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ORCIDIEEE Transactions on Affective Computing, Volume 15
Volume 15, Number 1, January - March 2024
- Jonathan Gratch
, Gretchen Greene, Rosalind W. Picard, Lachlan Urquhart, Michel F. Valstar:
Guest Editorial: Ethics in Affective Computing. 1-3 - Manohar Kumar, Aisha Aijaz, Omkar Chattar, Jainendra Shukla, Raghava Mutharaju:
Opacity, Transparency, and the Ethics of Affective Computing. 4-17 - Jason Branford:
An (E)Affective Bind: Situated Affectivity and the Prospect of Affect Recognition. 18-29 - Md Taufeeq Uddin, Lijun Yin, Shaun J. Canavan:
Spatio-Temporal Graph Analytics on Secondary Affect Data for Improving Trustworthy Emotional AI. 30-49 - Maciej Behnke, Stanislaw Saganowski, Dominika Kunc, Przemyslaw Kazienko:
Ethical Considerations and Checklist for Affective Research With Wearables. 50-62 - Isabelle Hupont, Songül Tolan, Pedro Frau, Lorenzo Porcaro, Emilia Gómez:
Measuring and Fostering Diversity in Affective Computing Research. 63-78 - David Melhart, Julian Togelius, Benedikte Mikkelsen, Christoffer Holmgård, Georgios N. Yannakakis:
The Ethics of AI in Games. 79-92 - Allison Macey Banzon, Jonathan Beever, Michelle Taub:
Facial Expression Recognition in Classrooms: Ethical Considerations and Proposed Guidelines for Affect Detection in Educational Settings. 93-104 - Kenneth Ooi, Zhen-Ting Ong, Karn N. Watcharasupat, Bhan Lam, Joo Young Hong, Woon-Seng Gan:
ARAUS: A Large-Scale Dataset and Baseline Models of Affective Responses to Augmented Urban Soundscapes. 105-120 - Yangyang Zhou, Xin Kang, Fuji Ren:
Prompt Consistency for Multi-Label Textual Emotion Detection. 121-129 - Jiang Li, Xiaoping Wang, Guoqing Lv, Zhigang Zeng:
GA2MIF: Graph and Attention Based Two-Stage Multi-Source Information Fusion for Conversational Emotion Detection. 130-143 - Jingyun Xu, Jiayuan Xie, Yi Cai, Zehang Lin, Ho-fung Leung, Qing Li, Tat-Seng Chua:
Context-Aware Dynamic Word Embeddings for Aspect Term Extraction. 144-156 - Yujin Wu, Mohamed Daoudi, Ali Amad:
Transformer-Based Self-Supervised Multimodal Representation Learning for Wearable Emotion Recognition. 157-172 - Hangyu Li, Nannan Wang, Xi Yang, Xiaoyu Wang, Xinbo Gao:
Unconstrained Facial Expression Recognition With No-Reference De-Elements Learning. 173-185 - Tuomas Varanka, Yante Li, Wei Peng, Guoying Zhao:
Data Leakage and Evaluation Issues in Micro-Expression Analysis. 186-197 - Ling Lo, Bo-Kai Ruan, Hong-Han Shuai, Hao-Wen Cheng:
Modeling Uncertainty for Low-Resolution Facial Expression Recognition. 198-209 - Yi-Wei Shen, Yuan-Pin Lin:
Cross-Day Data Diversity Improves Inter-Individual Emotion Commonality of Spatio-Spectral EEG Signatures Using Independent Component Analysis. 210-222 - Wang-Wang Yu, Jingwen Jiang, Kai-Fu Yang, Hong-Mei Yan, Yong-Jie Li:
LGSNet: A Two-Stream Network for Micro- and Macro-Expression Spotting With Background Modeling. 223-240 - Shangfei Wang, Yi Wu, Yanan Chang, Guoming Li, Meng Mao:
