Regularized Co-Clustering with Dual Supervision

Manifold Regularization: A Geometric Framework for Learning from Labeled and Unlabeled Examples

2006 • 3,200 citations

Co-clustering documents and words using bipartite spectral graph partitioning

2001 • 1,699 citations

Orthogonal nonnegative matrix t-factorizations for clustering

2006 • 1,188 citations

On the Equivalence of Nonnegative Matrix Factorization and Spectral Clustering

2005 • 950 citations

Matrix Algebra from a Statistician's Perspective

1998 • 948 citations

Document clustering using word clusters via the information bottleneck method

2000 • 482 citations

The Relationships Among Various Nonnegative Matrix Factorization Methods for Clustering

2006 • 308 citations

A Generalized Maximum Entropy Approach to Bregman Co-clustering and Matrix Approximation

2007 • 305 citations

Learning from labeled features using generalized expectation criteria

2008 • 257 citations

Solution of the Sylvester matrix equation AXB ^T + CXD ^T = E

1992 • 210 citations

Document-Word Co-regularization for Semi-supervised Sentiment Analysis

2008 • 182 citations

Algorithms, Initializations, and Convergence for the Nonnegative Matrix Factorization.

2014 • 151 citations

On the Equivalence of Nonnegative Matrix Factorization and K-means- Spectral Clustering

2005 • 30 citations

Semi-supervised Learning from Unbalanced Labeled Data – An Improvement

2004 • 12 citations