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IEEE Transactions on Affective Computing最新文献

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Emotion Recognition by Learning the Manifold of Fused Multiscale Information of EEG Signals
IF 11.2 2区 计算机科学
IEEE Transactions on Affective Computing Pub Date : 2025-03-29 DOI: 10.1109/taffc.2025.3555226
Cunbo Li, Shuhan Zhang, Yufeng Mu, Lei Yang, Yueheng Peng, Fali Li, Yangsong Zhang, Zhen Liang, Zehong Cao, Feng Wan, Dezhong Yao, Peiyang Li, Peng Xu
{"title":"Emotion Recognition by Learning the Manifold of Fused Multiscale Information of EEG Signals","authors":"Cunbo Li, Shuhan Zhang, Yufeng Mu, Lei Yang, Yueheng Peng, Fali Li, Yangsong Zhang, Zhen Liang, Zehong Cao, Feng Wan, Dezhong Yao, Peiyang Li, Peng Xu","doi":"10.1109/taffc.2025.3555226","DOIUrl":"https://doi.org/10.1109/taffc.2025.3555226","url":null,"abstract":"","PeriodicalId":13131,"journal":{"name":"IEEE Transactions on Affective Computing","volume":"15 1","pages":"1-17"},"PeriodicalIF":11.2,"publicationDate":"2025-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143736392","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enhancing Cross-Dataset EEG Emotion Recognition: A Novel Approach with Emotional EEG Style Transfer Network
IF 11.2 2区 计算机科学
IEEE Transactions on Affective Computing Pub Date : 2025-03-29 DOI: 10.1109/taffc.2025.3555439
Yijin Zhou, Fu Li, Yang Li, Youshuo Ji, Lijian Zhang, Yuanfang Chen, Huaning Wang
{"title":"Enhancing Cross-Dataset EEG Emotion Recognition: A Novel Approach with Emotional EEG Style Transfer Network","authors":"Yijin Zhou, Fu Li, Yang Li, Youshuo Ji, Lijian Zhang, Yuanfang Chen, Huaning Wang","doi":"10.1109/taffc.2025.3555439","DOIUrl":"https://doi.org/10.1109/taffc.2025.3555439","url":null,"abstract":"","PeriodicalId":13131,"journal":{"name":"IEEE Transactions on Affective Computing","volume":"1 1","pages":"1-15"},"PeriodicalIF":11.2,"publicationDate":"2025-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143736444","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
SeeNet: A Soft Emotion Expert and Data Augmentation Method to Enhance Speech Emotion Recognition
IF 11.2 2区 计算机科学
IEEE Transactions on Affective Computing Pub Date : 2025-03-29 DOI: 10.1109/taffc.2025.3555406
Qifei Li, Yingming Gao, Yuhua Wen, Ziping Zhao, Ya Li, Björn W. Schuller
{"title":"SeeNet: A Soft Emotion Expert and Data Augmentation Method to Enhance Speech Emotion Recognition","authors":"Qifei Li, Yingming Gao, Yuhua Wen, Ziping Zhao, Ya Li, Björn W. Schuller","doi":"10.1109/taffc.2025.3555406","DOIUrl":"https://doi.org/10.1109/taffc.2025.3555406","url":null,"abstract":"","PeriodicalId":13131,"journal":{"name":"IEEE Transactions on Affective Computing","volume":"31 1","pages":"1-15"},"PeriodicalIF":11.2,"publicationDate":"2025-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143736443","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
UA-DAAN: An Uncertainty-aware Dynamic Adversarial Adaptation Network for EEG-based Depression Recognition
IF 11.2 2区 计算机科学
IEEE Transactions on Affective Computing Pub Date : 2025-03-28 DOI: 10.1109/taffc.2025.3555433
Jian Shen, Lechun You, Yu Ma, Zeguang Zhao, Huajian Liang, Yanan Zhang, Bin Hu
{"title":"UA-DAAN: An Uncertainty-aware Dynamic Adversarial Adaptation Network for EEG-based Depression Recognition","authors":"Jian Shen, Lechun You, Yu Ma, Zeguang Zhao, Huajian Liang, Yanan Zhang, Bin Hu","doi":"10.1109/taffc.2025.3555433","DOIUrl":"https://doi.org/10.1109/taffc.2025.3555433","url":null,"abstract":"","PeriodicalId":13131,"journal":{"name":"IEEE Transactions on Affective Computing","volume":"58 1","pages":"1-12"},"PeriodicalIF":11.2,"publicationDate":"2025-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143736445","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An EEG Method to Identify Image Preference With an Explicit/Implicit Task Brain-Computer Interface
IF 11.2 2区 计算机科学
IEEE Transactions on Affective Computing Pub Date : 2025-03-26 DOI: 10.1109/taffc.2025.3554534
Yulei Li, Shuyi Li, Hongzhi Qi
{"title":"An EEG Method to Identify Image Preference With an Explicit/Implicit Task Brain-Computer Interface","authors":"Yulei Li, Shuyi Li, Hongzhi Qi","doi":"10.1109/taffc.2025.3554534","DOIUrl":"https://doi.org/10.1109/taffc.2025.3554534","url":null,"abstract":"","PeriodicalId":13131,"journal":{"name":"IEEE Transactions on Affective Computing","volume":"33 1","pages":""},"PeriodicalIF":11.2,"publicationDate":"2025-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143702683","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
