Robust auto-weighted multi-view subspace clustering with common subspace representation matrix

How to Estimate the Regularization Parameter for Spectral Regression Discriminant Analysis and its Kernel Version?

(2013) Jie Gui et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Pairwise Sparsity Preserving Embedding for Unsupervised Subspace Learning and Classification

(2013) Zhao Zhang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Sparse Subspace Clustering: Algorithm, Theory, and Applications

(2013) E. Elhamifar et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Multiview Locally Linear Embedding for Effective Medical Image Retrieval

(2013) Hualei Shen et al.   PLoS One

Multiple Graph Label Propagation by Sparse Integration

(2013) Masayuki Karasuyama et al.   IEEE Transactions on Neural Networks and Learning Systems

Joint Embedding Learning and Sparse Regression: A Framework for Unsupervised Feature Selection

(2013) Chenping Hou et al.   IEEE Transactions on Cybernetics

Binary- and Multi-class Group Sparse Canonical Correlation Analysis for Feature Extraction and Classification

(2012) Zhao Zhang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Robust Recovery of Subspace Structures by Low-Rank Representation

(2012) Guangcan Liu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Discriminant sparse neighborhood preserving embedding for face recognition

(2012) Jie Gui et al.   PATTERN RECOGNITION

Subspace Clustering

(2011) Rene Vidal   IEEE SIGNAL PROCESSING MAGAZINE

Multiview Spectral Embedding

(2010) Tian Xia et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Locality preserving discriminant projections for face and palmprint recognition

(2010) Jie Gui et al.   NEUROCOMPUTING

Foreground Focus: Unsupervised Learning from Partially Matching Images

(2009) Yong Jae Lee et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION