Simulating Human Heuristic Problem Solving: A Study by Combining ACT-R and fMRI Brain Image. - Rifeng Wang; Jie Xiang 002; Haiyan Zhou; Yulin Qin; Ning Zhong 001 (Brain Informatics, 2009)

Using SVM to Predict High-Level Cognition from fMRI Data: A Case Study of 4*4 Sudoku Solving. - Jie Xiang 002; Junjie Chen 001; Haiyan Zhou; Yulin Qin; Kuncheng Li; Ning Zhong 001 (Brain Informatics, 2009)

The study of data analysis methods based on FMRI brain-computer interface. - Haifang Li 001; Xiaoyan Qiao; Junjie Chen 001; Jie Xiang 002 (BIC-TA, 2010)

Interaction between Visual Attention and Goal Control for Speeding Up Human Heuristic Search. - Rifeng Wang; Jie Xiang 002; Ning Zhong 001 (Brain Informatics, 2010)

The Role of Posterior Parietal Cortex in Problem Representation. - Jie Xiang 002; Yulin Qin; Junjie Chen 001; Haiyan Zhou; Kuncheng Li; Ning Zhong 001 (Brain Informatics, 2010)

The Study on Functional Connectivity between Frontal Eye Field and Other Brain Cortex in Visual Processing. - Jie Xiang 002; Junjie Chen 001 (CASoN, 2010)

A Computational Cognitive Model for Simulating Heuristics Retrieval in Human Problem Solving. - Rifeng Wang; Lijuan Wang; Haiyan Zhou; Jie Xiang 002 (Web Intelligence, 2010)

The Study of Images Emotion Based on fMRI. - Xiaoyan Qiao; Haifang Li 001; Jie Xiang 002; Hongxia Deng (WISM (1), 2011)

Hemispheric Asymmetry of the Functional Brain Connectome. - Wei Shang; Ting Li 006; Jie Xiang 002; Rui Cao; Bin Wang 020; Jinglong Wu; Hui Zhang 026 (ICCSIP, 2016)

Machine-Learning Classifier for Patients with Major Depressive Disorder: Multifeature Approach Based on a High-Order Minimum Spanning Tree Functional Brain Network. - Hao Guo 008; Mengna Qin; Junjie Chen 001; Yong Xu; Jie Xiang 002 (Comput. Math. Methods Medicine, 2017)

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. - Xiaohong Cui; Jie Xiang 002; Hao Guo 008; Guimei Yin; Huijun Zhang; Fangpeng Lan; Junjie Chen 001 (Frontiers Comput. Neurosci., 2018)

Epileptic Seizure Prediction Based on Permutation Entropy. - Yanli Yang; Mengni Zhou; Yan Niu; Conggai Li; Rui Cao; Bin Wang 020; Pengfei Yan; Yao Ma; Jie Xiang 002 (Frontiers Comput. Neurosci., 2018)

Resting-State Brain Functional Hyper-Network Construction Based on Elastic Net and Group Lasso Methods. - Hao Guo 008; Yao Li; Yong Xu; Yanyi Jin; Jie Xiang 002; Junjie Chen 001 (Frontiers Neuroinformatics, 2018)

Epileptic Seizure Detection Based on EEG Signals and CNN. - Mengni Zhou; Cheng Tian; Rui Cao; Bin Wang 020; Yan Niu; Ting Hu; Hao Guo 008; Jie Xiang 002 (Frontiers Neuroinformatics, 2018)

Towards Classifying Epileptic Seizures Using Entropy Variants. - Hussain Waqar; Jie Xiang 002; Mengni Zhou; Ting Hu; Bilal Ahmed; Syed Habib Shapor; Muhammad Shahid Iqbal; Muhammad Raheel (BigDataService, 2019)

Epileptic Seizure Detection With Permutation Fuzzy Entropy Using Robust Machine Learning Techniques. - Waqar Hussain; Muhammad Shahid Iqbal; Jie Xiang 002; Bin Wang 020; Yan Niu; Yuan Gao; Xin Wang; Jie Sun 028; Qionghui Zhan; Rui Cao; Mengni Zhou (IEEE Access, 2019)

Resting-State Functional Network Scale Effects and Statistical Significance-Based Feature Selection in Machine Learning Classification. - Hao Guo 008; Yao Li; Godfred Kim Mensah; Yong Xu; Junjie Chen 001; Jie Xiang 002; Dongwei Chen (Comput. Math. Methods Medicine, 2019)

Clustering of Brain Function Network Based on Attribute and Structural Information and Its Application in Brain Diseases. - Xiaohong Cui; Jihai Xiao; Hao Guo 008; Bin Wang 020; Dandan Li; Yan Niu; Jie Xiang 002; Junjie Chen 001 (Frontiers Neuroinformatics, 2019)

Abnormal Entropy Modulation of the EEG Signal in Patients With Schizophrenia During the Auditory Paired-Stimulus Paradigm. - Jie Xiang 002; Cheng Tian; Yan Niu; Ting Yan; Dandan Li; Rui Cao; Hao Guo 008; Xiaohong Cui; Huifang Cui; Shuping Tan; Bin Wang 020 (Frontiers Neuroinformatics, 2019)