From Translation to Generative LLMs: Classification of Code-Mixed Affective Tasks
IF 11.2 2区 计算机科学
IEEE Transactions on Affective Computing Pub Date : 2025-03-24 DOI: 10.1109/taffc.2025.3553399
Anjali Yadav, Tanya Garg, Matej Klemen, Matej Ulcar, Basant Agarwal, Marko Robnik-Sikonja
{"title":"From Translation to Generative LLMs: Classification of Code-Mixed Affective Tasks","authors":"Anjali Yadav, Tanya Garg, Matej Klemen, Matej Ulcar, Basant Agarwal, Marko Robnik-Sikonja","doi":"10.1109/taffc.2025.3553399","DOIUrl":"https://doi.org/10.1109/taffc.2025.3553399","url":null,"abstract":"","PeriodicalId":13131,"journal":{"name":"IEEE Transactions on Affective Computing","volume":"61 1","pages":""},"PeriodicalIF":11.2,"publicationDate":"2025-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143702685","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multi-Modal Cross-Subject Emotion Feature Alignment and Recognition with EEG and Eye Movements
IF 11.2 2区 计算机科学
IEEE Transactions on Affective Computing Pub Date : 2025-03-24 DOI: 10.1109/taffc.2025.3554399
Qi Zhu, Ting Zhu, Lunke Fei, Chuhang Zheng, Wei Shao, David Zhang, Daoqiang Zhang
{"title":"Multi-Modal Cross-Subject Emotion Feature Alignment and Recognition with EEG and Eye Movements","authors":"Qi Zhu, Ting Zhu, Lunke Fei, Chuhang Zheng, Wei Shao, David Zhang, Daoqiang Zhang","doi":"10.1109/taffc.2025.3554399","DOIUrl":"https://doi.org/10.1109/taffc.2025.3554399","url":null,"abstract":"","PeriodicalId":13131,"journal":{"name":"IEEE Transactions on Affective Computing","volume":"98 3 1","pages":""},"PeriodicalIF":11.2,"publicationDate":"2025-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143702684","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Injecting Multimodal Information into Pre-trained Language Model for Multimodal Sentiment Analysis
IF 11.2 2区 计算机科学
IEEE Transactions on Affective Computing Pub Date : 2025-03-21 DOI: 10.1109/taffc.2025.3553149
Sijie Mai, Ying Zeng, Aolin Xiong, Haifeng Hu
{"title":"Injecting Multimodal Information into Pre-trained Language Model for Multimodal Sentiment Analysis","authors":"Sijie Mai, Ying Zeng, Aolin Xiong, Haifeng Hu","doi":"10.1109/taffc.2025.3553149","DOIUrl":"https://doi.org/10.1109/taffc.2025.3553149","url":null,"abstract":"","PeriodicalId":13131,"journal":{"name":"IEEE Transactions on Affective Computing","volume":"1 1","pages":""},"PeriodicalIF":11.2,"publicationDate":"2025-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143672537","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
MemRank: Memory-Augmented Similarity Ranking for Video-based Depression Severity Estimation
IF 11.2 2区 计算机科学
IEEE Transactions on Affective Computing Pub Date : 2025-03-21 DOI: 10.1109/taffc.2025.3553090
Yonghong Li, Zeqiang Wei, Guodong Guo, Xiuzhuang Zhou
{"title":"MemRank: Memory-Augmented Similarity Ranking for Video-based Depression Severity Estimation","authors":"Yonghong Li, Zeqiang Wei, Guodong Guo, Xiuzhuang Zhou","doi":"10.1109/taffc.2025.3553090","DOIUrl":"https://doi.org/10.1109/taffc.2025.3553090","url":null,"abstract":"","PeriodicalId":13131,"journal":{"name":"IEEE Transactions on Affective Computing","volume":"59 1","pages":""},"PeriodicalIF":11.2,"publicationDate":"2025-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143672538","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Chinese multimodal depression dataset with personality labeling for older adults with underlying medical conditions
IF 11.2 2区 计算机科学
IEEE Transactions on Affective Computing Pub Date : 2025-03-19 DOI: 10.1109/taffc.2025.3552835
Yuliang Zhao, Huawei Zhang, Jian Li, Siyang Song, Chao Lian, Yinghao Liu, Yulin Wang, Changzeng Fu
{"title":"A Chinese multimodal depression dataset with personality labeling for older adults with underlying medical conditions","authors":"Yuliang Zhao, Huawei Zhang, Jian Li, Siyang Song, Chao Lian, Yinghao Liu, Yulin Wang, Changzeng Fu","doi":"10.1109/taffc.2025.3552835","DOIUrl":"https://doi.org/10.1109/taffc.2025.3552835","url":null,"abstract":"","PeriodicalId":13131,"journal":{"name":"IEEE Transactions on Affective Computing","volume":"49 1","pages":""},"PeriodicalIF":11.2,"publicationDate":"2025-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143661420","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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