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Guest Editorial: Ethics in Affective Computing. Ethical Considerations and Checklist for Affective Research With Wearables. GenSumm : A Joint Framework for Multi-Task Tweet Classification and Summarization Using Sentiment Analysis and Generative Modelling. Investigating Cardiovascular Activation of Young Adults in Routine Driving Dual Learning for Conversational Emotion Recognition and Emotional Response Generation Improving Multi-Label Facial Expression Recognition With Consistent and Distinct Attentions Olfactory-Enhanced VR: What's the Difference in Brain Activation Compared to Traditional VR for Emotion Induction? Dynamic Confidence-Aware Multi-Modal Emotion Recognition DFME: A New Benchmark for Dynamic Facial Micro-Expression Recognition Anthropomorphism and Affective Perception: Dimensions, Measurements, and Interdependencies in Aerial Robotics How Virtual Reality Therapy Affects Refugees From Ukraine - Acute Stress Reduction Pilot Study Learning With Rater-Expanded Label Space to Improve Speech Emotion Recognition Emotion Recognition in Conversation Based on a Dynamic Complementary Graph Convolutional Network Cross-Task Inconsistency Based Active Learning (CTIAL) for Emotion Recognition GDDN: Graph Domain Disentanglement Network for Generalizable EEG Emotion Recognition Guest Editorial Best of ACII 2021 Smiling in the Face and Voice of Avatars and Robots: Evidence for a ‘Smiling McGurk Effect’ Neuro or Symbolic? Fine-Tuned Transformer With Unsupervised LDA Topic Clustering for Text Sentiment Analysis From Static to Dynamic: Adapting Landmark-Aware Image Models for Facial Expression Recognition in Videos JADFER: Exploring Spatial-Contextual Interaction with Joint Attention Dropping for Facial Expression Recognition FERMixNet: An Occlusion Robust Facial Expression Recognition Model with Facial Mixing Augmentation and Mid-Level Representation Learning Deep Learning Approaches for Stress Detection: A Survey Hierarchical Knowledge Stripping for Multimodal Sentiment Analysis Multiscale Facial Expression Recognition Based on Dynamic Global and Static Local Attention Multi-scale Promoted Self-adjusting Correlation Learning for Facial Action Unit Detection A Pilot Study on the Comparison of Prefrontal Cortex Activities of Robotic Therapies on Elderly With Mild Cognitive Impairment Decoding Musical Neural Activity in Patients With Disorders of Consciousness Through Self-Supervised Contrastive Domain Generalization Dynamic Emotion-Dependent Network with Relational Subgraph Interaction for Multimodal Emotion Recognition Improving the Interpretability through Maximizing Mutual Information for EEG Emotion Recognition Facial Action Unit Recognition Enhanced by Text Descriptions of FACS Sharing our Emotions with Robots: Why do we do it and how does it make us feel? SimFLE: Simple Facial Landmark Encoding for Self-Supervised Facial Expression Recognition in the Wild A Topic-Guided Self-Attention Network for Daily Mental Wellbeing Prediction Using Mobile Devices Measuring affective state: Subject-dependent and-independent prediction based on longitudinal multimodal sensing Leaving None Behind: Data-Free Domain Incremental Learning for Major Depressive Disorder Detection Towards Multimodal Prediction of Spontaneous Humor: A Novel Dataset and First Results STAA-Net: A Sparse and Transferable Adversarial Attack for Speech Emotion Recognition The fNIRS-based Emotion Recognition by Spatial Transformer and WGAN Data Augmentation Towards Developing A Novel Affective BCI SCARE: A Novel Framework to Enhance Chinese Harmful Memes Detection Adaptive Domain Alignment Neural Networks for Cross-Domain EEG Emotion Recognition GHA: a Gated Hierarchical Attention Mechanism for the Detection of Abusive Language in Social Media SEED-VII: A Multimodal Dataset of Six Basic Emotions with Continuous Labels for Emotion Recognition Tracking dynamic flow: Decoding flow fluctuations through performance in a fine motor control task REMAST: Real-time Emotion-based Music Arrangement with Soft Transition Exploring Affective Peripheral Patterns Based on Body Surface Potentials with Covariance An Efficient Bi-modal Fusion Framework for Music Emotion Recognition Mutual Information of Crossmodal Utterance Representation for Multimodal Sentiment Analysis A Residual Multi-Scale Convolutional Neural Network with Transformers for Speech Emotion Recognition Interpreting Stress Detection Models using SHAP and Attention for MuSe-Stress 2022 Modeling Cognitive-Affective Processes with Appraisal and Reinforcement Learning