. Arias, Steven T. Smith · SIAM Journal on Matrix Analysis and Applications · 1998 · 2.7K citations

Natural Sciences, Computer Science, Mathematics +16