Permutation Fuzzy Entropy - An Index for the Analysis of Epileptic Electroencephalogram. - Yan Niu; Rui Cao; Huiyun Wang; Conggai Li; Mengni Zhou; Yuxiang Guo; Bin Wang 020; Pengfei Yan; Jie Xiang 002 (J. Medical Imaging Health Informatics, 2019)

Comparing Test-Retest Reliability of Entropy Methods: Complexity Analysis of Resting-State fMRI. - Yan Niu; Jie Sun 028; Bin Wang 020; Waqar Hussain; Chanjuan Fan; Rui Cao; Mengni Zhou; Jie Xiang 002 (IEEE Access, 2020)

Hemispheric Asymmetry of Functional Brain Networks under Different Emotions Using EEG Data. - Rui Cao; Huiyu Shi; Xin Wang; Shoujun Huo; Yan Hao; Bin Wang 020; Hao Guo 008; Jie Xiang 002 (Entropy, 2020)

Complexity Analysis of EEG, MEG, and fMRI in Mild Cognitive Impairment and Alzheimer's Disease: A Review. - Jie Sun 028; Bin Wang 020; Yan Niu; Yuan Tan; Chanjuan Fan; Nan Zhang; Jiayue Xue; Jing Wei 003; Jie Xiang 002 (Entropy, 2020)

Disrupted Rich Club Organization of Hemispheric White Matter Networks in Bipolar Disorder. - Dandan Li; Weichen Liu; Ting Yan; Xiaohong Cui; Zehua Zhang; Jing Wei 003; Yunxiao Ma; Nan Zhang; Jie Xiang 002; Bin Wang 020 (Frontiers Neuroinformatics, 2020)

Redundancy reduction based node classification with attribute augmentation. - Songhua Liu; Caiying Ding; Yao Ma; Zepeng Li; Jie Xiang 002 (Knowl. Based Syst., 2020)

The Task Pre-Configuration Is Associated With Cognitive Performance Evidence From the Brain Synchrony. - Jie Xiang 002; Chanjuan Fan; Jing Wei 003; Ying Li; Bin Wang 020; Yan Niu; Lan Yang; Jiaqi Lv; Xiaohong Cui (Frontiers Comput. Neurosci., 2022)

Effects of virtual lesions on temporal dynamics in cortical networks based on personalized dynamic models. - Jing Wei 003; Bin Wang 020; Yanli Yang; Yan Niu; Lan Yang; Yuxiang Guo; Jie Xiang 002 (NeuroImage, 2022)

A Multi-Site Anti-Interference Neural Network for ASD Classification. - Wentao Lv; Fan Li; Shijie Luo; Jie Xiang 002 (Algorithms, 2023)

CLDS: A novel centralized limited data sharing framework for multicenter fMRI-based brain diseases classification. - Jie Xiang 002; Chenyu Wu; Shaochen Hao; Ang Zhao; Xubin Wu; Xin Wen (BIBM, 2024)

Exploring the propagation pathway in individual patients with epilepsy: A stepwise effective connection approach. - Jie Sun 028; Yan Niu; Chunhong Wang; Yanqing Dong; Bin Wang 020; Jing Wei 003; Jie Xiang 002; Jiuhong Ma (Biomed. Signal Process. Control., 2024)

Brain fingerprinting and cognitive behavior predicting using functional connectome of high inter-subject variability. - Jiayu Lu; Tianyi Yan; Lan Yang; Xi Zhang; Jiaxin Li; Dandan Li; Jie Xiang 002; Bin Wang 020 (NeuroImage, 2024)

Multi-Frequency Entropy for Quantifying Complex Dynamics and Its Application on EEG Data. - Yan Niu; Jie Xiang 002; Kai Gao; Jinglong Wu; Jie Sun 028; Bin Wang 020; Runan Ding; Mingliang Dou; Xin Wen; Xiaohong Cui; Mengni Zhou (Entropy, 2024)

HAGCN: A hybrid-order brain network-based graph convolution learning framework with multi-head attention for brain disorder classification. - Xubin Wu; Xin Wen; Jie Sun 028; Yanqing Dong; Chenyu Wu; Bin Wang 020; Jie Xiang 002 (Biomed. Signal Process. Control., 2025)

A Confounding Factors-Inhibition Adversarial Learning Framework for Multi-site fMRI Mental Disorder Identification. - Xin Wen; Shijie Guo; Wenbo Ning; Rui Cao; Yan Niu; Bin Wan; Peng Wei; Xiaobo Liu; Jie Xiang 002 (CoRR, 2025)

Comorbidity-Informed Transfer Learning for Neuro-developmental Disorder Diagnosis. - Xin Wen; Shijie Guo; Wenbo Ning; Rui Cao; Jie Xiang 002; Xiaobo Liu; Jintai Chen (CoRR, 2025)