Zhiguo Zhang

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 50

Top Topics

Regression Model

Swarm Intelligence

Top Venues

Publications

Ahmed M. Anter, Zhiguo Zhang
RLWOA-SOFL: A New Learning Model-Based Reinforcement Swarm Intelligence and Self-Organizing Deep Fuzzy Rules for fMRI Pain Decoding. IEEE Trans. Affect. Comput. 15 (2) (2024)
Rushuang Zhou, Zhiguo Zhang, Hong Fu, Li Zhang, Linling Li, Gan Huang, Fali Li, Xin Yang, Yining Dong, Yuan-Ting Zhang, Zhen Liang
PR-PL: A Novel Prototypical Representation Based Pairwise Learning Framework for Emotion Recognition Using EEG Signals. IEEE Trans. Affect. Comput. 15 (2) (2024)
Zhenwei Zhang, Shengming Zhang, Dong Ni, Zhaoguo Wei, Kongjun Yang, Shan Jin, Gan Huang, Zhen Liang, Li Zhang, Linling Li, Huijun Ding, Zhiguo Zhang, Jianhong Wang
Multimodal Sensing for Depression Risk Detection: Integrating Audio, Video, and Text Data. Sensors 24 (12) (2024)
Shuyue Xu, Zhiguo Zhang, Linling Li, Yongjie Zhou, Danyi Lin, Min Zhang, Li Zhang, Gan Huang, Xiqin Liu, Benjamin Becker, Zhen Liang
Functional connectivity profiles of the default mode and visual networks reflect temporal accumulative effects of sustained naturalistic emotional experience. NeuroImage 269 (2023)
Ahmed M. Anter, Ali Wagdy Mohamed, Min Zhang, Zhiguo Zhang
A robust intelligence regression model for monitoring Parkinson's disease based on speech signals. Future Gener. Comput. Syst. 147 (2023)
Weishan Ye, Zhiguo Zhang, Min Zhang, Fei Teng, Li Zhang, Linling Li, Gan Huang, Jianhong Wang, Dong Ni, Zhen Liang
Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-based Emotion Recognition. CoRR (2023)
Zhenxing Hu, Zhiguo Zhang, Zhen Liang, Li Zhang, Linling Li, Gan Huang
A new perspective on individual reliability beyond group effect for event-related potentials: A multisensory investigation and computational modeling. NeuroImage 250 (2022)
Ahmed M. Anter, Hany S. Elnashar, Zhiguo Zhang
QMVO-SCDL: A new regression model for fMRI pain decoding using quantum-behaved sparse dictionary learning. Knowl. Based Syst. 252 (2022)
Ahmed M. Anter, Mohamed Abd Elaziz, Zhiguo Zhang
Real-time epileptic seizure recognition using Bayesian genetic whale optimizer and adaptive machine learning. Future Gener. Comput. Syst. 127 (2022)
Gan Huang, Zhenxing Hu, Weize Chen, Shaorong Zhang, Zhen Liang, Linling Li, Li Zhang, Zhiguo Zhang
CV: A multi-subject, multi-session, and multi-task database for EEG-based biometrics challenge. NeuroImage 264 (2022)
Zhen Liang, Xihao Zhang, Rushuang Zhou, Li Zhang, Linling Li, Gan Huang, Zhiguo Zhang
Cross-individual affective detection using EEG signals with audio-visual embedding. Neurocomputing 510 (2022)
Wanrou Hu, Li Zhang, Gan Huang, Linling Li, Zhiguo Zhang, Zhen Liang
An Efficient EEG Microstate Analysis Method for Emotion Study. ICBSP (2021)
Ahmed M. Anter, Diego Oliva, Anuradha Thakare, Zhiguo Zhang
AFCM-LSMA: New intelligent model based on Lévy slime mould algorithm and adaptive fuzzy C-means for identification of COVID-19 infection from chest X-ray images. Adv. Eng. Informatics 49 (2021)
Baiying Lei, Nina Cheng, Alejandro F. Frangi, Yichen Wei, Bihan Yu, Lingyan Liang, Wei Mai, Gaoxiong Duan, Xiucheng Nong, Chong Li, Jiahui Su, Tianfu Wang, Lihua Zhao, Demao Deng, Zhiguo Zhang
Auto-weighted centralised multi-task learning via integrating functional and structural connectivity for subjective cognitive decline diagnosis. Medical Image Anal. 74 (2021)
Qianqian Lin, Gan Huang, Linling Li, Li Zhang, Zhen Liang, Ahmed M. Anter, Zhiguo Zhang
Designing individual-specific and trial-specific models to accurately predict the intensity of nociceptive pain from single-trial fMRI responses. NeuroImage 225 (2021)
Li Zhang, Zening Fu, Wenwen Zhang, Gan Huang, Zhen Liang, Linling Li, Bharat B. Biswal, Vince D. Calhoun, Zhiguo Zhang
Accessing dynamic functional connectivity using l0-regularized sparse-smooth inverse covariance estimation from fMRI. Neurocomputing 443 (2021)
Zhen Liang, Rushuang Zhou, Li Zhang, Linling Li, Gan Huang, Zhiguo Zhang, Shin Ishii
EEGFuseNet: Hybrid Unsupervised Deep Feature Characterization and Fusion for High-Dimensional EEG with An Application to Emotion Recognition. CoRR (2021)
Weize Chen, Gan Huang, Zhenxing Hu, Li Zhang, Linling Li, Zhen Liang, Zhiguo Zhang
. M2VIP (2021)
Xingyi Jin, Li Zhang, Linling Li, Zhen Liang, Zhiguo Zhang, Gan Huang
Neural dynamics of closed-loop alpha wave modulation via phase-locked visual feedback. NER (2021)
Ahmed M. Anter, Siddhartha Bhattacharyya, Zhiguo Zhang
Multi-stage fuzzy swarm intelligence for automatic hepatic lesion segmentation from CT scans. Appl. Soft Comput. 96 (2020)
Xinyue Wang, Shaohui Hou, Li Zhang, Linling Li, Zhen Liang, Zhiguo Zhang, Gan Huang
The Real Time EEG Phase Locked Feedback Control for Alpha Amplitude and Frequency Regulation: An OpenBCI Implementation. ICBBS (2020)
Jiahao Wang, Mengying Wei, Li Zhang, Gan Huang, Zhen Liang, Linling Li, Zhiguo Zhang
An Autoencoder-based Approach to Predict Subjective Pain Perception from High-density Evoked EEG Potentials. EMBC (2020)
Nina Cheng, Alejandro Frangi, Zhiguo Zhang, Denao Deng, Lihua Zhao, Tianfu Wang, Yichen Wei, Bihan Yu, Wei Mai, Gaoxiong Duan, Xiucheng Nong, Chong Li, Jiahui Su, Baiying Lei
Self-weighted Multi-task Learning for Subjective Cognitive Decline Diagnosis. MICCAI (7) (2020)
Gan Huang, Zhien Xian, Fei Tang, Linling Li, Li Zhang, Zhiguo Zhang
Low-density surface electromyographic patterns under electrode shift: Characterization and NMF-based classification. Biomed. Signal Process. Control. 59 (2020)
Gan Huang, Zhenxing Hu, Li Zhang, Linling Li, Zhen Liang, Zhiguo Zhang
Removal of eye-blinking artifacts by ICA in cross-modal long-term EEG recording. EMBC (2020)
Qingyong Wang, Yun Zhou, Weiping Ding, Zhiguo Zhang, Khan Muhammad, Zehong Cao
Random Forest with Self-Paced Bootstrap Learning in Lung Cancer Prognosis. ACM Trans. Multim. Comput. Commun. Appl. 16 (Special) (2020)
Ahmed M. Anter, Gan Huang, Linling Li, Li Zhang, Zhen Liang, Zhiguo Zhang
A New Type of Fuzzy-Rule-Based System With Chaotic Swarm Intelligence for Multiclassification of Pain Perception From fMRI. IEEE Trans. Fuzzy Syst. 28 (6) (2020)
Zehong Cao, Peng Xu, Zhiguo Zhang, Gang Wang, Samu Taulu, Leandro Beltrachini
IEEE Access Special Section Editorial: Neural Engineering Informatics. IEEE Access 8 (2020)
Ahmed M. Anter, Zhiguo Zhang
E-Health Parkinson Disease Diagnosis in Smart Home Based on Hybrid Intelligence Optimization Model. AISI (2019)
Zhong Liu, Shing-Chow Chan, Shuai Zhang, Zhiguo Zhang, Xin Chen
Automatic Muscle Fiber Orientation Tracking in Ultrasound Images Using a New Adaptive Fading Bayesian Kalman Smoother. IEEE Trans. Image Process. 28 (8) (2019)
Zening Fu, Yiheng Tu, Xin Di, Yuhui Du, Jing Sui, Bharat B. Biswal, Zhiguo Zhang, Nina de Lacy, Vincent D. Calhoun
Transient increased thalamic-sensory connectivity and decreased whole-brain dynamism in autism. NeuroImage 190 (2019)
Zhien Xian, Zhiguo Zhang, Fei Tang, Li Zhang, Gan Huang
Sliding Window Nonnegative Matrix Factorization (SW-NMF) for Robustness Low-Density Myoelectric Signals Decoding Against Electrodes Shift. NER (2019)
Ahmed M. Anter, Zhiguo Zhang
Adaptive Neuro-Fuzzy Inference System-Based Chaotic Swarm Intelligence Hybrid Model for Recognition of Mild Cognitive Impairment from Resting-State fMRI. PRIME@MICCAI (2019)
Yiheng Tu, Binlong Zhang, Jin Cao, Georgia Wilson, Zhiguo Zhang, Jian Kong
Identifying inter-individual differences in pain threshold using brain connectome: a test-retest reproducible study. NeuroImage 202 (2019)
Gan Huang, Jia Liu, Linling Li, Li Zhang, Yixuan Zeng, Lijie Ren, Shiqing Ye, Zhiguo Zhang
A novel training-free externally-regulated neurofeedback (ER-NF) system using phase-guided visual stimulation for alpha modulation. NeuroImage 189 (2019)
Ahmed M. Anter, Yichen Wei, Jiahui Su, Yueming Yuan, Beiying Lei, Gaoxiong Duan, Wei Mai, Xiucheng Nong, Bihan Yu, Chong Li, Zening Fu, Lihua Zhao, Demao Deng, Zhiguo Zhang
A robust swarm intelligence-based feature selection model for neuro-fuzzy recognition of mild cognitive impairment from resting-state fMRI. Inf. Sci. 503 (2019)
Shengtao Li, Yuzhang Zhu, Gan Huang, Liangjun Zhang, Zhiguo Zhang, Kai Huang
Detection of movement-related cortical potentials associated with emergency and non-emergency tasks. DSL (2018)
Zening Fu, Yiheng Tu, Xin Di, Yuhui Du, Godfrey D. Pearlson, Jessica A. Turner, Bharat B. Biswal, Zhiguo Zhang, Vince D. Calhoun
Characterizing dynamic amplitude of low-frequency fluctuation and its relationship with dynamic functional connectivity: An application to schizophrenia. NeuroImage 180 (Part) (2018)
Jinxin Lin, Shunyu Liu, Gan Huang, Zhiguo Zhang, Kai Huang
The Recognition of Driving Action Based on EEG Signals Using Wavelet-CSP Algorithm. DSL (2018)
Gan Huang, Zhien Xian, Zhiguo Zhang, Shunchong Li, Xiangyang Zhu
Divide-and-conquer muscle synergies: A new feature space decomposition approach for simultaneous multifunction myoelectric control. Biomed. Signal Process. Control. 44 (2018)
Yiheng Tu, Zening Fu, Ao Tan, Gan Huang, Li Hu, Yeung Sam Hung, Zhiguo Zhang
A novel and effective fMRI decoding approach based on sliced inverse regression and its application to pain prediction. Neurocomputing 273 (2018)
Gan Huang, Zhiguo Zhang
Improving sensitivity of cluster-based permutation test for EEG/MEG data. NER (2017)
Ao Tan, Yiheng Tu, Zening Fu, Gan Huang, Yeung Sam Hung, Zhiguo Zhang
A least across-segment variance (LASV) method for the correction of EEG-fMRI desynchronization. NER (2017)
Xin Chen, Huiying Wen, Qiaoliang Li, Tianfu Wang, Siping Chen, Yong-Ping Zheng, Zhiguo Zhang
Identifying transient patterns of in vivo muscle behaviors during isometric contraction by local polynomial regression. Biomed. Signal Process. Control. 24 (2016)
Yanru Bai, Gan Huang, Yiheng Tu, Ao Tan, Yeung Sam Hung, Zhiguo Zhang
Normalization of Pain-Evoked Neural Responses Using Spontaneous EEG Improves the Performance of EEG-Based Cross-Individual Pain Prediction. Frontiers Comput. Neurosci. 10 (2016)
Andersen Man Shun Ang, Yeung Sam Hung, Zhiguo Zhang
A non-negative tensor factorization approach to feature extraction for image analysis. DSP (2016)
Yanru Bai, Yong Hu, Zhiguo Zhang
Spontaneous EEG-based normalization of pain-evoked neural responses: Effect on improving the accuracy of pain prediction. CIVEMSA (2016)
Yiheng Tu, Ao Tan, Yanru Bai, Yeung Sam Hung, Zhiguo Zhang
Decoding Subjective Intensity of Nociceptive Pain from Pre-stimulus and Post-stimulus Brain Activities. Frontiers Comput. Neurosci. 10 (2016)
Yanru Bai, Xin Chen, Changfeng Dong, Yingxia Liu, Zhiguo Zhang
A comparison of multimodal biomarkers for chronic hepatitis B assessment using recursive feature elimination. EMBC (2016)
Ao Tan, Li Hu, Yiheng Tu, Rui Chen, Yeung Sam Hung, Zhiguo Zhang
N1 Magnitude of Auditory Evoked Potentials and Spontaneous Functional Connectivity Between Bilateral Heschl's Gyrus Are Coupled at Interindividual Level. Brain Connect. 6 (6) (2016)
Xiao Liu, Jun Shi, Yiheng Tu, Zhiguo Zhang
Joint collaborative representation based sleep stage classification with multi-channel EEG signals. EMBC (2015)
Yiheng Tu, Yeung Sam Hung, Li Hu, Zhiguo Zhang
PCA-SIR: A new nonlinear supervised dimension reduction method with application to pain prediction from EEG. NER (2015)
Zening Fu, Sheng Han, Ao Tan, Yiheng Tu, Zhiguo Zhang
L0-regularized time-varying sparse inverse covariance estimation for tracking dynamic fMRI brain networks. EMBC (2015)
Andersen Man Shun Ang, Zhiguo Zhang, Yeung Sam Hung, Joseph N. F. Mak
A user-friendly wearable single-channel EOG-based human-computer interface for cursor control. NER (2015)
Yiheng Tu, Ao Tan, Zening Fu, Yeung Sam Hung, Li Hu, Zhiguo Zhang
Supervised nonlinear dimension reduction of functional magnetic resonance imaging data using Sliced Inverse Regression. EMBC (2015)
Li Hu, Zhiguo Zhang, André Mouraux, Gian Domenico Iannetti
Multiple linear regression to estimate time-frequency electrophysiological responses in single trials. NeuroImage 111 (2015)
Ao Tan, Zening Fu, Yiheng Tu, Yeung Sam Hung, Zhiguo Zhang
Joint source separation of simultaneous EEG-fMRI recording in two experimental conditions using common spatial patterns. EMBC (2015)
Shuai Zhang, Zhiguo Zhang, Shing-Chow Chan, Huiying Wen, Xin Chen
An automatic muscle fiber orientation tracking algorithm using Bayesian Kalman Filter for ultrasound images. ICIP (2015)
Suzhen Wang, Sheng Han, Zhiguo Zhang, Wing Shing Wong
Minimization. CoRR (2015)
Li Hu, Jiasi Shen, Zhiguo Zhang
Topographical segmentation: A new tool to optimally define temporal region-of-interests of significant difference in ERPs. DSP (2014)
Zening Fu, Shing-Chow Chan, Xin Di, Bharat B. Biswal, Zhiguo Zhang
Adaptive Covariance Estimation of Non-Stationary Processes and its Application to Infer Dynamic Connectivity From fMRI. IEEE Trans. Biomed. Circuits Syst. 8 (2) (2014)
Yanru Bai, Zhiguo Zhang, Dong Ming
Feature selection and channel optimization for biometric identification based on visual evoked potentials. DSP (2014)
Xin Chen, Sheng Zhong, Yangyang Niu, Siping Chen, Tianfu Wang, Shing-Chow Chan, Zhiguo Zhang
A multimodal investigation of in vivo muscle behavior: System design and data analysis. ISCAS (2014)
Sheng Han, Xin Chen, Sheng Zhong, Yongjin Zhou, Zhiguo Zhang
A novel outlier detection method for identifying torque-related transient patterns of in vivo muscle behavior. EMBC (2014)
Yiheng Tu, Yeung Sam Hung, Zhiguo Zhang, Li Hu
Prediction of pain perception using multivariate pattern analysis of laser-evoked EEG oscillations. ICARCV (2014)
Li Hu, P. Xiao, Zhiguo Zhang, André Mouraux, Gian Domenico Iannetti
Single-trial time-frequency analysis of electrocortical signals: Baseline correction and beyond. NeuroImage 84 (2014)
Anshuang Fu, Rui Xu, Feng He, Hongzhi Qi, Lixin Zhang, Dong Ming, Yanru Bai, Zhiguo Zhang
Corticomuscular coherence analysis on the static and dynamic tasks of hand movement. DSP (2014)
Li Hu, Elia Valentini, Zhiguo Zhang, M. Liang, Gian Domenico Iannetti
The primary somatosensory cortex contributes to the latest part of the cortical response elicited by nociceptive somatosensory stimuli in humans. NeuroImage 84 (2014)
Gan Huang, Zhiguo Zhang, Dingguo Zhang, Xiangyang Zhu
Spatio-spectral filters for low-density surface electromyographic signal classification. Medical Biol. Eng. Comput. 51 (5) (2013)
Zhiguo Zhang, Zening Fu, Shing-Chow Chan, Y. S. Hung, G. Motta, Xin Di, Bharat B. Biswal
Adaptive window selection in estimating dynamic functional connectivity of resting-state fMRI. ICICS (2013)
Zening Fu, Xin Di, Shing-Chow Chan, Yeung Sam Hung, Bharat B. Biswal, Zhiguo Zhang
Time-varying correlation coefficients estimation and its application to dynamic connectivity analysis of fMRI. EMBC (2013)
Gan Huang, Ping Xiao, Li Hu, Yeung Sam Hung, Zhiguo Zhang
A new approach for single-trial detection of laser-evoked potentials and its application to pain prediction. ICICS (2013)
Zening Fu, Zhiguo Zhang, Shing-Chow Chan
Estimation of time-varying autocorrelation and its application to time-frequency analysis of nonstationary signals. ISCAS (2013)
Gan Huang, Ping Xiao, Li Hu, Yeung Sam Hung, Zhiguo Zhang
Single-trial laser-evoked potentials feature extraction for prediction of pain perception. EMBC (2013)
