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Fusing Frequency-Domain Features and Brain Connectivity Features for Cross-Subject Emotion Recognition Journal article
IEEE Transactions on Instrumentation and Measurement, 2022,Volume: 71
Authors:  Chen, Chuangquan;  Li, Zhencheng;  Wan, Feng;  Xu, Leicai;  Bezerianos, Anastasios;  Wang, Hongtao
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2022/05/17
Approximate Empirical Kernel Map  Brain Connectivity Features  Cross-subject Emotion Recognition  Electroencephalography  Emotion Recognition  Feature Extraction  Frequency Domain Features  Frequency-domain Analysis  Fused Features  Kernel  Motion Pictures  Support Vector Machines  
An EEG study of human trust in autonomous vehicles based on graphic theoretical analysis Journal article
Frontiers in Neuroinformatics, 2022
Authors:  Tao Xu;  Andrei Dragomir;  Xucheng Liu;  Haojun Yin;  Feng Wan;  Anastasios Bezerianos;  Hongtao Wang
Adobe PDF | Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/31
Driving Fatigue Recognition with Functional Connectivity Based on Phase Synchronization Journal article
IEEE Transactions on Cognitive and Developmental Systems, 2021,Volume: 13,Issue: 3,Page: 668-678
Authors:  Wang, Hongtao;  Liu, Xucheng;  Li, Junhua;  Xu, Tao;  Bezerianos, Anastasios;  Sun, Yu;  Wan, Feng
Favorite |  | TC[WOS]:15 TC[Scopus]:5 | Submit date:2021/12/08
Driving Fatigue  Electroencephalogram  Functional Connectivity  Graph Theory  
Toward practical driving fatigue detection using three frontal EEG channels: A proof-of-concept study Journal article
Physiological Measurement, 2021,Volume: 42,Issue: 4
Authors:  Liu, Xucheng;  Li, Gang;  Wang, Sujie;  Wan, Feng;  Sun, Yi;  Wang, Hongtao;  Bezerianos, Anastasios;  Li, Chuantao;  Sun, Yu
Favorite |  | TC[WOS]:5 TC[Scopus]:6 | Submit date:2021/12/07
Driving Fatigue  Electroencephalogram (Eeg)  Feature Selection  Functional Connectivity  Non-hair-bearing (Nhb)  
E-Key: an EEG-Based Biometric Authentication and Driving Fatigue Detection System Journal article
IEEE Transactions on Affective Computing, 2021
Authors:  Xu, Tao;  Wang, Hongtao;  Lu, Guanyong;  Wan, Feng;  Deng, Mengqi;  Qi, Peng;  Bezerianos, Anastasios;  Guan, Cuntai;  Sun, Yu
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
Authentication  Biometric  Brain Modeling  Brakes  Convolutional Neural Network  Convolutional Neural Networks  Data Models  Driving Fatigue  Eeg  Electroencephalography  Fatigue  Feature Extraction  
Dynamic Reorganization of Functional Connectivity Unmasks Fatigue Related Performance Declines in Simulated Driving Journal article
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2020,Volume: 28,Issue: 8,Page: 1790-1799
Authors:  Wang,Hongtao;  Liu,Xucheng;  Hu,Hongying;  Wan,Feng;  Li,Ting;  Gao,Lingyun;  Bezerianos,Anastasios;  Sun,Yu;  Jung,Tzyy Ping
Favorite |  | TC[WOS]:10 TC[Scopus]:14 | Submit date:2021/03/11
Driving Fatigue  Dynamic Functional Connectivity  Eeg  Spatiotemporal Topology