Pose-Aware Facial Expression Recognition Assisted by Expression Descriptions. 241-253 - Nastaran Babanejad, Heidar Davoudi, Ameeta Agrawal, Aijun An, Manos Papagelis:
The Role of Preprocessing for Word Representation Learning in Affective Tasks. 254-272 - Erik van Haeringen, Emmeke Veltmeijer, Charlotte Gerritsen:
Empirical Validation of an Agent-Based Model of Emotion Contagion. 273-284 - Mingyue Niu, Jianhua Tao, Yongwei Li, Yong Qin, Ya Li:
WavDepressionNet: Automatic Depression Level Prediction via Raw Speech Signals. 285-296 - Tuukka Ruotsalo, Kalle Mäkelä, Michiel M. A. Spapé:
Crowdsourcing Affective Annotations Via fNIRS-BCI. 297-308 - Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao:
Efficient Multimodal Transformer With Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis. 309-325 - Yaochen Liu, Yazhou Zhang, Dawei Song:
A Quantum Probability Driven Framework for Joint Multi-Modal Sarcasm, Sentiment and Emotion Analysis. 326-341 - Berat Bicer, Hamdi Dibeklioglu:
Automatic Deceit Detection Through Multimodal Analysis of High-Stake Court-Trials. 342-356 - Karl Magtibay, Karthikeyan Umapathy:
A Review of Tools and Methods for Detection, Analysis, and Prediction of Allostatic Load Due to Workplace Stress. 357-375
Volume 15, Number 2, April - June 2024
- Mohammad Soleymani, Shiro Kumano, Emily Mower Provost, Nadia Bianchi-Berthouze, Akane Sano, Kenji Suzuki:
Guest Editorial Best of ACII 2021. 376-379 - Konstantinos Makantasis, Kosmas Pinitas, Antonios Liapis, Georgios N. Yannakakis:
From the Lab to the Wild: Affect Modeling Via Privileged Information. 380-392 - Ilaria Torre, Simon Holk, Elmira Yadollahi, Iolanda Leite, Rachel McDonnell, Naomi Harte:
Smiling in the Face and Voice of Avatars and Robots: Evidence for a 'Smiling McGurk Effect'. 393-404 - Gargi Singh, Dhanajit Brahma, Piyush Rai, Ashutosh Modi:
Text-Based Fine-Grained Emotion Prediction. 405-416 - Tanja Schneeberger, Mirella Hladký, Ann-Kristin Thurner, Jana Volkert, Alexander Heimerl, Tobias Baur, Elisabeth André, Patrick Gebhard:
The Deep Method: Towards Computational Modeling of the Social Emotion Shame Driven by Theory, Introspection, and Social Signals. 417-432 - Kushal Chawla, Rene Clever, Jaysa Ramirez, Gale M. Lucas, Jonathan Gratch:
Towards Emotion-Aware Agents for Improved User Satisfaction and Partner Perception in Negotiation Dialogues. 433-444 - Hanan Salam, Oya Çeliktutan, Hatice Gunes, Mohamed Chetouani:
Automatic Context-Aware Inference of Engagement in HMI: A Survey. 445-464 - Joshua Bensemann, Hasnain Cheena, David Tse Jung Huang, Elizabeth Broadbent, Jonathan Williams, Jörg Wicker:
From What You See to What We Smell: Linking Human Emotions to Bio-Markers in Breath. 465-477 - Zhaoning Li, Qiaoli Jiang, Zhengming Wu, Anqi Liu, Haiyan Wu, Miner Huang, Kai Huang, Yixuan Ku:
Towards Human-Compatible Autonomous Car: A Study of Non-Verbal Turing Test in Automated Driving With Affective Transition Modelling. 478-492 - Fei Ding, Xin Kang, Fuji Ren:
Neuro or Symbolic? Fine-Tuned Transformer With Unsupervised LDA Topic Clustering for Text Sentiment Analysis. 493-507 - Kailai Yang, Tianlin Zhang, Sophia Ananiadou:
