List of works - Xiaobo Chen

A toolbox for brain network construction and classification (BrainNetClass)

scientific article published on 12 March 2020

Complete large margin linear discriminant analysis using mathematical programming approach

scholarly article by Xiaobo Chen et al published June 2013 in Pattern Recognition

Connectivity strength-weighted sparse group representation-based brain network construction for MCI classification

scientific article

Constructing Multi-frequency High-Order Functional Connectivity Network for Diagnosis of Mild Cognitive Impairment

Correlation-Weighted Sparse Group Representation for Brain Network Construction in MCI Classification

scientific article published on 02 October 2016

Ensemble Hierarchical High-Order Functional Connectivity Networks for MCI Classification

scientific article published on 02 October 2016

Ensemble Learning Multiple LSSVR With Improved Harmony Search Algorithm for Short-Term Traffic Flow Forecasting

scientific article published in 2018

Extraction of dynamic functional connectivity from brain grey matter and white matter for MCI classification

scientific article

Functional Connectivity Network Fusion with Dynamic Thresholding for MCI Diagnosis

scientific article published on 01 October 2016

Graph regularized local self-representation for missing value imputation with applications to on-road traffic sensor data

scientific article published in 2018

Hierarchical High-Order Functional Connectivity Networks and Selective Feature Fusion for MCI Classification

scientific article published on 29 May 2017

High-order resting-state functional connectivity network for MCI classification

scientific article published on 4 May 2016

Hybrid High-order Functional Connectivity Networks Using Resting-state Functional MRI for Mild Cognitive Impairment Diagnosis

scientific article published on 26 July 2017

Inter-subject Similarity Guided Brain Network Modeling for MCI Diagnosis

article by Yu Zhang et al published September 2017 in Lecture Notes in Computer Science

Learning Pairwise-Similarity Guided Sparse Functional Connectivity Network for MCI Classification

Learning-Based Estimation of Functional Correlation Tensors in White Matter for Early Diagnosis of Mild Cognitive Impairment

scientific article published on 31 August 2017

Learning-based structurally-guided construction of resting-state functional correlation tensors

scientific article published on 17 July 2017

Multi-Class ASD Classification Based on Functional Connectivity and Functional Correlation Tensor via Multi-Source Domain Adaptation and Multi-View Sparse Representation

scientific article published on 14 April 2020

Multi-Layer Multi-View Classification for Alzheimer's Disease Diagnosis

scientific article published on 01 February 2018

Multiview Feature Learning With Multiatlas-Based Functional Connectivity Networks for MCI Diagnosis

scientific article published on 11 December 2020

Night-Time Vehicle Sensing in Far Infrared Image with Deep Learning

scholarly article by Hai Wang et al published 2016 in Journal of Sensors

Outcome Prediction for Patient with High-Grade Gliomas from Brain Functional and Structural Networks

scientific article published on 02 October 2016

Overall survival time prediction for high-grade glioma patients based on large-scale brain functional networks

scientific article published on 01 October 2019

Strength and Similarity Guided Group-level Brain Functional Network Construction for MCI Diagnosis

scientific article published on 07 December 2018

Test-Retest Reliability of "High-Order" Functional Connectivity in Young Healthy Adults

scientific article

Topographical Information-Based High-Order Functional Connectivity and Its Application in Abnormality Detection for Mild Cognitive Impairment

scientific article

Treatment-naïve first episode depression classification based on high-order brain functional network

scientific article published on 28 May 2019

List of works by Xiaobo Chen

A toolbox for brain network construction and classification (BrainNetClass)

Complete large margin linear discriminant analysis using mathematical programming approach

Connectivity strength-weighted sparse group representation-based brain network construction for MCI classification

Constructing Multi-frequency High-Order Functional Connectivity Network for Diagnosis of Mild Cognitive Impairment

Correlation-Weighted Sparse Group Representation for Brain Network Construction in MCI Classification

Ensemble Hierarchical High-Order Functional Connectivity Networks for MCI Classification

Ensemble Learning Multiple LSSVR With Improved Harmony Search Algorithm for Short-Term Traffic Flow Forecasting

Extraction of dynamic functional connectivity from brain grey matter and white matter for MCI classification

Functional Connectivity Network Fusion with Dynamic Thresholding for MCI Diagnosis

Graph regularized local self-representation for missing value imputation with applications to on-road traffic sensor data

Hierarchical High-Order Functional Connectivity Networks and Selective Feature Fusion for MCI Classification

High-order resting-state functional connectivity network for MCI classification

Hybrid High-order Functional Connectivity Networks Using Resting-state Functional MRI for Mild Cognitive Impairment Diagnosis

Inter-subject Similarity Guided Brain Network Modeling for MCI Diagnosis

Learning Pairwise-Similarity Guided Sparse Functional Connectivity Network for MCI Classification

Learning-Based Estimation of Functional Correlation Tensors in White Matter for Early Diagnosis of Mild Cognitive Impairment

Learning-based structurally-guided construction of resting-state functional correlation tensors

Multi-Class ASD Classification Based on Functional Connectivity and Functional Correlation Tensor via Multi-Source Domain Adaptation and Multi-View Sparse Representation

Multi-Layer Multi-View Classification for Alzheimer's Disease Diagnosis

Multiview Feature Learning With Multiatlas-Based Functional Connectivity Networks for MCI Diagnosis

Night-Time Vehicle Sensing in Far Infrared Image with Deep Learning

Outcome Prediction for Patient with High-Grade Gliomas from Brain Functional and Structural Networks

Overall survival time prediction for high-grade glioma patients based on large-scale brain functional networks

Strength and Similarity Guided Group-level Brain Functional Network Construction for MCI Diagnosis

Test-Retest Reliability of "High-Order" Functional Connectivity in Young Healthy Adults

Topographical Information-Based High-Order Functional Connectivity and Its Application in Abnormality Detection for Mild Cognitive Impairment

Treatment-naïve first episode depression classification based on high-order brain functional network