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A Topic-Guided Self-Attention Network for Daily Mental Wellbeing Prediction Using Mobile Devices 期刊论文
IEEE Transactions on Affective Computing, 2024
作者:  Xu,Zeju;  Liu,Guanzheng;  Zhao,Guozhen;  Zhang, Zhiguo;  Li, Chenzhong;  Wang,Changhong
收藏  |  浏览/下载：50/0  |  提交时间：2024/10/22
A Classification Framework for Depressive Episode using R-R Intervals from Smartwatch 会议论文
IEEE Transactions on Affective Computing, 不详, 2023
作者:  Li, Fenghua;  Liu, Guoxiong;  Zou, Zhiling;  Yan, Yang;  Huang, Xin;  Liu, Xuanang;  Liu, Zhengkui
收藏  |  浏览/下载：70/0  |  提交时间：2024/01/02
Mood  Predictive models  Data models  Wearable Health Monitoring Systems  Monitoring  Rail to rail inputs  Time series analysis  Depression detection  depressive symptoms monitoring  wearable device  diurnal mood variation  digital mental health  
A Classification Framework for Depressive Episode using R-R Intervals from Smartwatch 会议论文
IEEE Transactions on Affective Computing, 不详, 2023
作者:  Li, Fenghua;  Liu, Guoxiong;  Zou, Zhiling;  Yan, Yang;  Huang, Xin;  Liu, Xuanang;  Liu, Zhengkui
Adobe PDF(1879Kb)  |  收藏  |  浏览/下载：63/1  |  提交时间：2024/01/02
depression detection  depressive symptoms monitoring  wearable device  diurnal mood variation  digital mental health  
MMPosE: Movie-induced Multi-label Positive Emotion Classification Through EEG Signals 期刊论文
IEEE Transactions on Affective Computing, 2022, 卷号: 14, 期号: 4, 页码: 1-14
作者:  Du, Xiaobing;  Deng, Xiaoming;  Qin, Hangyu;  Shu, Yezhi;  Zhao, Guozhen;  Lai, Yu-Kun;  Ma, Cuixia;  Liu, Yong-Jin;  Wang, Hongan
Adobe PDF(33926Kb)  |  收藏  |  浏览/下载：97/1  |  提交时间：2023/01/30
Motion pictures  Electroencephalography  Brain modeling  Emotion recognition  Correlation  Transformers  Computational modeling  Multi-channel EEG  positive emotions  affective computing  multi-label classification  transformer encoder  
Emotion Distribution Learning Based on Peripheral Physiological Signals 期刊论文
IEEE Transactions on Affective Computing, 2022, 卷号: 14, 期号: 3, 页码: 2470-2483
作者:  Shu, Yezhi;  Yang, Pei;  Liu, Niqi;  Zhang, Shu;  Zhao, Guozhen;  Liu, Yong-Jin
Adobe PDF(1880Kb)  |  收藏  |  浏览/下载：319/0  |  提交时间：2022/04/18
Physiology  Brain modeling  Emotion recognition  Electroencephalography  Motion pictures  Biological system modeling  Task analysis  distribution learning  peripheral physiological signals  feature selection  
CPED: A Chinese Positive Emotion Database for Emotion Elicitation and Analysis 期刊论文
IEEE Transactions on Affective Computing, 2021, 卷号: 14, 期号: 2, 页码: 1417-1430
作者:  Zhang, Yulin;  Zhao, Guozhen;  Ge, Yan;  Shu, Yezhi;  Zhang, Dan;  Liu, Yong-Jin;  Sun, Xianghong
Adobe PDF(1030Kb)  |  收藏  |  浏览/下载：570/2  |  提交时间：2021/06/11
Positive emotion  emotional film clip  emotion elicitation  PPG  GSR  
SparseDGCNN: Recognizing Emotion from Multichannel EEG Signals 期刊论文
IEEE Transactions on Affective Computing, 2021, 页码: 12
作者:  Zhang, Guanhua;  Yu, Minjing;  Liu, Yong-Jin;  Zhao, Guozhen;  Zhang, Dan;  Zheng, Wenming
Adobe PDF(3544Kb)  |  收藏  |  浏览/下载：438/1  |  提交时间：2021/02/01
Abnormal Attentional Bias of Non-drug Reward in Abstinent Heroin Addicts: An ERP study 会议论文
IEEE Transactions on Affective Computing, 不详, 不详
作者:  Hao, Y.;  Li, Y.;  Li, J.;  Peng, H.;  Zhao, Q.;  Hu, B.
收藏  |  浏览/下载：394/0  |  提交时间：2020/10/10
Task analysis  Drugs  Shape  Visualization  Color  Training  Resource management  Abstinent heroin addict  attentional bias  N2pc  Pd  reward  
An Efficient LSTM Network for Emotion Recognition from Multichannel EEG Signals 期刊论文
IEEE Transactions on Affective Computing, 2020, 卷号: 13, 期号: 3, 页码: 1528-1540
作者:  Du, Xiaobing;  Ma, Cuixia;  Zhang, Guanhua;  Li, Jinyao;  Lai, Yu-Kun;  Zhao, Guozhen;  Deng, Xiaoming;  Liu, Yong-Jin;  Wang, Hongan
Adobe PDF(9683Kb)  |  收藏  |  浏览/下载：348/0  |  提交时间：2021/06/11
Electroencephalography  Feature extraction  Brain modeling  Emotion recognition  Electrodes  Data models  Frequency-domain analysis  Emotion recognition  multichannel EEG  LSTM  attention mechanism  domain adaptation  
Multi-target Positive Emotion Recognition from EEG Signals 期刊论文
IEEE Transactions on Affective Computing, 2020
作者:  Zhao, Guozhen;  Zhang, Yulin;  Zhang, Guanhua;  Zhang, Dan;  Liu, Yong-Jin
Adobe PDF(2174Kb)  |  收藏  |  浏览/下载：297/0  |  提交时间：2021/06/11