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Brain Network Manifold Learned by Cognition-Inspired Graph Embedding Model for Emotion Recognition Journal article
Li, Cunbo, Li, Peiyang, Chen, Zhaojin, Yang, Lei, Li, Fali, Wan, Feng, Cao, Zehong, Yao, Dezhong, Lu, Bao Liang, Xu, Peng. Brain Network Manifold Learned by Cognition-Inspired Graph Embedding Model for Emotion Recognition[J]. IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2024.
Authors:  Li, Cunbo;  Li, Peiyang;  Chen, Zhaojin;  Yang, Lei;  Li, Fali; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.6/8.7 | Submit date：2024/10/10
Affective Brain-computer Interface (Abci) System  Cognition-inspired Learning  Electroencephalogram (Eeg) Brain Networks  Emotion Recognition  Geometry Manifold  Graph Embedding  L1-norm Space  
Pain recognition and pain empathy from a human-centered AI perspective Review article
2024
Authors:  Cao Siqi;  Fu Di;  Yang Xu;  Wermter Stefan;  Liu Xun; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:4.6/5.0 | Submit date：2024/08/26
Emotion Recognition  Body Gesture  Shared Pain  Information  Expression  Voice  Face  Modalities  Experience  Altruism  
The Impact of Transient and Stable Patterns of Functional Connectivity in Emotion Recognition Conference paper
Huang, Yinghao, Liu, Xucheng, Li, Ye, Ieong, Chio In, Hu, Yong, Wan, Feng. The Impact of Transient and Stable Patterns of Functional Connectivity in Emotion Recognition[C]:Institute of Electrical and Electronics Engineers Inc., 2024.
Authors:  Huang, Yinghao;  Liu, Xucheng;  Li, Ye;  Ieong, Chio In;  Hu, Yong; et al.
Favorite | TC[WOS]:1 TC[Scopus]:0 | Submit date：2024/08/05
Emotion Recognition  Functional Connectivity  Eeg  
Comprehensive Multisource Learning Network for Cross-Subject Multimodal Emotion Recognition Journal article
Chen, Chuangquan, Li, Zhencheng, Kou, Kit Ian, Du, Jie, Li, Chen, Wang, Hongtao, Vong, Chi Man. Comprehensive Multisource Learning Network for Cross-Subject Multimodal Emotion Recognition[J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 2024.
Authors:  Chen, Chuangquan;  Li, Zhencheng;  Kou, Kit Ian;  Du, Jie;  Li, Chen; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.3/5.7 | Submit date：2024/08/05
Multisource Learning  Multimodal Emotion Recognition  Cross-subject  Low-rank Multimodal Fusion  Domain Generalization  
Spectral-Spatial Attention Alignment for Multi-Source Domain Adaptation in EEG-Based Emotion Recognition Journal article
Yang, Yi, Wang, Ze, Tao, Wei, Liu, Xucheng, Jia, Ziyu, Wang, Boyu, Wan, Feng. Spectral-Spatial Attention Alignment for Multi-Source Domain Adaptation in EEG-Based Emotion Recognition[J]. IEEE Transactions on Affective Computing, 2024.
Authors:  Yang, Yi;  Wang, Ze;  Tao, Wei;  Liu, Xucheng;  Jia, Ziyu; et al.
Favorite | TC[Scopus]:3  IF:9.6/11.0 | Submit date：2024/05/16
Brain-computer Interface  Eeg-based Emotion Recognition  Domain Adaptation  
Multi-Scale Masked Autoencoders for Cross-Session Emotion Recognition Journal article
Pang, Miaoqi, Wang, Hongtao, Huang, Jiayang, Vong, Chi Man, Zeng, Zhiqiang, Chen, Chuangquan. Multi-Scale Masked Autoencoders for Cross-Session Emotion Recognition[J]. IEEE Transactions on Neural Systems and Rehabilitation EngineeringAIEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2024, 32, 1637-1646.
Authors:  Pang, Miaoqi;  Wang, Hongtao;  Huang, Jiayang;  Vong, Chi Man;  Zeng, Zhiqiang; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:4.8/5.4 | Submit date：2024/05/16
Cross-session  Eeg-based Emotion Recognition  Self-supervised Learning  Transformer  
Emotion recognition based on multimodal physiological signals using spiking feed-forward neural networks Journal article
Yang, Xudong, Yan, Hongli, Zhang, Anguo, Xu, Pan, Pan, Sio Hang, Vai, Mang I., Gao, Yueming. Emotion recognition based on multimodal physiological signals using spiking feed-forward neural networks[J]. Biomedical Signal Processing and Control, 2024, 91, 105921.
Authors:  Yang, Xudong;  Yan, Hongli;  Zhang, Anguo;  Xu, Pan;  Pan, Sio Hang; et al.
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:4.9/4.9 | Submit date：2024/05/16
Emotion Recognition  Feature Extraction  Multimodal Physiological Signals  Spiking Feed-forward Neural Networks  Time Series  Wearable Wristbands  
Residual GCB-Net: Residual Graph Convolutional Broad Network on Emotion Recognition Journal article
Li, Qilin, Zhang, Tong, Chen, C. L.P., Yi, Ke, Chen, Long. Residual GCB-Net: Residual Graph Convolutional Broad Network on Emotion Recognition[J]. IEEE Transactions on Cognitive and Developmental Systems, 2023, 15(4), 1673 - 1685.
Authors:  Li, Qilin;  Zhang, Tong;  Chen, C. L.P.;  Yi, Ke;  Chen, Long
Favorite | TC[WOS]:25 TC[Scopus]:26  IF:5.0/4.6 | Submit date：2022/05/17
Broad Learning System (Bls)  Emotion Recognition  Graph Convolutional Broad Network (Gcb-net)  Graph Convolutional Neural Network (Cnn)  Residual Graph Convolutional Broad Network (Residual Gcb-net)  
Emotion Recognition Based on EEG Brain Rhythm Sequencing Technique Journal article
Jia Wen Li, Shovan Barma, Sio Hang Pun, Mang I Vai, Peng Un Mak. Emotion Recognition Based on EEG Brain Rhythm Sequencing Technique[J]. IEEE Transactions on Cognitive and Developmental Systems, 2023, 15(1), 163-174.
Authors:  Jia Wen Li;  Shovan Barma;  Sio Hang Pun;  Mang I Vai;  Peng Un Mak
Favorite | TC[WOS]:7 TC[Scopus]:8  IF:5.0/4.6 | Submit date：2022/08/07
Electroencephalography (Eeg)  Brain Rhythm Sequencing (Brs)  Reassigned Smoothed Pseudo Wigner-ville Distribution (Rspwvd)  Multi-channel Rhythmic Features (Mcrfs)  Emotion Recognition.  
RBA-GCN: Relational Bilevel Aggregation Graph Convolutional Network for Emotion Recognition Journal article
Yuan,Lin, Huang,Guoheng, Li,Fenghuan, Yuan,Xiaochen, Pun,Chi Man, Zhong,Guo. RBA-GCN: Relational Bilevel Aggregation Graph Convolutional Network for Emotion Recognition[J]. IEEE/ACM Transactions on Audio Speech and Language Processing, 2023, 31, 2325-2337.
Authors:  Yuan,Lin;  Huang,Guoheng;  Li,Fenghuan;  Yuan,Xiaochen;  Pun,Chi Man; et al.
Favorite | TC[WOS]:2 TC[Scopus]:6  IF:4.1/4.2 | Submit date：2023/08/03
Context Modeling  Emotion Recognition  Multimodal Fusion  Similarity Cluster