Low-rank constraint based dual projections learning for dimensionality reduction

Locality preserving projection with symmetric graph embedding for unsupervised dimensionality reduction

(2022) Xiaohuan Lu et al.   PATTERN RECOGNITION

LCS graph kernel based on Wasserstein distance in longest common subsequence metric space

(2021) Jianming Huang et al.   SIGNAL PROCESSING

A Novel Formulation of Trace Ratio Linear Discriminant Analysis

(2021) Jingyu Wang et al.   IEEE Transactions on Neural Networks and Learning Systems

Low-Rank Discriminative Least Squares Regression for Image Classification

(2020) Zhe Chen et al.   SIGNAL PROCESSING

Structured optimal graph based sparse feature extraction for semi-supervised learning

(2020) Zhonghua Liu et al.   SIGNAL PROCESSING

Low Rank Regularization: A review

(2020) Zhanxuan Hu et al.   NEURAL NETWORKS

Locality Preserving Robust Regression for Jointly Sparse Subspace Learning

(2020) Ning Liu et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Unsupervised feature selection via latent representation learning and manifold regularization

(2019) Chang Tang et al.   NEURAL NETWORKS

Fast SRC using quadratic optimisation in downsized coefficient solution subspace

(2019) Xiaoning Song et al.   SIGNAL PROCESSING

Double Relaxed Regression for Image Classification

(2019) Na Han et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Robust Flexible Preserving Embedding

(2019) Yuwu Lu et al.   IEEE Transactions on Cybernetics

Robust Sparse Linear Discriminant Analysis

(2018) Jie Wen et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Structurally Incoherent Low-Rank Nonnegative Matrix Factorization for Image Classification

(2018) Yuwu Lu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Approximate Low-Rank Projection Learning for Feature Extraction

(2018) Xiaozhao Fang et al.   IEEE Transactions on Neural Networks and Learning Systems

Low-Rank 2-D Neighborhood Preserving Projection for Enhanced Robust Image Representation

(2018) Yuwu Lu et al.   IEEE Transactions on Cybernetics

Unsupervised Learning of Human Pose Distance Metric via Sparsity Locality Preserving Projections

(2018)   IEEE TRANSACTIONS ON MULTIMEDIA

Using orthogonal locality preserving projections to find dominant features for classifying retinal blood vessels

(2018) Devanjali Relan et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Dual Pursuit for Subspace Learning

(2018) Shuangyan Yi et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Robust Discriminant Regression for Feature Extraction

(2017) Zhihui Lai et al.   IEEE Transactions on Cybernetics

Discriminative Transfer Subspace Learning via Low-Rank and Sparse Representation

(2016) Yong Xu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Low-Rank Preserving Projections

(2016) Yuwu Lu et al.   IEEE Transactions on Cybernetics

Semisupervised Feature Selection via Spline Regression for Video Semantic Recognition

(2015) Yahong Han et al.   IEEE Transactions on Neural Networks and Learning Systems

Retargeted Least Squares Regression Algorithm

(2015) Xu-Yao Zhang et al.   IEEE Transactions on Neural Networks and Learning Systems

Outlier-Robust PCA: The High-Dimensional Case

(2012) Huan Xu et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Semi-Supervised Dimension Reduction Using Trace Ratio Criterion

(2012) Yi Huang et al.   IEEE Transactions on Neural Networks and Learning Systems

Discriminative Least Squares Regression for Multiclass Classification and Feature Selection

(2012) Shiming Xiang et al.   IEEE Transactions on Neural Networks and Learning Systems

Multi-view human movement recognition based on fuzzy distances and linear discriminant analysis

(2011) Alexandros Iosifidis et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

Constrained Nonnegative Matrix Factorization for Image Representation

(2011) Haifeng Liu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Flexible Manifold Embedding: A Framework for Semi-Supervised and Unsupervised Dimension Reduction

(2010) Feiping Nie et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Linear Regression for Face Recognition

(2010) Imran Naseem et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Computational solutions to large-scale data management and analysis

(2010) Eric E. Schadt et al.   NATURE REVIEWS GENETICS

LPP solution schemes for use with face recognition

(2010) Yong Xu et al.   PATTERN RECOGNITION

Robust Face Recognition via Sparse Representation

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