Disentangled Variational Autoencoder for Emotion Recognition in Conversations. 508-518 - José Vargas Quiros, Laura Cabrera Quiros, Catharine Oertel, Hayley Hung:
Impact of Annotation Modality on Label Quality and Model Performance in the Automatic Assessment of Laughter In-the-Wild. 519-534 - Mani Kumar Tellamekala, Ömer Sümer, Björn W. Schuller, Elisabeth André, Timo Giesbrecht, Michel F. Valstar:
Are 3D Face Shapes Expressive Enough for Recognising Continuous Emotions and Action Unit Intensities? 535-548 - Ronghao Lin, Haifeng Hu:
Multi-Task Momentum Distillation for Multimodal Sentiment Analysis. 549-565 - Naima Otberdout, Claudio Ferrari, Mohamed Daoudi, Stefano Berretti, Alberto Del Bimbo:
Generating Multiple 4D Expression Transitions by Learning Face Landmark Trajectories. 566-578 - Navin Raj Prabhu, Nale Lehmann-Willenbrock, Timo Gerkmann:
End-to-End Label Uncertainty Modeling in Speech Emotion Recognition Using Bayesian Neural Networks and Label Distribution Learning. 579-592 - Fuyan Ma, Bin Sun, Shutao Li:
Transformer-Augmented Network With Online Label Correction for Facial Expression Recognition. 593-605 - Yiming Wang, Hui Yu, Weihong Gao, Yifan Xia, Charles Nduka:
MGEED: A Multimodal Genuine Emotion and Expression Detection Database. 606-619 - Xiaotian Li, Zheng Zhang, Xiang Zhang, Taoyue Wang, Zhihua Li, Huiyuan Yang, Umur A. Ciftci, Qiang Ji, Jeffrey F. Cohn, Lijun Yin:
Disagreement Matters: Exploring Internal Diversification for Redundant Attention in Generic Facial Action Analysis. 620-631 - Hossein Alikarami, Amir-Massoud Bidgoli, Hamid Haj Seyed Javadi:
Belief Mining in Persian Texts Based on Deep Learning and Users' Opinions. 632-643 - Ahmed M. Anter, Zhiguo Zhang:
RLWOA-SOFL: A New Learning Model-Based Reinforcement Swarm Intelligence and Self-Organizing Deep Fuzzy Rules for fMRI Pain Decoding. 644-656 - Rushuang Zhou, Zhiguo Zhang, Hong Fu, Li Zhang, Linling Li, Gan Huang, Fali Li, Xin Yang, Yining Dong, Yuan-Ting Zhang, Zhen Liang:
PR-PL: A Novel Prototypical Representation Based Pairwise Learning Framework for Emotion Recognition Using EEG Signals. 657-670 - Bingxiu Liu, Jifeng Guo, C. L. Philip Chen, Xia Wu, Tong Zhang:
Fine-Grained Interpretability for EEG Emotion Recognition: Concat-Aided Grad-CAM and Systematic Brain Functional Network. 671-684 - Xiaowei Zhang, Xiangyu Wei, Zhongyi Zhou, Qiqi Zhao, Sipo Zhang, Yikun Yang, Rui Li, Bin Hu:
Dynamic Alignment and Fusion of Multimodal Physiological Patterns for Stress Recognition. 685-696 - Yuan Gao, Longbiao Wang, Jiaxing Liu, Jianwu Dang, Shogo Okada:
Adversarial Domain Generalized Transformer for Cross-Corpus Speech Emotion Recognition. 697-708 - Yushi Zeng, Guohua Wang, Haopeng Ren, Yi Cai, Ho-fung Leung, Qing Li, Qingbao Huang:
A Knowledge-Enhanced and Topic-Guided Domain Adaptation Model for Aspect-Based Sentiment Analysis. 709-721 - Li Yuan, Jin Wang, Liang-Chih Yu, Xuejie Zhang:
Encoding Syntactic Information into Transformers for Aspect-Based Sentiment Triplet Extraction. 722-735 - Xiangyun Tang, Dongliang Liao, Meng Shen, Liehuang Zhu, Shen Huang, Gongfu Li, Hong Man, Jin Xu:
Confidence-Aware Sentiment Quantification via Sentiment Perturbation Modeling. 736-750
Volume 15, Number 3, July - September 2024
- Xiaojun Quan, Siyue Wu, Junqing Chen, Weizhou Shen, Jianxing Yu:
Multi-Party Conversation Modeling for Emotion Recognition. 751-768 - M. D. Tanim Hasan, Huda Alghamdi, Salah Taamneh, Mike Manser, Robert Wunderlich, Panagiotis Tsiamyrtzis, Ioannis T. Pavlidis:
Investigating Cardiovascular Activation of Young Adults in Routine Driving. 769-786 - Samuel Gomes, José Bernardo Rocha, João Dias, Carlos Martinho:
Designing a Mood-Mediated Multi-Level Reasoner. 787-798 - Jianming Lv, Chujie Chen, Zequan Liang:
Automated Scoring of Asynchronous Interview Videos Based on Multi-Modal Window-Consistency Fusion. 799-814 - Mingyu Wan, Yin Zhong, Xuefeng Gao, Sophia Yat Mei Lee, Chu-Ren Huang:
Fake News, Real Emotions: Emotion Analysis of COVID-19 Infodemic in Weibo. 815-827 - Yuchen Pan, Yuanyuan Shang, Zhuhong Shao, Tie Liu, Guodong Guo, Hui Ding:
Integrating Deep Facial Priors Into Landmarks for Privacy Preserving Multimodal Depression Recognition. 828-836 - Arwa Diwali, Kawther Saeedi, Kia Dashtipour, Mandar Gogate, Erik Cambria, Amir Hussain:
Sentiment Analysis Meets Explainable Artificial Intelligence: A Survey on Explainable Sentiment Analysis. 837-846 - Megan A. Witherow, Manar D. Samad, Norou Diawara, Haim Y. Bar, Khan M. Iftekharuddin:
Deep Adaptation of Adult-Child Facial Expressions by Fusing Landmark Features. 847-858 - Luca Romeo, Temitayo A. Olugbade, Massimiliano Pontil, Nadia Bianchi-Berthouze:
Multi-Rater Consensus Learning for Modeling Multiple Sparse Ratings of Affective Behaviour. 859-871 - Motoaki Sato, Kazunori Terada, Jonathan Gratch:
Teaching Reverse Appraisal to Improve Negotiation Skills. 872-884 - Jia-Hao Hsu, Chung-Hsien Wu, Wei-Kai Wang, Hung-Yi Su, Esther Ching-Lan Lin, Po See Chen:
Digital Phenotyping-Based Bipolar Disorder Assessment Using Multiple Correlation Data Imputation and Lasso-MLP. 885-897 - Tao Wang, Shuang Liu, Feng He, Weina Dai, Minghao Du, Yufeng Ke, Dong Ming:
Emotion Recognition From Full-Body Motion Using Multiscale Spatio-Temporal Network. 898-912 - Yulong Bian, Chao Zhou, Yang Zhang, Juan Liu, Jenny Sheng, Yong-Jin Liu:
Focus on Cooperation: A Face-to-Face VR Serious Game for Relationship Enhancement. 913-928 - Weichen Huang, Zijing Guan, Kendi Li, Yajun Zhou, Yuanqing Li:
An Affective Brain-Computer Interface Based on a Transfer Learning Method. 929-941 - Fuminori Nagasawa, Shogo Okada, Takuya Ishihara, Katsumi Nitta:
Adaptive Interview Strategy Based on Interviewees' Speaking Willingness Recognition for Interview Robots. 942-957 - Ghinwa Masri, Fares Al-Shargie, Usman Tariq, Fadwa Al-Mughairbi, Fabio Babiloni, Hasan Al-Nashash:
Mental Stress Assessment in the Workplace: A Review. 958-976 - Pin-Jui Huang, Hongxia Xie, Hung-Cheng Huang, Hong-Han Shuai, Hao-Wen Cheng:
CA-FER: Mitigating Spurious Correlation With Counterfactual Attention in Facial Expression Recognition. 977-989 - Chuangao Tang, Sunan Li, Wenming Zheng, Yuan Zong, Su Zhang, Cheng Lu, Yan Zhao:
CFEW: A Large-Scale Database for Understanding Child Facial Expression in Real World. 990-1003 - Tiantian Chen, Ying Shen, Xuri Chen, Lin Zhang, Shengjie Zhao:
MPEG: A Multi-Perspective Enhanced Graph Attention Network for Causal Emotion Entailment in Conversations. 1004-1017 - Xinyu Shui, Rongzan Lin, Ziyang Luo, Bingxin Lin, Xinxin Mao, Haojie Li, Ran Liu, Dan Zhang:
Bodily Electrodermal Representations for Affective Computing. 1018-1025 - Kaicheng Fu, Changde Du, Shengpei Wang, Huiguang He:
Improved Video Emotion Recognition With Alignment of CNN and Human Brain Representations. 1026-1040 - Benjamin Kane, Catherine Giugno, Lenhart K. Schubert, Kurtis Haut, Caleb Wohn, Mohammed E. Hoque:
Managing Emotional Dialogue for a Virtual Cancer Patient: A Schema-Guided Approach. 1041-1052 - Sina Ghassemi, Tianyi Zhang, Ward van Breda, Antonis Koutsoumpis, Janneke K. Oostrom, Djurre Holtrop, Reinout E. de Vries:
Unsupervised Multimodal Learning for Dependency-Free Personality Recognition. 1053-1066 - Yongling Xu, Yang Du, Ling Li, Honghao Lai, Jing Zou, Tianying Zhou, Lushan Xiao, Li Liu, Pengcheng Ma:
AMDET: Attention Based Multiple Dimensions EEG Transformer for Emotion Recognition. 1067-1077 - Shiqing Zhang, Xingnan Zhang, Xiaoming Zhao, Jiangxiong Fang, Mingyue Niu, Ziping Zhao, Jun Yu, Qi Tian:
MTDAN: A Lightweight Multi-Scale Temporal Difference Attention Networks for Automated Video Depression Detection. 1078-1089 - Yongtao Zhang, Yue Pan, Yulin Zhang, Min Zhang, Linling Li, Li Zhang, Gan Huang, Lei Su, Honghai Liu, Zhen Liang, Zhiguo Zhang:
Unsupervised Time-Aware Sampling Network With Deep Reinforcement Learning for EEG-Based Emotion Recognition. 1090-1103 - Xingzhi Wang, Dong Zhang, Dah-Jye Lee:
Implementing the Affective Mechanism for Group Emotion Recognition With a New Graph Convolutional Network Architecture. 1104-1115 - Elizabeth M. Jacobs, Fani Deligianni, Frank E. Pollick:
Threat Perception Captured by Emotion, Motor and Empathetic System Responses: A Systematic Review. 1116-1135 - Benjamin Wortman, James Z. Wang:
HICEM: A High-Coverage Emotion Model for Artificial Emotional Intelligence. 1136-1152 - Mohamad Awada, Burcin Becerik-Gerber, Gale M. Lucas, Shawn C. Roll, Ruying Liu:
A New Perspective on Stress Detection: An Automated Approach for Detecting Eustress and Distress. 1153-1165 - Michiel M. A. Spapé, Kalle Mäkelä, Tuukka Ruotsalo:
NEMO: A Database for Emotion Analysis Using Functional Near-Infrared Spectroscopy. 1166-1177 - Jiayu Li, Manman Wang, Feifei Zhang, Guangyuan Liu, Wanhui Wen:
Chronic Stress Recognition Based on Time-Slot Analysis of Ambulatory Electrocardiogram and Tri-Axial Acceleration. 1178-1189 - Ching-Ting Tu, Kuan-Lin Chen:
Style-exprGAN: Diverse Smile Style Image Generation Via Attention-Guided Adversarial Networks. 1190-1201 - Rukshani Somarathna, Patrik Vuilleumier, Gelareh Mohammadi:
EmoStim: A Database of Emotional Film Clips With Discrete and Componential Assessment. 1202-1212 - Soraia M. Alarcão, Vânia Mendonça, Cláudia Sevivas, Carolina Maruta, Manuel J. Fonseca:
Annotate Smarter, not Harder: Using Active Learning to Reduce Emotional Annotation Effort. 1213-1227 - Xinyuan Wang, Danli Wang, Xuange Gao, Yanyan Zhao, Steve C. Chiu:
Enhancing EEG-Based Decision-Making Performance Prediction by Maximizing Mutual Information Between Emotion and Decision-Relevant Features. 1228-1240 - Shuhe Zhang, Haifeng Hu, Songlong Xing:
Dual Learning for Conversational Emotion Recognition and Emotional Response Generation. 1241-1252 - Fotis Efthymiou, Christian Hildebrand:
Empathy by Design: The Influence of Trembling AI Voices on Prosocial Behavior. 1253-1263 - Qianlong Wang, Hongling Xu, Zhiyuan Wen, Bin Liang, Min Yang, Bing Qin, Ruifeng Xu:
Image-to-Text Conversion and Aspect-Oriented Filtration for Multimodal Aspect-Based Sentiment Analysis. 1264-1278 - Jing Jiang, Weihong Deng:
Improving Multi-Label Facial Expression Recognition With Consistent and Distinct Attentions. 1279-1288 - Fang Liu, Pei Yang, Yezhi Shu, Fei Yan, Guanhua Zhang, Yong-Jin Liu:
Emotion Dictionary Learning With Modality Attentions for Mixed Emotion Exploration. 1289-1302 - Temitayo A. Olugbade, Amanda C. de C. Williams, Nicolas Gold, Nadia Bianchi-Berthouze:
Movement Representation Learning for Pain Level Classification. 1303-1314 - Fang Liu, Pei Yang, Yezhi Shu, Niqi Liu, Jenny Sheng, Junwen Luo, Xiaoan Wang, Yong-Jin Liu:
Emotion Recognition From Few-Channel EEG Signals by Integrating Deep Feature Aggregation and Transfer Learning. 1315-1330 - Xinyue Zhong, Wanqing Liu, Jialan Xie, Yun Gu, Guangyuan Liu:
Olfactory-Enhanced VR: What's the Difference in Brain Activation Compared to Traditional VR for Emotion Induction? 1331-1342 - Jinsheng Wei, Wei Peng, Guanming Lu, Yante Li, Jingjie Yan, Guoying Zhao:
Geometric Graph Representation With Learnable Graph Structure and Adaptive AU Constraint for Micro-Expression Recognition. 1343-1357 - Qi Zhu, Chuhang Zheng, Zheng Zhang, Wei Shao, Daoqiang Zhang:
Dynamic Confidence-Aware Multi-Modal Emotion Recognition. 1358-1370 - Sirui Zhao, Huaying Tang, Xinglong Mao, Shifeng Liu, Yiming Zhang, Hao Wang, Tong Xu, Enhong Chen:
DFME: A New Benchmark for Dynamic Facial Micro-Expression Recognition. 1371-1386 - Fenghua Li, Guoxiong Liu, Zhiling Zou, Yang Yan, Xin Huang, Xuanang Liu, Zhengkui Liu:
A Classification Framework for Depressive Episode Using R-R Intervals From Smartwatch. 1387-1399 - Zhiyao Sun, Yu-Hui Wen, Tian Lv, Yanan Sun, Ziyang Zhang, Yaoyuan Wang, Yong-Jin Liu:
Continuously Controllable Facial Expression Editing in Talking Face Videos. 1400-1413 - Yong Wang, Fanghao Song, Yan Liu, Yaying Li, Weihao Wang, Qiqi Huang, Yang Hu:
Research on the Association Mechanism and Evaluation Model Between fNIRS Data and Aesthetic Quality in Product Aesthetic Quality Evaluation. 1414-1426 - Xiaonan Yang, Yilu Peng, Yuyang Han, Fangyi Li, Qin Zhang,