Jie Xiang

Orcid: 0000-0002-9758-6954

Affiliations:
  • Taiyuan University of Technology, China


According to our database1, Jie Xiang authored at least 32 papers between 2009 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2025
HAGCN: A hybrid-order brain network-based graph convolution learning framework with multi-head attention for brain disorder classification.
Biomed. Signal Process. Control., 2025

2024
Multi-Frequency Entropy for Quantifying Complex Dynamics and Its Application on EEG Data.
Entropy, September, 2024

Brain fingerprinting and cognitive behavior predicting using functional connectome of high inter-subject variability.
NeuroImage, 2024

Exploring the propagation pathway in individual patients with epilepsy: A stepwise effective connection approach.
Biomed. Signal Process. Control., 2024

2023
A Multi-Site Anti-Interference Neural Network for ASD Classification.
Algorithms, July, 2023

2022
Effects of virtual lesions on temporal dynamics in cortical networks based on personalized dynamic models.
NeuroImage, 2022

The Task Pre-Configuration Is Associated With Cognitive Performance Evidence From the Brain Synchrony.
Frontiers Comput. Neurosci., 2022

2020
Redundancy reduction based node classification with attribute augmentation.
Knowl. Based Syst., 2020

Disrupted Rich Club Organization of Hemispheric White Matter Networks in Bipolar Disorder.
Frontiers Neuroinformatics, 2020

Complexity Analysis of EEG, MEG, and fMRI in Mild Cognitive Impairment and Alzheimer's Disease: A Review.
Entropy, 2020

Hemispheric Asymmetry of Functional Brain Networks under Different Emotions Using EEG Data.
Entropy, 2020

Comparing Test-Retest Reliability of Entropy Methods: Complexity Analysis of Resting-State fMRI.
IEEE Access, 2020

2019
Permutation Fuzzy Entropy - An Index for the Analysis of Epileptic Electroencephalogram.
J. Medical Imaging Health Informatics, 2019

Abnormal Entropy Modulation of the EEG Signal in Patients With Schizophrenia During the Auditory Paired-Stimulus Paradigm.
Frontiers Neuroinformatics, 2019

Clustering of Brain Function Network Based on Attribute and Structural Information and Its Application in Brain Diseases.
Frontiers Neuroinformatics, 2019

Resting-State Functional Network Scale Effects and Statistical Significance-Based Feature Selection in Machine Learning Classification.
Comput. Math. Methods Medicine, 2019

Epileptic Seizure Detection With Permutation Fuzzy Entropy Using Robust Machine Learning Techniques.
IEEE Access, 2019

Towards Classifying Epileptic Seizures Using Entropy Variants.
Proceedings of the IEEE Fifth International Conference on Big Data Computing Service and Applications, 2019

2018
Epileptic Seizure Detection Based on EEG Signals and CNN.
Frontiers Neuroinformatics, 2018

Resting-State Brain Functional Hyper-Network Construction Based on Elastic Net and Group Lasso Methods.
Frontiers Neuroinformatics, 2018

Epileptic Seizure Prediction Based on Permutation Entropy.
Frontiers Comput. Neurosci., 2018

Classification of Alzheimer's Disease, Mild Cognitive Impairment, and Normal Controls With Subnetwork Selection and Graph Kernel Principal Component Analysis Based on Minimum Spanning Tree Brain Functional Network.
Frontiers Comput. Neurosci., 2018

2017
Machine-Learning Classifier for Patients with Major Depressive Disorder: Multifeature Approach Based on a High-Order Minimum Spanning Tree Functional Brain Network.
Comput. Math. Methods Medicine, 2017

2016
Hemispheric Asymmetry of the Functional Brain Connectome.
Proceedings of the Cognitive Systems and Signal Processing, 2016

2011
The Study of Images Emotion Based on fMRI.
Proceedings of the Web Information Systems and Mining - International Conference, 2011

2010
A Computational Cognitive Model for Simulating Heuristics Retrieval in Human Problem Solving.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

The Study on Functional Connectivity between Frontal Eye Field and Other Brain Cortex in Visual Processing.
Proceedings of the International Conference on Computational Aspects of Social Networks, 2010

The Role of Posterior Parietal Cortex in Problem Representation.
Proceedings of the Brain Informatics, International Conference, 2010

Interaction between Visual Attention and Goal Control for Speeding Up Human Heuristic Search.
Proceedings of the Brain Informatics, International Conference, 2010

The study of data analysis methods based on FMRI brain-computer interface.
Proceedings of the Fifth International Conference on Bio-Inspired Computing: Theories and Applications, 2010

2009
Using SVM to Predict High-Level Cognition from fMRI Data: A Case Study of 4*4 Sudoku Solving.
Proceedings of the Brain Informatics, International Conference, BI 2009, 2009

Simulating Human Heuristic Problem Solving: A Study by Combining ACT-R and fMRI Brain Image.
Proceedings of the Brain Informatics, International Conference, BI 2009, 2009


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