Spatio-temporal scale information fusion of functional near-infrared spectroscopy signal for depression detection

Robust discriminant feature extraction for automatic depression recognition

(2023) Jitao Zhong et al.   Biomedical Signal Processing and Control

Noise-aware clustering based on maximum correntropy criterion and adaptive graph regularization

(2023) Xinyu Li et al.   INFORMATION SCIENCES

Robust dual-graph discriminative NMF for data classification

(2023) Ge Lu et al.   KNOWLEDGE-BASED SYSTEMS

Improving generalization of double low-rank representation using Schatten-p norm

(2023) Jiaoyan Zhao et al.   PATTERN RECOGNITION

Feature extraction based on sparse graphs embedding for automatic depression detection

(2023) Jitao Zhong et al.   Biomedical Signal Processing and Control

Pairwise constraints-based semi-supervised fuzzy clustering with multi-manifold regularization

(2023) Yingxu Wang et al.   INFORMATION SCIENCES

Low-rank with sparsity constraints for image denoising

(2023) Yang Ou et al.   INFORMATION SCIENCES

Adaptive fusion affinity graph with noise-free online low-rank representation for natural image segmentation

(2023) Yang Zhang et al.   PATTERN RECOGNITION

Two-dimensional semi-nonnegative matrix factorization for clustering

(2022) Chong Peng et al.   INFORMATION SCIENCES

Solving the reliability-oriented generalized assignment problem by Lagrangian relaxation and Alternating Direction Method of Multipliers

(2022) Maocan Song et al.   EXPERT SYSTEMS WITH APPLICATIONS

Diversity embedding deep matrix factorization for multi-view clustering

(2022) Zexi Chen et al.   INFORMATION SCIENCES

Tensor subspace clustering using consensus tensor low-rank representation

(2022) Bing Cai et al.   INFORMATION SCIENCES

HyperNTF: A hypergraph regularized nonnegative tensor factorization for dimensionality reduction

(2022) Wanguang Yin et al.   NEUROCOMPUTING

Dynamic feature fusion with spatial-temporal context for robust object tracking

(2022) Ke Nai et al.   PATTERN RECOGNITION

Alternating direction method of multipliers for nonconvex log total variation image restoration

(2022) Benxin Zhang et al.   APPLIED MATHEMATICAL MODELLING

Canonical correlation analysis of dimension reduced degradation feature space for machinery condition monitoring

(2022) Xiaomeng Li et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Low-rank constraint based dual projections learning for dimensionality reduction

(2022) Lin Jiang et al.   SIGNAL PROCESSING

Prediction of drug response in major depressive disorder using ensemble of transfer learning with convolutional neural network based on EEG

(2021) Mohsen Sadat Shahabi et al.   Biocybernetics and Biomedical Engineering

Low-rank representation with adaptive dictionary learning for subspace clustering

(2021) Jie Chen et al.   KNOWLEDGE-BASED SYSTEMS

Decoding SSVEP patterns from EEG via multivariate variational mode decomposition-informed canonical correlation analysis

(2021) Liang Chang et al.   Biomedical Signal Processing and Control

End-to-end multimodal clinical depression recognition using deep neural networks: A comparative analysis

(2021) Muhammad Muzammel et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Sliced Wasserstein based Canonical Correlation Analysis for Cross-Domain Recommendation

(2021) Zian Zhao et al.   PATTERN RECOGNITION LETTERS

Depression Analysis and Recognition Based on Functional Near-Infrared Spectroscopy

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

Dual semi-supervised convex nonnegative matrix factorization for data representation

(2021) Siyuan Peng et al.   INFORMATION SCIENCES

Classifying Major Depressive Disorder Using fNIRS During Motor Rehabilitation

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

Attentional biases to emotional information in clinical depression: A systematic and meta-analytic review of eye tracking findings

(2020) Thomas Suslow et al.   JOURNAL OF AFFECTIVE DISORDERS

Discriminative dimensionality reduction for sensor drift compensation in electronic nose: A robust, low-rank, and sparse representation method

(2020) Zhengkun Yi   EXPERT SYSTEMS WITH APPLICATIONS

Feature-level fusion approaches based on multimodal EEG data for depression recognition

(2020) Hanshu Cai et al.   Information Fusion

LGSLRR: Towards fusing discriminative ordinal local and global structured low-rank representation for image recognition

(2020) Qi Zhu et al.   INFORMATION SCIENCES

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

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

Discriminative subspace matrix factorization for multiview data clustering

(2020) Jiaqi Ma et al.   PATTERN RECOGNITION

Robust semi-supervised nonnegative matrix factorization for image clustering

(2020) Siyuan Peng et al.   PATTERN RECOGNITION

Robust distribution-based nonnegative matrix factorizations for dimensionality reduction

(2020) Xinjun Peng et al.   INFORMATION SCIENCES

Exploring a unified low rank representation for multi-focus image fusion

(2020) Qiang Zhang et al.   PATTERN RECOGNITION

Fusing of Electroencephalogram and Eye Movement With Group Sparse Canonical Correlation Analysis for Anxiety Detection

(2020) Xiaowei Zhang et al.   IEEE Transactions on Affective Computing

Integration of GWAS and brain eQTL identifies FLOT1 as a risk gene for major depressive disorder

(2019) Jingmei Zhong et al.   NEUROPSYCHOPHARMACOLOGY

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

(2019) Caroline Park et al.   BEHAVIOURAL BRAIN RESEARCH

Application of functional near-infrared spectroscopy in the healthcare industry

(2019) Keum-Shik Hong et al.   Journal of Innovative Optical Health Sciences

Improved physiological noise regression in fNIRS: A multimodal extension of the General Linear Model using temporally embedded Canonical Correlation Analysis

(2019) Alexander von Lühmann et al.   NEUROIMAGE

Intersession Instability in fNIRS-Based Emotion Recognition

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

Applications of Functional Near-Infrared Spectroscopy (fNIRS) Neuroimaging in Exercise–Cognition Science: A Systematic, Methodology-Focused Review

(2018) Fabian Herold et al.   Journal of Clinical Medicine

Learning robust and discriminative low-rank representations for face recognition with occlusion

(2017) Guangwei Gao et al.   PATTERN RECOGNITION

A review on continuous wave functional near-infrared spectroscopy and imaging instrumentation and methodology

(2013) Felix Scholkmann et al.   NEUROIMAGE

Robust Recovery of Subspace Structures by Low-Rank Representation

(2012) Guangcan Liu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Functional near infrared spectroscopy (NIRS) signal improvement based on negative correlation between oxygenated and deoxygenated hemoglobin dynamics

(2009) Xu Cui et al.   NEUROIMAGE

A Fast Algorithm for Edge-Preserving Variational Multichannel Image Restoration

(2009) Junfeng Yang et al.   SIAM Journal on Imaging Sciences