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Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-based Emotion Recognition IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-07-25 Weishan Ye, Zhiguo Zhang, Fei Teng, Min Zhang, Jianhong Wang, Dong Ni, Fali Li, Peng Xu, Zhen Liang
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Versatile Audio-Visual Learning for Emotion Recognition IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-07-25 Lucas Goncalves, Seong-Gyun Leem, Wei-Cheng Lin, Berrak Sisman, Carlos Busso
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Grop: Graph Orthogonal Purification Network for EEG Emotion Recognition IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-07-25 Mengqi Wu, C. L. Philip Chen, Bianna Chen, Tong Zhang
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Vicarious Evaluation of a Decision Model for Human-Agent Social Touch Interactions IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-07-24 Fabien Boucaud, Catherine Pelachaud, Indira Thouvenin
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Cross-Domain Sentiment Analysis via Disentangled Representation and Prototypical Learning IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-07-22 Qianlong Wang, Zhiyuan Wen, Keyang Ding, Bin Liang, Ruifeng Xu
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Diversity and Balance: Multimodal Sentiment Analysis using Multimodal-Prefixed and Cross-Modal Attention IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-07-17 Meng Li, Zhenfang Zhu, Kefeng Li, Hongli Pei
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Does gamified breath-biofeedback promote adherence, relaxation, and skill transfer in the wild? IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-07-17 Dennis R. da C. Silva, Ricardo Gutierrez-Osuna
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Integrating Visual Context into Language Models for Situated Social Conversation Starters IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-07-16 Ruben Janssens, Pieter Wolfert Thomas Demeester, Tony Belpaeme
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Exploring the Boundaries of Semi-Supervised Facial Expression Recognition using In-Distribution, Out-of-Distribution, and Unconstrained Data IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-07-09 Shuvendu Roy, Ali Etemad
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Multi-level Contrastive Learning: Hierarchical Alleviation of Heterogeneity in Multimodal Sentiment Analysis IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-07-05 Cunhang Fan, Kang Zhu, Jianhua Tao, Guofeng Yi, Jun Xue, Zhao Lv
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Eye Action Units as Combinations of Discrete Eye Behaviors for Wearable Mental State Analysis IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-07-03 Siyuan Chen, Julien Epps
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Predicting When and What to Explain From Multimodal Eye Tracking and Task Signals IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-06-27 Lennart Wachowiak, Peter Tisnikar, Gerard Canal, Andrew Coles, Matteo Leonetti, Oya Celiktutan
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Two-stage Temporal Modelling Framework for Video-based Depression Recognition using Graph Representation IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-06-26 Jiaqi Xu, Hatice Gunes, Keerthy Kusumam, Michel Valstar, Siyang Song
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A Wide Evaluation of ChatGPT on Affective Computing Tasks IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-06-26 Mostafa M. Amin, Rui Mao, Erik Cambria, Björn W. Schuller
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Image Encoding and Fusion of Multi-modal Data Enhance Depression Diagnosis in Parkinson's Disease Patients IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-06-24 Jian Li, Yuliang Zhao, Huawei Zhang, Wayne Jason LiMember, Changzeng Fu, Chao Lian, Peng Shan
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Emotion Recognition in the Real-World: Passively Collecting and Estimating Emotions from Natural Speech Data of Individuals with Bipolar Disorder IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-05-30 Emily Mower Provost, Sarah H Sperry, James Tavernor, Steve Anderau, Anastasia Yocum, Melvin G McInnis
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FEAD: Introduction to the fNIRS-EEG Affective Database - Video Stimuli IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-05-30 Alireza Farrokhi Nia, Vanessa Tang, Valery Malyshau, Amit Barde, Gonzalo Maso Talou, Mark Billinghurst
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Guest Editorial Best of ACII 2021 IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-05-30 Mohammad Soleymani, Shiro Kumano, Emily Mower Provost, Nadia Bianchi-Berthouze, Akane Sano, Kenji Suzuki
The 9TH AAAC Conference on Affective Computing and Intelligent Interaction 2021 was held in a virtual format in the fall of 2021. It was technically co-sponsored by the IEEE Computer Society and featured the recent work on Affective Computing. The six best papers from this conference were selected by the technical program chairs. They were invited to submit their extended version to be considered for
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Dynamic Causal Disentanglement Model for Dialogue Emotion Detection IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-05-29 Yuting Su, Yichen Wei, Weizhi Nie, Sicheng Zhao, Anan Liu
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Affect-Conditioned Image Generation IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-05-29 Francisco Ibarrola, Rohan Lulham, Kazjon Grace
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Rethinking Inconsistent Context and Imbalanced Regression in Depression Severity Prediction IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-05-27 Guanhe Huang, Jing Li, Heli Lu, Ming Guo, Shengyong Chen
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VyaktitvaNirdharan: Multimodal Assessment of Personality and Trait Emotional Intelligence IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-05-22 Maitree Leekha, Shahid Nawaz Khan, Harshita Srinivas, Rajiv Ratn Shah, Jainendra Shukla
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Hierarchical Encoding and Fusion of Brain Functions for Depression Subtype Classification IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-05-15 Mengjun Liu, Huifeng Zhang, Mianxin Liu, Dongdong Chen, Rubai Zhou, Wenxian Lu, Lichi Zhang, Dinggang Shen, Qian Wang, Daihui Peng
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EEG microstates and fNIRS metrics reveal the spatiotemporal joint neural processing features of human emotions IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-05-13 Xiaopeng Si, He Huang, Jiayue Yu, Dong Ming
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EmoTake: Exploring Drivers' Emotion for Takeover Behavior Prediction IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-05-10 Yu Gu, Yibing Weng, Yantong Wang, Meng Wang, Guohang Zhuang, Jinyang Huang, Xiaolan Peng, Liang Luo, Fuji Ren
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SynSem-ASTE: An Enhanced Multi-Encoder Network for Aspect Sentiment Triplet Extraction With Syntax and Semantics IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-05-08 Lulin Liu, Tao Qin, Yuankun Zhou, Chenxu Wang, Xiaohong Guan
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Boosting Micro-Expression Recognition Via Self-Expression Reconstruction and Memory Contrastive Learning IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-05-07 Yongtang Bao, Chenxi Wu, Peng Zhang, Caifeng Shan, Yue Qi, Xianye Ben
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Weakly Correlated Multimodal Sentiment Analysis: New Dataset and Topic-Oriented Model IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-05-02 Wuchao Liu, Wengen Li, Yu-Ping Ruan, Yulou Shu, Juntao Chen, Yina Li, Caili Yu, Yichao Zhang, Jihong Guan, Shuigeng Zhou
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Bridge Graph Attention based Graph Convolution Network with Multi-Scale Transformer for EEG Emotion Recognition IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-04-30 Huachao Yan, Kailing Guo, Xiaofen Xing, Xiangmin Xu
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A Weighted Co-Training Framework for Emotion Recognition Based on EEG Data Generation Using Frequency-Spatial Diffusion Transformer IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-04-30 Yufan Yi, Yiping Xu, Bo Yang, Yan Tian
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Multimodal prediction of obsessive-compulsive disorder, comorbid depression, and energy of deep brain stimulation IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-04-30 Saurabh Hinduja, Ali Darzi, Itir Onal Ertugrul, Nicole Provenza, Ron Gadot, Eric A Storch, Sameer A Sheth, Wayne K Goodman, Jeffrey F Cohn
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Spectral-Spatial Attention Alignment for Multi-Source Domain Adaptation in EEG-Based Emotion Recognition IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-04-29 Yi Yang, Ze Wang, Wei Tao, Xucheng Liu, Ziyu Jia, Boyu Wang, Feng Wan
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Improving Representation With Hierarchical Contrastive Learning for Emotion-Cause Pair Extraction IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-04-29 Guimin Hu, Yi Zhao, Guangming Lu
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MAST-GCN: Multi-Scale Adaptive Spatial-Temporal Graph Convolutional Network for EEG-Based Depression Recognition IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-04-24 Haifeng Lu, Zhiyang You, Yi Guo, Xiping Hu
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CiABL: Completeness-induced Adaptative Broad Learning for Cross-Subject Emotion Recognition with EEG and Eye Movement Signals IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-04-23 Xinrong Gong, C. L. Philip Chen, Bin Hu, Tong Zhang
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Modeling Category Semantic and Sentiment Knowledge for Aspect-Level Sentiment Analysis IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-04-19 Yuan Wang, Peng Huo, Lingyan Tang, Ning Xiong, Mengting Hu, Qi Yu, Jucheng Yang
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The EmoPain@Home Dataset: Capturing Pain Level and Activity Recognition for People with Chronic Pain in Their Homes IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-04-18 Temitayo Olugbade, Raffaele Andrea Buono, Kyrill Potapov, Alex Bujorianu, Amanda C de C Williams, Santiago de Ossorno Garcia, Nicolas Gold, Catherine Holloway, Nadia Bianchi-Berthouze
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Hierarchical Shared Encoder with Task-specific Transformer Layer Selection for Emotion-Cause Pair Extraction IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-04-17 Xinxin Su, Zhen Huang, Yixin Su, Bayu Distiawan Trisedya, Yong Dou, Yunxiang Zhao
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Evaluation of virtual agents’ hostility in video games IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-04-17 Remi Poivet, Alexandra de Lagarde, Catherine Pelachaud, Malika Auvray
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CFN-ESA: A Cross-Modal Fusion Network With Emotion-Shift Awareness for Dialogue Emotion Recognition IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-04-16 Jiang Li, Xiaoping Wang, Yingjian Liu, Zhigang Zeng
