Sparse-Representation-Based Classification with Structure-Preserving Dimension Reduction

Neural associative memories and sparse coding

(2012) Günther Palm   NEURAL NETWORKS

DCPE co-training for classification

(2012) Jin Xu et al.   NEUROCOMPUTING

Dimensionality reduction via compressive sensing

(2012) Junbin Gao et al.   PATTERN RECOGNITION LETTERS

Sparse Representation of Brain Aging: Extracting Covariance Patterns from Structural MRI

(2012) Longfei Su et al.   PLoS One

Sentic Album: Content-, Concept-, and Context-Based Online Personal Photo Management System

(2012) Erik Cambria et al.   Cognitive Computation

A three-network architecture for on-line learning and optimization based on adaptive dynamic programming

(2011) Haibo He et al.   NEUROCOMPUTING

Sentic Web: A New Paradigm for Managing Social Media Affective Information

(2011) Marco Grassi et al.   Cognitive Computation

A Sparse Coding Model with Synaptically Local Plasticity and Spiking Neurons Can Account for the Diverse Shapes of V1 Simple Cell Receptive Fields

(2011) Joel Zylberberg et al.   PLoS Computational Biology

The benefit of group sparsity

(2010) Junzhou Huang et al.   ANNALS OF STATISTICS

Sparse supervised dimension reduction in high dimensional classification

(2010) Junhui Wang et al.   Electronic Journal of Statistics

Learning from Imbalanced Data

(2009) Haibo He et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Robust Face Recognition via Sparse Representation

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

Sparse Coding Neural Gas: Learning of overcomplete data representations

(2009) Kai Labusch et al.   NEUROCOMPUTING

An associative sparse coding neural network and applications

(2009) Xianhua Zeng et al.   NEUROCOMPUTING

IMORL: Incremental Multiple-Object Recognition and Localization

(2008) Haibo He et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Sure independence screening for ultrahigh dimensional feature space

(2008) Jianqing Fan et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY