Low-rank dictionary learning for unsupervised feature selection

Joint dictionary and graph learning for unsupervised feature selection

(2020) Deqiong Ding et al.   APPLIED INTELLIGENCE

Unsupervised feature selection based on adaptive similarity learning and subspace clustering

(2020) Mohsen Ghassemi Parsa et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Local Discriminative Based Sparse Subspace Learning for Feature Selection

(2019) Ronghua Shang et al.   PATTERN RECOGNITION

Robust Subspace Clustering With Compressed Data

(2019) Guangcan Liu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Unsupervised feature selection via graph matrix learning and the low-dimensional space learning for classification

(2019) Xiaohong Han et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Deep feature selection using a teacher-student network

(2019) Ali Mirzaei et al.   NEUROCOMPUTING

Discriminative Fisher Embedding Dictionary Learning Algorithm for Object Recognition

(2019) Zhengming Li et al.   IEEE Transactions on Neural Networks and Learning Systems

Local and Global Structure Preservation for Robust Unsupervised Spectral Feature Selection

(2018) Xiaofeng Zhu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Structure preserving unsupervised feature selection

(2018) Quanmao Lu et al.   NEUROCOMPUTING

Unsupervised feature selection in linked biological data

(2018) Elham Hoseini et al.   PATTERN ANALYSIS AND APPLICATIONS

Deep-FS: A Feature Selection Algorithm for Deep Boltzmann Machines

(2018) Aboozar Taherkhani et al.   NEUROCOMPUTING

One-Step Multi-View Spectral Clustering

(2018) Xiaofeng Zhu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Graph self-representation method for unsupervised feature selection

(2017) Rongyao Hu et al.   NEUROCOMPUTING

Jointly Learning Structured Analysis Discriminative Dictionary and Analysis Multiclass Classifier

(2017) Zhao Zhang et al.   IEEE Transactions on Neural Networks and Learning Systems

Robust Joint Graph Sparse Coding for Unsupervised Spectral Feature Selection

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

Relevant based structure learning for feature selection

(2016) Hadi Zare et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Graph Regularized Feature Selection with Data Reconstruction

(2016) Zhou Zhao et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Low-rank feature selection for multi-view regression

(2016) Rongyao Hu et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Sparse feature selection based on L2,1/2-matrix norm for web image annotation

(2015) Caijuan Shi et al.   NEUROCOMPUTING

Clustering-Guided Sparse Structural Learning for Unsupervised Feature Selection

(2013) Zechao Li et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

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

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

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

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

Efficient greedy feature selection for unsupervised learning

(2012) Ahmed K. Farahat et al.   KNOWLEDGE AND INFORMATION SYSTEMS

On Similarity Preserving Feature Selection

(2011) Zheng Zhao et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Graph Regularized Sparse Coding for Image Representation

(2010) Miao Zheng et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING