Joint self-representation and subspace learning for unsupervised feature selection

Efficient kNN Classification With Different Numbers of Nearest Neighbors

(2018) Shichao Zhang et al.   IEEE Transactions on Neural Networks and Learning Systems

Graph PCA Hashing for Similarity Search

(2017) Xiaofeng Zhu et al.   IEEE TRANSACTIONS ON MULTIMEDIA

A novel relational regularization feature selection method for joint regression and classification in AD diagnosis

(2017) Xiaofeng Zhu et al.   MEDICAL IMAGE ANALYSIS

Graph self-representation method for unsupervised feature selection

(2017) Rongyao Hu et al.   NEUROCOMPUTING

Robust Joint Graph Sparse Coding for Unsupervised Spectral Feature Selection

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

Group-Based Alternating Direction Method of Multipliers for Distributed Linear Classification

(2017) Huihui Wang et al.   IEEE Transactions on Cybernetics

Subspace Regularized Sparse Multitask Learning for Multiclass Neurodegenerative Disease Identification

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

Regularization feature selection projection twin support vector machine via exterior penalty

(2016) Ping Yi et al.   NEURAL COMPUTING & APPLICATIONS

Self-representation nearest neighbor search for classification

(2016) Shichao Zhang et al.   NEUROCOMPUTING

Block-Row Sparse Multiview Multilabel Learning for Image Classification

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

Smoothed Low Rank and Sparse Matrix Recovery by Iteratively Reweighted Least Squares Minimization

(2015) Canyi Lu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Evolving RBF neural networks for rainfall prediction using hybrid particle swarm optimization and genetic algorithm

(2015) Jiansheng Wu et al.   NEUROCOMPUTING

Unsupervised feature selection by regularized self-representation

(2015) Pengfei Zhu et al.   PATTERN RECOGNITION

An unsupervised feature selection algorithm based on ant colony optimization

(2014) Sina Tabakhi et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Maximum Margin Projection Subspace Learning for Visual Data Analysis

(2014) Symeon Nikitidis et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A Sparse Embedding and Least Variance Encoding Approach to Hashing

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

Cost-sensitive classification with inadequate labeled data

(2011) Tao Wang et al.   INFORMATION SYSTEMS

A GRASP algorithm for fast hybrid (filter-wrapper) feature subset selection in high-dimensional datasets

(2011) Pablo Bermejo et al.   PATTERN RECOGNITION LETTERS

Shell-neighbor method and its application in missing data imputation

(2010) Shichao Zhang   APPLIED INTELLIGENCE

Missing Value Estimation for Mixed-Attribute Data Sets

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

Missing data imputation by utilizing information within incomplete instances

(2010) Shichao Zhang et al.   JOURNAL OF SYSTEMS AND SOFTWARE