IEEE Transactions on Affective Computing

Article	Citations
Major Depressive Disorder Detection Using Graph Domain Adaptation With Global Message-Passing Based on EEG Signals	864
From EEG to Eye Movements: Cross-modal Emotion Recognition Using Constrained Adversarial Network with Dual Attention	471
Progressive Masking Oriented Self-Taught Learning for Occluded Facial Expression Recognition	445
Towards Contrastive Context-Aware Conversational Emotion Recognition	304
A High-Quality Landmarked Infrared Eye Video Dataset (IREye4Task): Eye Behaviors, Insights and Benchmarks for Wearable Mental State Analysis	267
Facial Expression Recognition Using a Temporal Ensemble of Multi-Level Convolutional Neural Networks	208
Mechanoreceptive Aβ Primary Afferents Discriminate Naturalistic Social Touch Inputs at a Functionally Relevant Time Scale	207
Mouse-cursor Tracking: Simple Scoring Algorithms That Make It Work	207
Sparse Emotion Dictionary and CWT Spectrogram Fusion With Multi-Head Self-Attention for Depression Recognition in Parkinson's Disease Patients	204
Perceived Conversation Quality in Spontaneous Interactions	180
Does Gamified Breath-Biofeedback Promote Adherence, Relaxation, and Skill Transfer in the Wild?	171
The Acoustically Emotion-Aware Conversational Agent With Speech Emotion Recognition and Empathetic Responses	167
Automatic Estimation of Action Unit Intensities and Inference of Emotional Appraisals	155
Effects of Computerized Emotional Training on Children with High Functioning Autism	147
Fusing of Electroencephalogram and Eye Movement With Group Sparse Canonical Correlation Analysis for Anxiety Detection	140
ECPEC: Emotion-Cause Pair Extraction in Conversations	136
Classifying Suicide-Related Content and Emotions on Twitter Using Graph Convolutional Neural Networks	127
Cost-Sensitive Boosting Pruning Trees for Depression Detection on Twitter	122
Vision Transformer With Attentive Pooling for Robust Facial Expression Recognition	117
A Classification Framework for Depressive Episode Using R-R Intervals From Smartwatch	115
The Deep Method: Towards Computational Modeling of the Social Emotion Shame Driven by Theory, Introspection, and Social Signals	100
When is a Haptic Message Like an Inside Joke? Digitally Mediated Emotive Communication Builds on Shared History	95
A Multi-Componential Approach to Emotion Recognition and the Effect of Personality	93
EEG Microstates and fNIRS Metrics Reveal the Spatiotemporal Joint Neural Processing Features of Human Emotions	91
Continuous Emotion Ambiguity Prediction: Modeling With Beta Distributions	88

Using Circular Models to Improve Music Emotion Recognition	87
Enhancing Cross-Dataset EEG Emotion Recognition: A Novel Approach with Emotional EEG Style Transfer Network	83
AM-ConvBLS: Adaptive Manifold Convolutional Broad Learning System for Cross-Session and Cross-Subject Emotion Recognition	82
Emotion Arousal Assessment Based on Multimodal Physiological Signals for Game Users	82
The Recognition of Multiple Anxiety Levels Based on Electroencephalograph	80
Subjective Fear in Virtual Reality: A Linear Mixed-Effects Analysis of Skin Conductance	79
Are 3D Face Shapes Expressive Enough for Recognising Continuous Emotions and Action Unit Intensities?	77
Hierarchical Multiscale Recurrent Neural Networks for Detecting Suicide Notes	76
Transformer-Based Self-Supervised Multimodal Representation Learning for Wearable Emotion Recognition	74
Automatic Detection of Reflective Thinking in Mathematical Problem Solving Based on Unconstrained Bodily Exploration	74
UBFC-Phys: A Multimodal Database For Psychophysiological Studies of Social Stress	74
Smart Affect Monitoring With Wearables in the Wild: An Unobtrusive Mood-Aware Emotion Recognition System	73
