Sparse sample self-representation for subspace clustering

Robust Joint Graph Sparse Coding for Unsupervised Spectral Feature Selection

(2017) Xiaofeng Zhu et al.   IEEE Transactions on Neural Networks and Learning Systems

Subspace Regularized Sparse Multitask Learning for Multiclass Neurodegenerative Disease Identification

(2016) Xiaofeng Zhu et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Robust Image Hashing With Ring Partition and Invariant Vector Distance

(2016) Zhenjun Tang et al.   IEEE Transactions on Information Forensics and Security

Block-Row Sparse Multiview Multilabel Learning for Image Classification

(2016) Xiaofeng Zhu et al.   IEEE Transactions on Cybernetics

Penalized partial least square discriminant analysis with ℓ1-norm for multi-label data

(2015) Huawen Liu et al.   PATTERN RECOGNITION

A Sparse Embedding and Least Variance Encoding Approach to Hashing

(2014) Xiaofeng Zhu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A novel matrix-similarity based loss function for joint regression and classification in AD diagnosis

(2014) Xiaofeng Zhu et al.   NEUROIMAGE

Video-to-Shot Tag Propagation by Graph Sparse Group Lasso

(2012) Xiaofeng Zhu et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Nearest neighbor selection for iteratively kNN imputation

(2012) Shichao Zhang   JOURNAL OF SYSTEMS AND SOFTWARE

Dimensionality reduction by Mixed Kernel Canonical Correlation Analysis

(2012) Xiaofeng Zhu et al.   PATTERN RECOGNITION

Self-taught dimensionality reduction on the high-dimensional small-sized data

(2012) Xiaofeng Zhu et al.   PATTERN RECOGNITION

Saliency Detection by Multitask Sparsity Pursuit

(2011) Congyan Lang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Cost-sensitive classification with inadequate labeled data

(2011) Tao Wang et al.   INFORMATION SYSTEMS

Decision tree classifiers sensitive to heterogeneous costs

(2011) Shichao Zhang   JOURNAL OF SYSTEMS AND SOFTWARE

Robust principal component analysis?

(2011) Emmanuel J. Candès et al.   JOURNAL OF THE ACM

Missing Value Estimation for Mixed-Attribute Data Sets

(2010) Xiaofeng Zhu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Foundations of a Multi-way Spectral Clustering Framework for Hybrid Linear Modeling

(2009) Guangliang Chen et al.   FOUNDATIONS OF COMPUTATIONAL MATHEMATICS

Exact Matrix Completion via Convex Optimization

(2009) Emmanuel J. Candès et al.   FOUNDATIONS OF COMPUTATIONAL MATHEMATICS

Robust Face Recognition via Sparse Representation

(2009) J. Wright et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE