Robust discriminant feature extraction for automatic depression recognition

Depression Analysis and Recognition Based on Functional Near-Infrared Spectroscopy

(2021) Rui Wang et al.   IEEE Journal of Biomedical and Health Informatics

An extension of optimal auxiliary function method to fractional order high dimensional equations

(2021) Rashid Nawaz et al.   Alexandria Engineering Journal

Classifying Major Depressive Disorder Using fNIRS During Motor Rehabilitation

(2020) Yibo Zhu et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Robust Manhattan non-negative matrix factorization for image recovery and representation

(2020) Xiangguang Dai et al.   INFORMATION SCIENCES

Validating a functional near-infrared spectroscopy diagnostic paradigm for Major Depressive Disorder

(2020) Syeda Fabeha Husain et al.   Scientific Reports

Robust nonnegative matrix factorization with structure regularization

(2020) Qi Huang et al.   NEUROCOMPUTING

Revisiting L 2,1-Norm Robustness With Vector Outlier Regularization

(2020) Bo Jiang et al.   IEEE Transactions on Neural Networks and Learning Systems

Effects of music therapy on major depressive disorder: A study of prefrontal hemodynamic functions using fNIRS

(2019) Kun Feng et al.   PSYCHIATRY RESEARCH

The neural systems of emotion regulation and abnormalities in major depressive disorder

(2019) Caroline Park et al.   BEHAVIOURAL BRAIN RESEARCH

Prefrontal Asymmetry during Cognitive Tasks and its Relationship with Suicide Ideation in Major Depressive Disorder: An fNIRS Study

(2019) Baik et al.   Diagnostics

Algorithms and Comparisons of Nonnegative Matrix Factorizations With Volume Regularization for Hyperspectral Unmixing

(2019) Andersen Man Shun Ang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Deep Non-Negative Matrix Factorization Architecture Based on Underlying Basis Images Learning

(2019) Yang Zhao et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

An Edge-based Architecture to Support Efficient Applications for Healthcare Industry 4.0

(2018) Pasquale Pace et al.   IEEE Transactions on Industrial Informatics

A Novel Digital Watermarking Based on General Non-Negative Matrix Factorization

(2018) Zigang Chen et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Intersession Instability in fNIRS-Based Emotion Recognition

(2018) Feichi Wang et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

A discriminant graph nonnegative matrix factorization approach to computer vision

(2018) Xiangguang Dai et al.   NEURAL COMPUTING & APPLICATIONS

Attributed community mining using joint general non-negative matrix factorization with graph Laplacian

(2018) Zigang Chen et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Robust Structured Nonnegative Matrix Factorization for Image Representation

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

Multiobjective Sparse Non-Negative Matrix Factorization

(2018) Maoguo Gong et al.   IEEE Transactions on Cybernetics

Unsupervised Nonnegative Adaptive Feature Extraction for Data Representation

(2018) Yan Zhang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Learning Microbial Community Structures with Supervised and Unsupervised Non-negative Matrix Factorization

(2017) Yun Cai et al.   Microbiome

Mayer waves reduce the accuracy of estimated hemodynamic response functions in functional near-infrared spectroscopy

(2016) Meryem A. Yücel et al.   Biomedical Optics Express

Gene Ranking of RNA-Seq Data via Discriminant Non-Negative Matrix Factorization

(2015) Zhilong Jia et al.   PLoS One

Robust Manifold Nonnegative Matrix Factorization

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

Automated Graph Regularized Projective Nonnegative Matrix Factorization for Document Clustering

(2014) Xiaobing Pei et al.   IEEE Transactions on Cybernetics

The Epidemiology of Depression Across Cultures

(2013) Ronald C. Kessler et al.   Annual Review of Public Health

Machine Learning Source Separation Using Maximum a Posteriori Nonnegative Matrix Factorization

(2013) Bin Gao et al.   IEEE Transactions on Cybernetics

A new discriminant NMF algorithm and its application to the extraction of subtle emotional differences in speech

(2012) Soo-Young Lee et al.   Cognitive Neurodynamics