SparseDGCNN: Recognizing Emotion From Multichannel EEG Signals	70
An Efficient Framework for Constructing Speech Emotion Corpus Based on Integrated Active Learning Strategies	69
Cluster-Level Contrastive Learning for Emotion Recognition in Conversations	68
Review on Psychological Stress Detection Using Biosignals	66
Learning Users Inner Thoughts and Emotion Changes for Social Media Based Suicide Risk Detection	65
Facial Image-Based Automatic Assessment of Equine Pain	65
LGSNet: A Two-Stream Network for Micro- and Macro-Expression Spotting With Background Modeling	65
Improved Video Emotion Recognition With Alignment of CNN and Human Brain Representations	63
GHA: A Gated Hierarchical Attention Mechanism for the Detection of Abusive Language in Social Media	63
A Micro-Expression Recognition Network Based on Attention Mechanism and Motion Magnification	62
Non-Invasive Measurement of Trust in Group Interactions	62
Towards Cyberbullying Detection: Building, Benchmarking and Longitudinal Analysis of Aggressiveness and Conflicts/Attacks Datasets from Twitter	60
Leveraging the Deep Learning Paradigm for Continuous Affect Estimation from Facial Expressions	60
Effects of Algorithmic Transparency on User Experience and Physiological Responses in Affect-Aware Task Adaptation	57
Computation of Sensory-Affective Relationships Depending on Material Categories of Pictorial Stimuli	56
An Enroll-to-Verify Approach for Cross-Task Unseen Emotion Class Recognition	56
SMIN: Semi-Supervised Multi-Modal Interaction Network for Conversational Emotion Recognition	56
Age Against the Machine: How Age Relates to Listeners' Ability to Recognize Emotions in Robots' Semantic-Free Utterances	56
TFAGL: A Novel Agent Graph Learning Method Using Time-Frequency EEG For Major Depressive Disorder Detection	54
MECA: Manipulation With Emotional Intensity-Aware Contrastive Learning and Attention-Based Discriminative Learning	54
SEED-VII: A Multimodal Dataset of Six Basic Emotions With Continuous Labels for Emotion Recognition	54
Dynamic Confidence-Aware Multi-Modal Emotion Recognition	50
Multi-Label and Multimodal Classifier for Affective States Recognition in Virtual Rehabilitation	50
Fusion and Discrimination: A Multimodal Graph Contrastive Learning Framework for Multimodal Sarcasm Detection	50
Long Short-Term Memory Network Based Unobtrusive Workload Monitoring With Consumer Grade Smartwatches	50
Rethinking Emotion Annotations in the Era of Large Language Models	50
Multi-Party Conversation Modeling for Emotion Recognition	50
Annotate Smarter, not Harder: Using Active Learning to Reduce Emotional Annotation Effort	49
Nonverbal Leadership in Joint Full-Body Improvisation	48
AGILE: Attribute-Guided Identity Independent Learning for Facial Expression Recognition	48
A New Perspective on Stress Detection: An Automated Approach for Detecting Eustress and Distress	47
Improving Cross-Corpus Speech Emotion Recognition with Adversarial Discriminative Domain Generalization (ADDoG)	47
Partial Label Learning for Emotion Recognition from EEG	46
Group Synchrony for Emotion Recognition Using Physiological Signals	46
Hierarchical Shared Encoder With Task-Specific Transformer Layer Selection for Emotion-Cause Pair Extraction	45
An Analysis of Physiological and Psychological Responses in Virtual Reality and Flat Screen Gaming	45
Facial Depression Recognition by Deep Joint Label Distribution and Metric Learning	44
Guest Editorial: Special Issue on Affective Speech and Language Synthesis, Generation, and Conversion	44

Modeling Category Semantic and Sentiment Knowledge for Aspect-Level Sentiment Analysis	43
Objective Class-Based Micro-Expression Recognition Under Partial Occlusion Via Region-Inspired Relation Reasoning Network	43
Multimodal Deception Detection Using Real-Life Trial Data	42
Prediction of Depression Severity Based on the Prosodic and Semantic Features With Bidirectional LSTM and Time Distributed CNN	42
Dynamic Micro-Expression Recognition Using Knowledge Distillation	42
Dynamical Causal Graph Neural Network for EEG Emotion Recognition	41
Domain-Incremental Continual Learning for Mitigating Bias in Facial Expression and Action Unit Recognition	41
Methodology to Assess Quality, Presence, Empathy, Attitude, and Attention in 360-degree Videos for Immersive Communications	40
Exploring Complexity of Facial Dynamics in Autism Spectrum Disorder	40
Few-Shot Learning in Emotion Recognition of Spontaneous Speech Using a Siamese Neural Network With Adaptive Sample Pair Formation	40
State-Specific and Supraordinal Components of Facial Response to Pain	39
Multilevel Longitudinal Analysis of Shooting Performance as a Function of Stress and Cardiovascular Responses	39
From Regional to Global Brain: A Novel Hierarchical Spatial-Temporal Neural Network Model for EEG Emotion Recognition	39
Contradicted by the Brain: Predicting Individual and Group Preferences via Brain-Computer Interfacing	38
Theory of Mind Abilities Predict Robot's Gaze Effects on Object Preference	38
Aspect-Based Sentiment Quantification	38
Deep Adaptation of Adult-Child Facial Expressions by Fusing Landmark Features	38
Versatile Audio-Visual Learning for Emotion Recognition	37
Datasets of Smartphone Modalities for Depression Assessment: A Scoping Review	36
EEG Feature Selection via Global Redundancy Minimization for Emotion Recognition	36
Public Opinion Crisis Management Via Social Media Mining	35
Geometric Graph Representation With Learnable Graph Structure and Adaptive AU Constraint for Micro-Expression Recognition	35
Estimating Affective Taste Experience Using Combined Implicit Behavioral and Neurophysiological Measures	34
Ordinal Logistic Regression With Partial Proportional Odds for Depression Prediction	34
STAA-Net: A Sparse and Transferable Adversarial Attack for Speech Emotion Recognition	34
Leveraging Social Media for Real-Time Interpretable and Amendable Suicide Risk Prediction With Human-in-The-Loop	34
Text-Based Fine-Grained Emotion Prediction	34
Self-Supervised ECG Representation Learning for Emotion Recognition	33
Hierarchical Encoding and Fusion of Brain Functions for Depression Subtype Classification	33
A Psychologically Inspired Fuzzy Cognitive Deep Learning Framework to Predict Crowd Behavior	33
The Rhythm of Flow: Detecting Facial Expressions of Flow Experiences Using CNNs	33
A Scalable Off-the-Shelf Framework for Measuring Patterns of Attention in Young Children and Its Application in Autism Spectrum Disorder	32
Emotion Distribution Learning Based on Peripheral Physiological Signals	32
Lexicon-Based Sentiment Convolutional Neural Networks for Online Review Analysis	32
Boosting Micro-Expression Recognition via Self-Expression Reconstruction and Memory Contrastive Learning	32
Micro and Macro Facial Expression Recognition Using Advanced Local Motion Patterns	32
FERMixNet: An Occlusion Robust Facial Expression Recognition Model With Facial Mixing Augmentation and Mid-Level Representation Learning	32
A Dual-Branch Dynamic Graph Convolution Based Adaptive TransFormer Feature Fusion Network for EEG Emotion Recognition	31
Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition	31
Emotion Expression in Human Body Posture and Movement: A Survey on Intelligible Motion Factors, Quantification and Validation	31
Survey of Deep Representation Learning for Speech Emotion Recognition	31
Integrating Deep Facial Priors Into Landmarks for Privacy Preserving Multimodal Depression Recognition	30
EmoTake: Exploring Drivers’ Emotion for Takeover Behavior Prediction	30
An Effective 3D Text Recurrent Voting Generator for Metaverse	29
Classification of Interbeat Interval Time-Series Using Attention Entropy	29
Multi-Order Networks for Action Unit Detection	29
A Spontaneous Driver Emotion Facial Expression (DEFE) Dataset for Intelligent Vehicles: Emotions Triggered by Video-Audio Clips in Driving Scenarios	29
Multi-Modal Sarcasm Detection and Humor Classification in Code-Mixed Conversations	28
Effects of Physiological Signals in Different Types of Multimodal Sentiment Estimation	28
A Residual Multi-Scale Convolutional Neural Network With Transformers for Speech Emotion Recognition	28
Deep Facial Action Unit Recognition and Intensity Estimation from Partially Labelled Data	28
LineConGraphs: Line Conversation Graphs for Effective Emotion Recognition using Graph Neural Networks	28
Collecting Mementos: A Multimodal Dataset for Context-Sensitive Modeling of Affect and Memory Processing in Responses to Videos	28
Hierarchical Knowledge Stripping for Multimodal Sentiment Analysis	28
Multi-Scale Hyperbolic Contrastive Learning for Cross-Subject EEG Emotion Recognition	28
Emotion Intensity and its Control for Emotional Voice Conversion	28
Facial Expression Animation by Landmark Guided Residual Module	28
Incorporating Forthcoming Events and Personality Traits in Social Media Based Stress Prediction	28
Affective Dynamics and Cognition During Game-Based Learning	27
Learning to Rank Onset-Occurring-Offset Representations for Micro-Expression Recognition	27
Social Image–Text Sentiment Classification With Cross-Modal Consistency and Knowledge Distillation	27
Modeling Emotion in Complex Stories: The Stanford Emotional Narratives Dataset	27
VyaktitvaNirdharan: Multimodal Assessment of Personality and Trait Emotional Intelligence	27
A Multi-Level Alignment and Cross-Modal Unified Semantic Graph Refinement Network for Conversational Emotion Recognition	27
Emotion Dependent Domain Adaptation for Speech Driven Affective Facial Feature Synthesis	27
Recognizing, Fast and Slow: Complex Emotion Recognition With Facial Expression Detection and Remote Physiological Measurement	27
SCARE: A Novel Framework to Enhance Chinese Harmful Memes Detection	27
Towards Participant-Independent Stress Detection Using Instrumented Peripherals	26
Unconstrained Facial Expression Recognition With No-Reference De-Elements Learning	26
Persuasion-Induced Physiology as Predictor of Persuasion Effectiveness	26
Deep Learning for Micro-Expression Recognition: A Survey	26
Beyond Overfitting: Doubly Adaptive Dropout for Generalizable AU Detection	26
Mutual Information Based Fusion Model (MIBFM): Mild Depression Recognition Using EEG and Pupil Area Signals	26
Neuro or Symbolic? Fine-Tuned Transformer With Unsupervised LDA Topic Clustering for Text Sentiment Analysis	25
Unsupervised Time-Aware Sampling Network With Deep Reinforcement Learning for EEG-Based Emotion Recognition	25
Conveying Emotions Through Device-Initiated Touch	25
Autonomic modulations to cardiac dynamics in response to affective touch: Differences between social touch and self-touch	25
Mental Stress Assessment in the Workplace: A Review	25
SynSem-ASTE: An Enhanced Multi-Encoder Network for Aspect Sentiment Triplet Extraction With Syntax and Semantics	25
Deep Multi-Task Multi-Label CNN for Effective Facial Attribute Classification	24

CSE-GResNet: A Simple and Highly Efficient Network for Facial Expression Recognition	24
MDN: A Deep Maximization-Differentiation Network for Spatio-Temporal Depression Detection	24
ENGAGE-DEM: A Model of Engagement of People With Dementia	24
Examining Emotion Perception Agreement in Live Music Performance	24
Detecting Mental Disorders in Social Media Through Emotional Patterns - The Case of Anorexia and Depression	24
Empathetic Conversational Systems: A Review of Current Advances, Gaps, and Opportunities	24
Multi-Stage Graph Fusion Networks for Major Depressive Disorder Diagnosis	24
EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention	23
AT2GRU: A Human Emotion Recognition Model With Mitigated Device Heterogeneity	23
Effective Connectivity Based EEG Revealing the Inhibitory Deficits for Distracting Stimuli in Major Depression Disorders	23
Avatar-Based Feedback in Job Interview Training Impacts Action Identities and Anxiety	23
Detection and Identification of Choking Under Pressure in College Tennis Based Upon Physiological Parameters, Performance Patterns, and Game Statistics	23
Immersion Measurement in Watching Videos Using Eye-tracking Data	22
Editorial: Special Issue on Unobtrusive Physiological Measurement Methods for Affective Applications	22
A Media-Guided Attentive Graphical Network for Personality Recognition Using Physiology	22
Modeling Vocal Entrainment in Conversational Speech Using Deep Unsupervised Learning	22
Analyzing Continuous-Time and Sentence-Level Annotations for Speech Emotion Recognition	21
Eye Action Units as Combinations of Discrete Eye Behaviors for Wearable Mental State Analysis	21
Quantifying Emotional Similarity in Speech	21
Deep Temporal Analysis for Non-Acted Body Affect Recognition	21
Disentangled Variational Autoencoder for Emotion Recognition in Conversations	21
Conformal Depression Prediction	21
An Emotion Recognition Method for Game Evaluation Based on Electroencephalogram	21
Aspect-Based Sentiment Analysis with New Target Representation and Dependency Attention	20
From Extraction to Generation: Multimodal Emotion-Cause Pair Generation in Conversations	20
The ForDigitStress Dataset: A Multi-Modal Dataset for Automatic Stress Recognition	20
Towards A Robust Group-level Emotion Recognition via Uncertainty-Aware Learning	20
Can Large Language Models Assess Personality From Asynchronous Video Interviews? A Comprehensive Evaluation of Validity, Reliability, Fairness, and Rating Patterns	20
DBATES: Dataset for Discerning Benefits of Audio, Textual, and Facial Expression Features in Competitive Debate Speeches	20
EmoNet: A Transfer Learning Framework for Multi-Corpus Speech Emotion Recognition	19
Graph-Based Facial Affect Analysis: A Review	19
Deep Siamese Neural Networks for Facial Expression Recognition in the Wild	19
A Multi-Stage Visual Perception Approach for Image Emotion Analysis	19
EEG-Based Subject-Independent Emotion Recognition Using Gated Recurrent Unit and Minimum Class Confusion	19
Unsupervised Multimodal Learning for Dependency-Free Personality Recognition	19
Beyond Mobile Apps: A Survey of Technologies for Mental Well-Being	19
Chronic Stress Recognition Based on Time-Slot Analysis of Ambulatory Electrocardiogram and Tri-Axial Acceleration	19
Multimodal Hierarchical Attention Neural Network: Looking for Candidates Behaviour Which Impact Recruiter's Decision	19
Fine-Grained Interpretability for EEG Emotion Recognition: Concat-Aided Grad-CAM and Systematic Brain Functional Network	19
Human Emotion Recognition With Relational Region-Level Analysis	19
A Multimodal Non-Intrusive Stress Monitoring From the Pleasure-Arousal Emotional Dimensions	18
Silicon Coppélia and the Formalization of the Affective Process	18
SocialInteractionGAN: Multi-Person Interaction Sequence Generation	18
Encoding Syntactic Information into Transformers for Aspect-Based Sentiment Triplet Extraction	18
Crowdsourcing Affective Annotations Via fNIRS-BCI	18
Editorial Transactions on Affective Computing–News on the Journal	18
Context-Aware Dynamic Word Embeddings for Aspect Term Extraction	18
Machiavellian Robots and Their Theory of Mind	18
Rating Vs. Paired Comparison for the Judgment of Dominance on First Impressions	18