Low-rank sparse feature selection for image classification

Unsupervised feature selection by non-convex regularized self-representation

(2021) Jianyu Miao et al.   EXPERT SYSTEMS WITH APPLICATIONS

Convolutional Neural Networks as a Model of the Visual System: Past, Present, and Future

(2020) Grace Lindsay   JOURNAL OF COGNITIVE NEUROSCIENCE

High-dimensional microarray dataset classification using an improved adam optimizer (iAdam)

(2020) Utkarsh Mahadeo Khaire et al.   Journal of Ambient Intelligence and Humanized Computing

Principal component analysis based construction and evaluation of cryptocurrency index

(2020) Agam Shah et al.   EXPERT SYSTEMS WITH APPLICATIONS

A review of unsupervised feature selection methods

(2019) Saúl Solorio-Fernández et al.   ARTIFICIAL INTELLIGENCE REVIEW

Combining Filter-Based Feature Selection Methods and Gaussian Mixture Model for the Classification of Seismic Events From Cotopaxi Volcano

(2019) Pablo Venegas et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Optimally linearizing the alternating direction method of multipliers for convex programming

(2019) Bingsheng He et al.   COMPUTATIONAL OPTIMIZATION AND APPLICATIONS

(Multiscale) Cross-Entropy Methods: A Review

(2019) Antoine Jamin et al.   Entropy

Cost-sensitive dual-bidirectional linear discriminant analysis

(2019) Huaxiong Li et al.   INFORMATION SCIENCES

High-dimensional supervised feature selection via optimized kernel mutual information

(2018) Ning Bi et al.   EXPERT SYSTEMS WITH APPLICATIONS

Unsupervised feature selection by self-paced learning regularization

(2018) Wei Zheng et al.   PATTERN RECOGNITION LETTERS

Differential evolution for feature selection: a fuzzy wrapper–filter approach

(2018) Emrah Hancer   SOFT COMPUTING

Sparse Multigraph Embedding for Multimodal Feature Representation

(2017) Shiping Wang et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Unsupervised feature selection via low-rank approximation and structure learning

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

Unsupervised feature selection by regularized self-representation

(2015) Pengfei Zhu et al.   PATTERN RECOGNITION

Exact minimum rank approximation via Schattenp-norm minimization

(2014) Lu Liu et al.   JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS