Pairwise dependence-based unsupervised feature selection

Local Discriminative Based Sparse Subspace Learning for Feature Selection

(2019) Ronghua Shang et al.   PATTERN RECOGNITION

Simultaneous feature selection and discretization based on mutual information

(2019) Sadia Sharmin et al.   PATTERN RECOGNITION

Nonnegative Laplacian embedding guided subspace learning for unsupervised feature selection

(2019) Yong Zhang et al.   PATTERN RECOGNITION

Efficient information-theoretic unsupervised feature selection

(2018) J. Lee et al.   ELECTRONICS LETTERS

Robust unsupervised feature selection via dual self-representation and manifold regularization

(2018) Chang Tang et al.   KNOWLEDGE-BASED SYSTEMS

Unsupervised feature selection by regularized matrix factorization

(2018) Miao Qi et al.   NEUROCOMPUTING

Co-regularized unsupervised feature selection

(2018) Pengfei Zhu et al.   NEUROCOMPUTING

Semi-supervised local multi-manifold Isomap by linear embedding for feature extraction

(2018) Yan Zhang et al.   PATTERN RECOGNITION

Semi-supervised sparse feature selection via graph Laplacian based scatter matrix for regression problems

(2018) Razieh Sheikhpour et al.   INFORMATION SCIENCES

Unsupervised feature selection via low-rank approximation and structure learning

(2017) Shiping Wang et al.   KNOWLEDGE-BASED SYSTEMS

Direct Estimation of the Derivative of Quadratic Mutual Information with Application in Supervised Dimension Reduction

(2017) Voot Tangkaratt et al.   NEURAL COMPUTATION

Unsupervised feature selection via Diversity-induced Self-representation

(2017) Yanbei Liu et al.   NEUROCOMPUTING

Robust unsupervised feature selection via matrix factorization

(2017) Shiqiang Du et al.   NEUROCOMPUTING

A Survey on semi-supervised feature selection methods

(2017) Razieh Sheikhpour et al.   PATTERN RECOGNITION

Subspace clustering guided unsupervised feature selection

(2017) Pengfei Zhu et al.   PATTERN RECOGNITION

Global and local structure preserving sparse subspace learning: An iterative approach to unsupervised feature selection

(2016) Nan Zhou et al.   PATTERN RECOGNITION

Unsupervised feature selection by regularized self-representation

(2015) Pengfei Zhu et al.   PATTERN RECOGNITION

Sparse feature selection based on graph Laplacian for web image annotation

(2014) Caijuan Shi et al.   IMAGE AND VISION COMPUTING

Sparse Subspace Clustering: Algorithm, Theory, and Applications

(2013) E. Elhamifar et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Least-squares independence regression for non-linear causal inference under non-Gaussian noise

(2013) Makoto Yamada et al.   MACHINE LEARNING

Filter-Type Variable Selection Based on Information Measures for Regression Tasks

(2012) Pedro Latorre Carmona et al.   Entropy

Discriminating Joint Feature Analysis for Multimedia Data Understanding

(2012) Zhigang Ma et al.   IEEE TRANSACTIONS ON MULTIMEDIA