Supervised feature selection algorithm via discriminative ridge regression

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

Real-time social media retrieval with spatial, temporal and social constraints

(2017) Lianli Gao et al.   NEUROCOMPUTING

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

Constructing the L2-Graph for Robust Subspace Learning and Subspace Clustering

(2017) Xi Peng 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

Optimized Graph Learning Using Partial Tags and Multiple Features for Image and Video Annotation

(2016) Jingkuan Song et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A Distance-Computation-Free Search Scheme for Binary Code Databases

(2016) Jingkuan Song et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Deep and fast: Deep learning hashing with semi-supervised graph construction

(2016) Jingkuan Song et al.   IMAGE AND VISION COMPUTING

Semi-supervised feature selection based on local discriminative information

(2016) Zhiqiang Zeng et al.   NEUROCOMPUTING

Efficient k NN classification algorithm for big data

(2016) Zhenyun Deng et al.   NEUROCOMPUTING

Block-Row Sparse Multiview Multilabel Learning for Image Classification

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

Convolutional Sparse Coding for Trajectory Reconstruction

(2015) Yingying Zhu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Soft-constrained Laplacian score for semi-supervised multi-label feature selection

(2015) Abdelouahid Alalga et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Feature selection by combining subspace learning with sparse representation

(2015) Debo Cheng et al.   MULTIMEDIA SYSTEMS

Learning in high-dimensional multimedia data: the state of the art

(2015) Lianli Gao et al.   MULTIMEDIA SYSTEMS

Unsupervised feature selection by regularized self-representation

(2015) Pengfei Zhu et al.   PATTERN RECOGNITION

A survey on multi-output regression

(2015) Hanen Borchani et al.   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

Stopping Criteria for Non-Negative Matrix Factorization Based Supervised and Semi-Supervised Source Separation

(2014) Francois G. Germain et al.   IEEE SIGNAL PROCESSING LETTERS

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

Effective Multiple Feature Hashing for Large-Scale Near-Duplicate Video Retrieval

(2013) Jingkuan Song et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Large Margin Subspace Learning for feature selection

(2013) Bo Liu et al.   PATTERN RECOGNITION

Sparse Reduced-Rank Regression for Simultaneous Dimension Reduction and Variable Selection

(2012) Lisha Chen et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Complete local Fisher discriminant analysis with Laplacian score ranking for face recognition

(2012) Hong Huang et al.   NEUROCOMPUTING

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

(2012) Xiaofeng Zhu et al.   PATTERN RECOGNITION

A semi-supervised feature ranking method with ensemble learning

(2012) Fazia Bellal et al.   PATTERN RECOGNITION LETTERS

Shell-neighbor method and its application in missing data imputation

(2010) Shichao Zhang   APPLIED INTELLIGENCE

Missing data imputation by utilizing information within incomplete instances

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