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Gusa: Graph-Based Unsupervised Subdomain Adaptation for Cross-Subject EEG Emotion Recognition
Li, Xiaojun, Chen, C. L. Philip, Chen, Bianna, Zhang, Tong
Published in IEEE transactions on affective computing (01.07.2024)
Published in IEEE transactions on affective computing (01.07.2024)
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Unsupervised subdomain adaptation framework guided by pseudo label for cross-subject and cross-session EEG emotion recognition: Unsupervised subdomain adaptation framework guided by pseudo label
He, Wenwen, Zhang, Yi, Liu, Zhiyuan, Ye, Yalan, Ren, Qinghua, Zhan, Yongzhao
Published in Multimedia systems (21.08.2025)
Published in Multimedia systems (21.08.2025)
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Dual filtration subdomain adaptation network for cross-subject EEG emotion recognition
She, Qingshan, Li, Yipeng, Chen, Yun, Meng, Ming, Liu, Su, Zhang, Yingchun
Published in Neurocomputing (Amsterdam) (28.07.2025)
Published in Neurocomputing (Amsterdam) (28.07.2025)
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Deep subdomain adaptation subject-specific sleep staging framework with iterative self-training
Lyu, Juntong, Chen, Ziyang, Shi, Wenbin, Yeh, Chien-Hung
Published in Computer methods and programs in biomedicine (01.11.2025)
Published in Computer methods and programs in biomedicine (01.11.2025)
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Plug-and-Play sEMG-Driven Hand Gesture Recognition With Subdomain Adaptation for Exoskeleton Rehabilitation Gloves
Zhong, Xiao-Cong, Wang, Qisong, Liu, Dan, Wang, Xuefu, Li, Rui, Wang, Yunfei, Zhang, Meiyan, Sun, Jinwei
Published in IEEE transactions on instrumentation and measurement (2025)
Published in IEEE transactions on instrumentation and measurement (2025)
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Multi-source domain transfer network based on subdomain adaptation and minimum class confusion for EEG emotion recognition
Zhu, Lei, Xu, Mengxuan, Huang, Aiai, Zhang, Jianhai, Tan, Xufei
Published in Computer methods in biomechanics and biomedical engineering (21.10.2024)
Published in Computer methods in biomechanics and biomedical engineering (21.10.2024)
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Domain Adversarial Neural Network with Reliable Pseudo-labels Iteration for cross-subject EEG emotion recognition
Ju, Xiangyu, Su, Jianpo, Dai, Sheng, Wu, Xu, Li, Ming, Hu, Dewen
Published in Knowledge-based systems (12.05.2025)
Published in Knowledge-based systems (12.05.2025)
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Deep Subdomain Adaptation Network Improves Cross-Subject Mental Workload Classification
Sun, Wu, Li, Junhua
Published in Proceedings (International Conference on Cyberworlds. Online) (29.10.2024)
Published in Proceedings (International Conference on Cyberworlds. Online) (29.10.2024)
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Machine-Learning-Assisted Intelligent Processing and Optimization of Complex Systems
Year of Publication 2023
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EEG-based cross-subject emotion recognition using multi-source domain transfer learning
Quan, Jie, Li, Ying, Wang, Lingyue, He, Renjie, Yang, Shuo, Guo, Lei
Published in Biomedical signal processing and control (01.07.2023)
Published in Biomedical signal processing and control (01.07.2023)
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Transfer learning with unsupervised domain adaptation for personal thermal comfort prediction
Yang, Chuangkang, Taniguchi, Keiichiro, Akashi, Yasunori
Published in Energy and buildings (01.04.2025)
Published in Energy and buildings (01.04.2025)
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Electrode Shift Fast Adaptive Correction for Improving Myoelectric Control Interface Performance
Wang, Long, Li, Xiaoling, Chen, Zhangyi, Sun, Zhipeng, Xue, Jingyi
Published in IEEE sensors journal (15.10.2023)
Published in IEEE sensors journal (15.10.2023)
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On the effects of data normalization for domain adaptation on EEG data
Apicella, Andrea, Isgrò, Francesco, Pollastro, Andrea, Prevete, Roberto
Published in Engineering applications of artificial intelligence (01.08.2023)
Published in Engineering applications of artificial intelligence (01.08.2023)
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