Yiheng Tu, Gan Huang, Yeung Sam Hung, Li Hu, Yong Hu, Zhiguo Zhang
Single-trial detection of visual evoked potentials by common spatial patterns and wavelet filtering for brain-computer interface. EMBC (2013)
Gan Huang, P. Xiao, Y. S. Hung, Gian Domenico Iannetti, Zhiguo Zhang, Li Hu
A novel approach to predict subjective pain perception from single-trial laser-evoked potentials. NeuroImage 81 (2013)
Bin Liao, Zhiguo Zhang, Shing-Chow Chan
DOA Estimation and Tracking of ULAs with Mutual Coupling. IEEE Trans. Aerosp. Electron. Syst. 48 (1) (2012)
Zhiguo Zhang, Shing-Chow Chan, Chong Wang
A New Regularized Adaptive Windowed Lomb Periodogram for Time-Frequency Analysis of Nonstationary Signals With Impulsive Components. IEEE Trans. Instrum. Meas. 61 (8) (2012)
Li Hu, Zhiguo Zhang, Yong Hu
A time-varying source connectivity approach to reveal human somatosensory information processing. NeuroImage 62 (1) (2012)
Sui Man Lai, Zhiguo Zhang, Yeung Sam Hung, Zhendong Niu, Chunqi Chang
A Chromatic Transient Visual Evoked Potential Based Encoding/Decoding Approach for Brain-Computer Interface. IEEE J. Emerg. Sel. Topics Circuits Syst. 1 (4) (2011)
Xin Chen, Yong-Ping Zheng, Jin-Yi Guo, Zhenyu Zhu, Shing-Chow Chan, Zhiguo Zhang
A novel approach for detection of muscle boundary in ultrasound images. BMEI (2011)
Shing-Chow Chan, Yijing Chu, Kai Man Tsui, Zhiguo Zhang
A new switch-mode noise-constrained transform domain NLMS adaptive filtering algorithm. ISCAS (2011)
Bin Liao, Zhiguo Zhang, Shing-Chow Chan
A subspace-based method for DOA estimation of uniform linear array in the presence of mutual coupling. ISCAS (2010)
Zhiguo Zhang, Shing-Chow Chan, Ka-Leung Ho, K. C. Ho
On Bandwidth Selection in Local Polynomial Regression Analysis and Its Application to Multi-resolution Analysis of Non-uniform Data. J. Signal Process. Syst. 52 (3) (2008)
Shing-Chow Chan, Zhiguo Zhang, Yi Zhou, Yong Hu
A new noise-constrained normalized least mean squares adaptive filtering algorithm. APCCAS (2008)
Haihua Chen, Shing-Chow Chan, Zhiguo Zhang, Ka-Leung Ho
Adaptive Beamforming and Recursive DOA Estimation Using Frequency-Invariant Uniform Concentric Spherical Arrays. IEEE Trans. Circuits Syst. I Regul. Pap. (10) (2008)
Kai Man Tsui, Zhiguo Zhang, Shing-Chow Chan, Yong Hu, Keith D. K. Luk
On the Time-frequency Analysis of Trunk Muscles During Sudden Release of Load. ISCAS (2007)
Zhiguo Zhang, Shing-Chow Chan, Hui Cheng
Robust adaptive channel estimation of OFDM systems in time-varying narrowband interference. ISCAS (2) (2005)
Zhiguo Zhang, Shing-Chow Chan
Robust adaptive Lomb periodogram for time-frequency analysis of signals with sinusoidal and transient components. ICASSP (4) (2005)
Shing-Chow Chan, Zhiguo Zhang
Robust local polynomial regression using M-estimator with adaptive bandwidth. ISCAS (3) (2004)
Shing-Chow Chan, Zhiguo Zhang
Multi-resolution analysis of non-uniform data with jump discontinuities and impulsive noise using robust local polynomial regression. ICASSP (2) (2004)