Adaptive graph-based generalized regression model for unsupervised feature selection

Convex Non-Negative Matrix Factorization With Adaptive Graph for Unsupervised Feature Selection

(2020) Aihong Yuan et al.   IEEE Transactions on Cybernetics

Unsupervised feature selection with multi-subspace randomization and collaboration

(2019) Dong Huang et al.   KNOWLEDGE-BASED SYSTEMS

An Efficient Framework for Unsupervised Feature Selection

(2019) Han Zhang et al.   NEUROCOMPUTING

GMC: Graph-Based Multi-View Clustering

(2019) Hao Wang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Local and Global Structure Preservation for Robust Unsupervised Spectral Feature Selection

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

Evolutionary Population Dynamics and Grasshopper Optimization approaches for feature selection problems

(2018) Majdi Mafarja et al.   KNOWLEDGE-BASED SYSTEMS

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

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

Generalized Uncorrelated Regression with Adaptive Graph for Unsupervised Feature Selection

(2018) Xuelong Li et al.   IEEE Transactions on Neural Networks and Learning Systems

GMDH-based semi-supervised feature selection for customer classification

(2017) Jin Xiao et al.   KNOWLEDGE-BASED SYSTEMS

Eye tracking data guided feature selection for image classification

(2017) Xuan Zhou et al.   PATTERN RECOGNITION

A generalized power iteration method for solving quadratic problem on the Stiefel manifold

(2017) Feiping Nie et al.   Science China-Information Sciences

Unsupervised feature selection via maximum projection and minimum redundancy

(2015) Shiping Wang et al.   KNOWLEDGE-BASED SYSTEMS

Unsupervised feature selection by regularized self-representation

(2015) Pengfei Zhu et al.   PATTERN RECOGNITION

Robust Manifold Nonnegative Matrix Factorization

(2014) Jin Huang et al.   ACM Transactions on Knowledge Discovery from Data

Feature Selection for Multimedia Analysis by Sharing Information Among Multiple Tasks

(2012) Yi Yang et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Robust classification using ℓ2,1-norm based regression model

(2012) Chuan-Xian Ren et al.   PATTERN RECOGNITION

Discriminant sparse neighborhood preserving embedding for face recognition

(2012) Jie Gui et al.   PATTERN RECOGNITION

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

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

Discriminative Semi-Supervised Feature Selection Via Manifold Regularization

(2010) Zenglin Xu et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Text Clustering with Feature Selection by Using Statistical Data

(2008) Yanjun Li et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Nonlinear Dimensionality Reduction with Local Spline Embedding

(2008) Shiming Xiang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING