IEEE Transactions on Affective Computing

Article	Citations
2021 Index IEEE Transactions on Affective Computing Vol. 12	686
Recognizing, Fast and Slow: Complex Emotion Recognition With Facial Expression Detection and Remote Physiological Measurement	343
A High-Quality Landmarked Infrared Eye Video Dataset (IREye4Task): Eye Behaviors, Insights and Benchmarks for Wearable Mental State Analysis	341
Emotion Dependent Domain Adaptation for Speech Driven Affective Facial Feature Synthesis	286
Modeling Emotion in Complex Stories: The Stanford Emotional Narratives Dataset	226
Multimodal Self-Assessed Personality Estimation During Crowded Mingle Scenarios Using Wearables Devices and Cameras	221
A Deeper Look at Facial Expression Dataset Bias	208
Emotion Recognition for Everyday Life Using Physiological Signals From Wearables: A Systematic Literature Review	159
To Be or Not to Be in Flow at Work: Physiological Classification of Flow Using Machine Learning	158
Mutual Information Based Fusion Model (MIBFM): Mild Depression Recognition Using EEG and Pupil Area Signals	146
Affective Dynamics and Cognition During Game-Based Learning	145
TSSRD: A Topic Sentiment Summarization Framework Based on Reaching Definition	140
Early Detection of User Engagement Breakdown in Spontaneous Human-Humanoid Interaction	136
Capturing Emotion Distribution for Multimedia Emotion Tagging	129
BReG-NeXt: Facial Affect Computing Using Adaptive Residual Networks With Bounded Gradient	122
Editorial: Transactions on Affective Computing – Another Year in the Shade of Covid-19	118
Multiview Facial Expression Recognition, A Survey	113
Automatic Estimation of Action Unit Intensities and Inference of Emotional Appraisals	103
An (E)Affective Bind: Situated Affectivity and the Prospect of Affect Recognition	103
Speech-Driven Expressive Talking Lips with Conditional Sequential Generative Adversarial Networks	100
Facial Expression Recognition Using a Temporal Ensemble of Multi-Level Convolutional Neural Networks	91
Personality Traits Classification Using Deep Visual Activity-Based Nonverbal Features of Key-Dynamic Images	86
First Impressions: A Survey on Vision-Based Apparent Personality Trait Analysis	74
The Mediating Effect of Emotions on Trust in the Context of Automated System Usage	70
Doing and Feeling: Relationships Between Moods, Productivity and Task-Switching	68

Exploiting Evolutionary Algorithms to Model Nonverbal Reactions to Conversational Interruptions in User-Agent Interactions	67
Receiving a Mediated Touch From Your Partner vs. a Male Stranger: How Visual Feedback of Touch and Its Sender Influence Touch Experience	65
Collecting Mementos: A Multimodal Dataset for Context-Sensitive Modeling of Affect and Memory Processing in Responses to Videos	64
Towards Human-Compatible Autonomous Car: A Study of Non-Verbal Turing Test in Automated Driving With Affective Transition Modelling	63
Effects of Physiological Signals in Different Types of Multimodal Sentiment Estimation	63
Perceived Conversation Quality in Spontaneous Interactions	62
Does gamified breath-biofeedback promote adherence, relaxation, and skill transfer in the wild?	59
Guest Editorial Best of ACII 2021	59
A Residual Multi-Scale Convolutional Neural Network with Transformers for Speech Emotion Recognition	56
A Comparative Data-driven Study of Intensity-based Categorical Emotion Representations for MER	55
Probabilistic Attribute Tree Structured Convolutional Neural Networks for Facial Expression Recognition in the Wild	55
Multimodal Sentimental Privileged Information Embedding for Improving Facial Expression Recognition	54
Automatic Context-Aware Inference of Engagement in HMI: A Survey	51
Capturing Interaction Quality in Long Duration (Simulated) Space Missions With Wearables	50
A Region Group Adaptive Attention Model For Subtle Expression Recognition	49
Hierarchical Knowledge Stripping for Multimodal Sentiment Analysis	49
Facial Expression Animation by Landmark Guided Residual Module	48
Mechanoreceptive Aβ primary afferents discriminate naturalistic social touch inputs at a functionally relevant time scale	47
Unsupervised Cross-Corpus Speech Emotion Recognition Using a Multi-Source Cycle-GAN	47
“Emotions are the Great Captains of Our Lives”: Measuring Moods Through the Power of Physiological and Environmental Sensing	47
Facial Expression Recognition in Classrooms: Ethical Considerations and Proposed Guidelines for Affect Detection in Educational Settings	46
Deep Facial Action Unit Recognition and Intensity Estimation from Partially Labelled Data	43
Social Image–Text Sentiment Classification With Cross-Modal Consistency and Knowledge Distillation	42
IAF-LG: An Interactive Attention Fusion Network With Local and Global Perspective for Aspect-Based Sentiment Analysis	42
Werewolf-XL: A Database for Identifying Spontaneous Affect in Large Competitive Group Interactions	42
Incorporating Forthcoming Events and Personality Traits in Social Media Based Stress Prediction	40
WiFE: WiFi and Vision Based Unobtrusive Emotion Recognition via Gesture and Facial Expression	40
Cross-Domain Sentiment Analysis via Disentangled Representation and Prototypical Learning	39
Emotion Recognition From Full-Body Motion Using Multiscale Spatio-Temporal Network	39
Multiple Instance Learning for Emotion Recognition Using Physiological Signals	39
Mouse-cursor Tracking: Simple Scoring Algorithms That Make It Work	39
A Quantum Probability Driven Framework for Joint Multi-Modal Sarcasm, Sentiment and Emotion Analysis	39
Effects of Computerized Emotional Training on Children with High Functioning Autism	39
Major Depressive Disorder Detection Using Graph Domain Adaptation With Global Message-Passing Based on EEG Signals	39
Managing Emotional Dialogue for a Virtual Cancer Patient: A Schema-Guided Approach	39
A Multi-Level Alignment and Cross-Modal Unified Semantic Graph Refinement Network for Conversational Emotion Recognition	38
How Virtual Reality Therapy Affects Refugees From Ukraine - Acute Stress Reduction Pilot Study	38
Multi-Modal Hierarchical Empathetic Framework for Social Robots With Affective Body Control	38
DFME: A New Benchmark for Dynamic Facial Micro-Expression Recognition	37
Exploring Retrospective Annotation in Long-Videos for Emotion Recognition	36
Image-to-Text Conversion and Aspect-Oriented Filtration for Multimodal Aspect-Based Sentiment Analysis	36
MASANet: Multi-Aspect Semantic Auxiliary Network for Visual Sentiment Analysis	35
Multi-Order Networks for Action Unit Detection	35
A Framework to Model and Control the State of Presence in Virtual Reality Systems	35
ECPEC: Emotion-Cause Pair Extraction in Conversations	35
Bodily Sensation Map vs. Bodily Motion Map: Visualizing and Analyzing Emotional Body Motions	35
Automatic Estimation of Self-Reported Pain by Trajectory Analysis in the Manifold of Fixed Rank Positive Semi-Definite Matrices	35
Adversarial Domain Generalized Transformer for Cross-Corpus Speech Emotion Recognition	34
Measuring and Fostering Diversity in Affective Computing Research	34
You're Not You When You're Angry: Robust Emotion Features Emerge by Recognizing Speakers	34

ARAUS: A Large-Scale Dataset and Baseline Models of Affective Responses to Augmented Urban Soundscapes	33
IMGWOFS: A Feature Selector with Trade-off between Conflict Objectives for EEG-based Emotion Recognition	33
Prompt Consistency for Multi-Label Textual Emotion Detection	33
Improving the Interpretability through Maximizing Mutual Information for EEG Emotion Recognition	33
Adapting the Interplay Between Personalized and Generalized Affect Recognition Based on an Unsupervised Neural Framework	33
Towards a Prediction and Data Driven Computational Process Model of Emotion	33
Dual Attention and Element Recalibration Networks for Automatic Depression Level Prediction	32
Unconstrained Facial Expression Recognition With No-Reference De-Elements Learning	32
Automatic Prediction of Group Cohesiveness in Images	32
Towards Contrastive Context-Aware Conversational Emotion Recognition	32
Multi-Modal Sarcasm Detection and Humor Classification in Code-Mixed Conversations	31
SCARE: A Novel Framework to Enhance Chinese Harmful Memes Detection	30
Frustration Recognition Using Spatio Temporal Data: A Novel Dataset and GCN Model to Recognize In-Vehicle Frustration	30
Deep Learning for Micro-Expression Recognition: A Survey	29
A Review of Affective Computing Research Based on Function-Component-Representation Framework	29
Classifying Suicide-Related Content and Emotions on Twitter Using Graph Convolutional Neural Networks	29
Looking at the Body: Automatic Analysis of Body Gestures and Self-Adaptors in Psychological Distress	29
From EEG to Eye Movements: Cross-modal Emotion Recognition Using Constrained Adversarial Network with Dual Attention	28
Depression Recognition Using Remote Photoplethysmography From Facial Videos	28
Chunk-Level Speech Emotion Recognition: A General Framework of Sequence-to-One Dynamic Temporal Modeling	28
Affective Dynamics: Principal Motion Analysis of Temporal Dominance of Sensations and Emotions Data	27