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FBSTCNet: A Spatio-Temporal Convolutional Network Integrating Power and Connectivity Features for EEG-Based Emotion Decoding IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-04-05 Weichen Huang, Wenlong Wang, Yuanqing Li, Wei Wu
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Joint Training on Multiple Datasets With Inconsistent Labeling Criteria for Facial Expression Recognition IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-04-02 Chengyan Yu, Dong Zhang, Wei Zou, Ming Li
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VAD: A Video Affective Dataset with Danmu IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-03-28 Shangfei Wang, Xin Li, Feiyi Zheng, Jicai Pan, Xuewei Li, Yanan Chang, Zhou'an Zhu, Qiong Li, Jiahe Wang, Yufei Xiao
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Fusion and Discrimination: A Multimodal Graph Contrastive Learning Framework for Multimodal Sarcasm Detection IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-03-21 Bin Liang, Lin Gui, Yulan He, Erik Cambria, Ruifeng Xu
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Emotion-Aware Multimodal Fusion for Meme Emotion Detection IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-03-20 Shivam Sharma, Ramaneswaran S, Md. Shad Akhtar, Tanmoy Chakraborty
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Contrastive Learning based Modality-Invariant Feature Acquisition for Robust Multimodal Emotion Recognition with Missing Modalities IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-03-18 Rui Liu, Haolin Zuo, Zheng Lian, Bjorn W. Schuller, Haizhou Li
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A Multi-Stage Visual Perception Approach for Image Emotion Analysis IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-03-08 Jicai Pan, Jinqiao Lu, Shangfei Wang
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Can Large Language Models Assess Personality from Asynchronous Video Interviews? A Comprehensive Evaluation of Validity, Reliability, Fairness, and Rating Patterns IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-03-08 Tianyi Zhang, Antonis Koutsoumpis, Janneke K. Oostrom, Djurre Holtrop, Sina Ghassemi, Reinout E. de Vries
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Analyzing Continuous-Time and Sentence-Level Annotations for Speech Emotion Recognition IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-03-01 Luz Martinez-Lucas, Wei-Cheng Lin, Carlos Busso
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GDDN: Graph Domain Disentanglement Network for Generalizable EEG Emotion Recognition IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-02-29 Bianna Chen, C. L. Philip Chen, Tong Zhang
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Guest Editorial: Ethics in Affective Computing IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-02-29 Jonathan Gratch, Gretchen Greene, Rosalind Picard, Lachlan Urquhart, Michel Valstar
Stunning advances in machine learning are heralding a new era in sensing, interpreting, simulating and stimulating human emotion. In the human sciences, research is increasingly highlighting the explanatory power of emotions, feelings, and other affective processes to predict how we think and behave. This is beginning to translate into an explosion of applications that can improve human wellbeing including
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Dep-FER: Facial Expression Recognition in Depressed Patients Based on Voluntary Facial Expression Mimicry IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-02-27 Jiayu Ye, Yanhong Yu, Yunshao Zheng, Yang Liu, Qingxiang Wang
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Vesper: A Compact and Effective Pretrained Model for Speech Emotion Recognition IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-02-26 Weidong Chen, Xiaofen Xing, Peihao Chen, Xiangmin Xu
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An Analysis of Physiological and Psychological Responses in Virtual Reality and Flat Screen Gaming IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-02-22 Ritik Vatsal, Shrivatsa Mishra, Rushil Thareja, Mrinmoy Chakrabarty, Ojaswa Sharma, Jainendra Shukla
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Continuous Emotion Ambiguity Prediction: Modeling with Beta Distributions IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-02-20 Deboshree Bose, Vidhyasaharan Sethu, Eliathamby Ambikairajah
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Facial Action Unit Detection and Intensity Estimation from Self-supervised Representation IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-02-19 Bowen Ma, Rudong An, Wei Zhang, Yu Ding, Zeng Zhao, Rongsheng Zhang, Tangjie Lv, Changjie Fan, Zhipeng Hu
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Cross-Task Inconsistency Based Active Learning (CTIAL) for Emotion Recognition IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-02-16 Yifan Xu, Xue Jiang, Dongrui Wu
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Bodily Sensation Map vs. Bodily Motion Map: Visualizing and Analyzing Emotional Body Motions IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-02-14 Myeongul Jung, Youngwug Cho, Jejoong Kim, Hyungsook Kim, Kwanguk Kim
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Looking into Gait for Perceiving Emotions via Bilateral Posture and Movement Graph Convolutional Networks IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-02-13 Yingjie Zhai, Guoli Jia, Yu-Kun Lai, Jing Zhang, Jufeng Yang, Dacheng Tao
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Multi-Modal Hierarchical Empathetic Framework for Social Robots With Affective Body Control IEEE Trans. Affect. Comput. (IF 9.6) Pub Date : 2024-02-12 Yue Gao, Yangqing Fu, Ming Sun, Feng Gao