Cost-Sensitive Boosting Pruning Trees for Depression Detection on Twitter	27
ICA-Evolution Based Data Augmentation with Ensemble Deep Neural Networks Using Time and Frequency Kernels for Emotion Recognition from EEG-Data	27
An Effective 3D Text Recurrent Voting Generator for Metaverse	27
Facial Expressions of Comprehension (FEC)	26
The Acoustically Emotion-Aware Conversational Agent With Speech Emotion Recognition and Empathetic Responses	26
Ethics and Good Practice in Computational Paralinguistics	26
Emotion Recognition and EEG Analysis Using ADMM-Based Sparse Group Lasso	26
Classifying Emotions and Engagement in Online Learning Based on a Single Facial Expression Recognition Neural Network	26
Vision Transformer With Attentive Pooling for Robust Facial Expression Recognition	26
Emotion Intensity and its Control for Emotional Voice Conversion	26
Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion Recognition	25
Deep Facial Expression Recognition: A Survey	25
CiABL: Completeness-Induced Adaptative Broad Learning for Cross-Subject Emotion Recognition With EEG and Eye Movement Signals	24
Variational Instance-Adaptive Graph for EEG Emotion Recognition	24
Affective Computing Databases: In-depth Analysis of Systematic Reviews and Surveys	24
Fusing of Electroencephalogram and Eye Movement With Group Sparse Canonical Correlation Analysis for Anxiety Detection	24
AMIGOS: A Dataset for Affect, Personality and Mood Research on Individuals and Groups	24
Sparse Emotion Dictionary and CWT Spectrogram Fusion with Multi-head Self-Attention for Depression Recognition in Parkinson's Disease Patients	23
Multi-Scale Hyperbolic Contrastive Learning for Cross-Subject EEG Emotion Recognition	23
Detecting Mental Disorders in Social Media Through Emotional Patterns - The Case of Anorexia and Depression	23
VyaktitvaNirdharan: Multimodal Assessment of Personality and Trait Emotional Intelligence	23
LineConGraphs: Line Conversation Graphs for Effective Emotion Recognition using Graph Neural Networks	23
Smart Affect Monitoring With Wearables in the Wild: An Unobtrusive Mood-Aware Emotion Recognition System	23
An Efficient Framework for Constructing Speech Emotion Corpus Based on Integrated Active Learning Strategies	23
Individual-Aware Attention Modulation for Unseen Speaker Emotion Recognition	23
Adaptive Domain Alignment Neural Networks for Cross-Domain EEG Emotion Recognition	23
MDN: A Deep Maximization-Differentiation Network for Spatio-Temporal Depression Detection	23
A Classification Framework for Depressive Episode Using R-R Intervals From Smartwatch	22
A Bayesian Deep Learning Framework for End-To-End Prediction of Emotion From Heartbeat	22
Pose-Aware Facial Expression Recognition Assisted by Expression Descriptions	22
GDDN: Graph Domain Disentanglement Network for Generalizable EEG Emotion Recognition	22
Unsupervised Time-Aware Sampling Network With Deep Reinforcement Learning for EEG-Based Emotion Recognition	22
Learning With Rater-Expanded Label Space to Improve Speech Emotion Recognition	22
Learning Enhanced Acoustic Latent Representation for Small Scale Affective Corpus with Adversarial Cross Corpora Integration	21
Autoencoder for Semisupervised Multiple Emotion Detection of Conversation Transcripts	21
UBFC-Phys: A Multimodal Database For Psychophysiological Studies of Social Stress	21
CPED: A Chinese Positive Emotion Database for Emotion Elicitation and Analysis	21
EmoBed: Strengthening Monomodal Emotion Recognition via Training with Crossmodal Emotion Embeddings	21
Counterfactual Representation Augmentation for Cross-Domain Sentiment Analysis	21
Multi-Label Emotion Detection via Emotion-Specified Feature Extraction and Emotion Correlation Learning	21
Pars-OFF: A Benchmark for Offensive Language Detection on Farsi Social Media	20
Are 3D Face Shapes Expressive Enough for Recognising Continuous Emotions and Action Unit Intensities?	20
Holistic Affect Recognition Using PaNDA: Paralinguistic Non-Metric Dimensional Analysis	20
A Multi-Componential Approach to Emotion Recognition and the Effect of Personality	20
Inconsistency-Based Multi-Task Cooperative Learning for Emotion Recognition	20
SVFAP: Self-supervised Video Facial Affect Perceiver	20
Subjective Fear in Virtual Reality: A Linear Mixed-Effects Analysis of Skin Conductance	20
Examining Emotion Perception Agreement in Live Music Performance	20
Special Issue on Automated Perception of Human Affect from Longitudinal Behavioral Data	20
AVES: An Audio-Visual Emotion Stream Dataset for Temporal Emotion Detection	19
Persuasion-Induced Physiology as Predictor of Persuasion Effectiveness	19
A New Look At Breathing for Affective Studies	19
Using Circular Models to Improve Music Emotion Recognition	19
EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention	19
Exploring Macroscopic and Microscopic Fluctuations of Elicited Facial Expressions for Mood Disorder Classification	18
Brain Dynamics During Arousal-Dependent Pleasant/Unpleasant Visual Elicitation: An Electroencephalographic Study on the Circumplex Model of Affect	18
Affective Impression: Sentiment-Awareness POI Suggestion via Embedding in Heterogeneous LBSNs	18
Modeling Feature Representations for Affective Speech Using Generative Adversarial Networks	18
Emotion-Regularized Conditional Variational Autoencoder for Emotional Response Generation	18

Emotion Arousal Assessment Based on Multimodal Physiological Signals for Game Users	18
Embodied Robot Models for Interdisciplinary Emotion Research	18
Transformer-Augmented Network With Online Label Correction for Facial Expression Recognition	18
Data Leakage and Evaluation Issues in Micro-Expression Analysis	17
On the Effect of Observed Subject Biases in Apparent Personality Analysis From Audio-Visual Signals	17
Novel Computational Linguistic Measures, Dialogue System and the Development of SOPHIE: Standardized Online Patient for Healthcare Interaction Education	17
Audio-Visual Gated-Sequenced Neural Networks for Affect Recognition	17
MMPosE: Movie-Induced Multi-Label Positive Emotion Classification Through EEG Signals	17
Emotional Conversation Generation Orientated Syntactically Constrained Bidirectional-Asynchronous Framework	17
FENP: A Database of Neonatal Facial Expression for Pain Analysis	17
FEAD: Introduction to the fNIRS-EEG Affective Database - Video Stimuli	16
EmoSen: Generating Sentiment and Emotion Controlled Responses in a Multimodal Dialogue System	16
WavDepressionNet: Automatic Depression Level Prediction via Raw Speech Signals	16
Affective Video Content Analysis via Multimodal Deep Quality Embedding Network	16
Impact of Annotation Modality on Label Quality and Model Performance in the Automatic Assessment of Laughter In-the-Wild	16
Study on Horse-Rider Interaction Based on Body Sensor Network in Competitive Equitation	16
Neuro or Symbolic? Fine-Tuned Transformer With Unsupervised LDA Topic Clustering for Text Sentiment Analysis	16
Phonetically-Anchored Domain Adaptation for Cross-Lingual Speech Emotion Recognition	15
Automatic Detection of Reflective Thinking in Mathematical Problem Solving Based on Unconstrained Bodily Exploration	15
Create a crowd emotion detection framework with ecological validity	15
Shyness Trait Recognition for Schoolchildren via Multi-View Features of Online Writing	15
Learning Users Inner Thoughts and Emotion Changes for Social Media Based Suicide Risk Detection	15
AffectON: Incorporating Affect Into Dialog Generation	15
Facial expression recognition with label-noisy under Dual-Branch Noise Extraction and Suppression	15
Modeling Real-World Affective and Communicative Nonverbal Vocalizations From Minimally Speaking Individuals	15
End-to-End Label Uncertainty Modeling in Speech Emotion Recognition Using Bayesian Neural Networks and Label Distribution Learning	15
AT2GRU: A Human Emotion Recognition Model With Mitigated Device Heterogeneity	14
TSception: Capturing Temporal Dynamics and Spatial Asymmetry From EEG for Emotion Recognition	14
Facial Expression Recognition With Visual Transformers and Attentional Selective Fusion	14
Vicarious Evaluation of a Decision Model for Human-Agent Social Touch Interactions	14
ENGAGE-DEM: A Model of Engagement of People With Dementia	14
Enforcing Semantic Consistency for Cross Corpus Emotion Prediction Using Adversarial Discrepancy Learning in Emotion	14
First Impressions Count! The Role of the Human's Emotional State on Rapport Established with an Empathic versus Neutral Virtual Therapist	14
Conveying Emotions Through Device-Initiated Touch	14
Local Temporal Pattern and Data Augmentation for Spotting Micro-Expressions	14
The Deep Method: Towards Computational Modeling of the Social Emotion Shame Driven by Theory, Introspection, and Social Signals	14
Detection and Identification of Choking Under Pressure in College Tennis Based Upon Physiological Parameters, Performance Patterns, and Game Statistics	14
Using Subgroup Discovery to Relate Odor Pleasantness and Intensity to Peripheral Nervous System Reactions	14