IEEE Transactions on Affective Computing

Article	Citations
From EEG to Eye Movements: Cross-Modal Emotion Recognition Using Constrained Adversarial Network With Dual Attention	1008
Mouse-Cursor Tracking: Simple Scoring Algorithms That Make it Work	580
Major Depressive Disorder Detection Using Graph Domain Adaptation With Global Message-Passing Based on EEG Signals	512
CausalSymptom: Learning Causal Disentangled Representation for Depression Severity Estimation on Transcribed Clinical Interviews	369
Facial Expression Recognition Using a Temporal Ensemble of Multi-Level Convolutional Neural Networks	300
Does Gamified Breath-Biofeedback Promote Adherence, Relaxation, and Skill Transfer in the Wild?	258
A High-Quality Landmarked Infrared Eye Video Dataset (IREye4Task): Eye Behaviors, Insights and Benchmarks for Wearable Mental State Analysis	250
Fusing of Electroencephalogram and Eye Movement With Group Sparse Canonical Correlation Analysis for Anxiety Detection	242
Vision Transformer With Attentive Pooling for Robust Facial Expression Recognition	240
Sparse Emotion Dictionary and CWT Spectrogram Fusion With Multi-Head Self-Attention for Depression Recognition in Parkinson's Disease Patients	217
DGC-Link: Dual-Gate Chebyshev Linkage Network on EEG Emotion Recognition	215
ATTSF-Net: Attention-Based Similarity Fusion Network for Audio-Visual Emotion Recognition	211
CAETFN: Context Adaptively Enhanced Text-Guided Fusion Network for Multimodal Sentiment Analysis	177
Perceived Conversation Quality in Spontaneous Interactions	168
Towards Contrastive Context-Aware Conversational Emotion Recognition	159
Classifying Suicide-Related Content and Emotions on Twitter Using Graph Convolutional Neural Networks	158
Cost-Sensitive Boosting Pruning Trees for Depression Detection on Twitter	144
Automatic Estimation of Action Unit Intensities and Inference of Emotional Appraisals	144
Mechanoreceptive Aβ Primary Afferents Discriminate Naturalistic Social Touch Inputs at a Functionally Relevant Time Scale	137
ECPEC: Emotion-Cause Pair Extraction in Conversations	125
Progressive Masking Oriented Self-Taught Learning for Occluded Facial Expression Recognition	123
Analyzing Emotions and Engagement During Cognitive Stimulation Group Training with the Pepper Robot	116
The Acoustically Emotion-Aware Conversational Agent With Speech Emotion Recognition and Empathetic Responses	116
Automatic Detection of Reflective Thinking in Mathematical Problem Solving Based on Unconstrained Bodily Exploration	115
Enhancing Cross-Dataset EEG Emotion Recognition: A Novel Approach With Emotional EEG Style Transfer Network	113

Brain-Machine Enhanced Intelligence for Semi-Supervised Facial Emotion Recognition	111
A Classification Framework for Depressive Episode Using R-R Intervals From Smartwatch	109
Real-World Classification of Student Stress and Fatigue Using Wearable PPG Recordings	105
A Multi-Componential Approach to Emotion Recognition and the Effect of Personality	99
Continuous Emotion Ambiguity Prediction: Modeling With Beta Distributions	98
Smart Affect Monitoring With Wearables in the Wild: An Unobtrusive Mood-Aware Emotion Recognition System	96
The Deep Method: Towards Computational Modeling of the Social Emotion Shame Driven by Theory, Introspection, and Social Signals	95
When is a Haptic Message Like an Inside Joke? Digitally Mediated Emotive Communication Builds on Shared History	93
EEG Microstates and fNIRS Metrics Reveal the Spatiotemporal Joint Neural Processing Features of Human Emotions	92
Emotion Arousal Assessment Based on Multimodal Physiological Signals for Game Users	91
Subjective Fear in Virtual Reality: A Linear Mixed-Effects Analysis of Skin Conductance	91
An Efficient Framework for Constructing Speech Emotion Corpus Based on Integrated Active Learning Strategies	89
Are 3D Face Shapes Expressive Enough for Recognising Continuous Emotions and Action Unit Intensities?	88
Hierarchical Multiscale Recurrent Neural Networks for Detecting Suicide Notes	87
Learning Users Inner Thoughts and Emotion Changes for Social Media Based Suicide Risk Detection	86
AM-ConvBLS: Adaptive Manifold Convolutional Broad Learning System for Cross-Session and Cross-Subject Emotion Recognition	85
The Diagnosis Method of Major Depressive Disorder Using Wavelet Coherence and State-Pathology Separation Network	83
PainFormer: A Vision Foundation Model for Automatic Pain Assessment	83
Cluster-Level Contrastive Learning for Emotion Recognition in Conversations	81
Facial Image-Based Automatic Assessment of Equine Pain	81
MPRNet: A Temporal-Aware Cross-Modal Encoding Framework for Personality Recognition	81
The Recognition of Multiple Anxiety Levels Based on Electroencephalograph	80
UBFC-Phys: A Multimodal Database For Psychophysiological Studies of Social Stress	75
Transformer-Based Self-Supervised Multimodal Representation Learning for Wearable Emotion Recognition	72
Review on Psychological Stress Detection Using Biosignals	71
SparseDGCNN: Recognizing Emotion From Multichannel EEG Signals	71
GHA: A Gated Hierarchical Attention Mechanism for the Detection of Abusive Language in Social Media	68
Computation of Sensory-Affective Relationships Depending on Material Categories of Pictorial Stimuli	66
Effects of Algorithmic Transparency on User Experience and Physiological Responses in Affect-Aware Task Adaptation	65
Leveraging the Deep Learning Paradigm for Continuous Affect Estimation from Facial Expressions	64
Towards Cyberbullying Detection: Building, Benchmarking and Longitudinal Analysis of Aggressiveness and Conflicts/Attacks Datasets From Twitter	64
Non-Invasive Measurement of Trust in Group Interactions	63
Age Against the Machine: How Age Relates to Listeners' Ability to Recognize Emotions in Robots' Semantic-Free Utterances	62
An Enroll-to-Verify Approach for Cross-Task Unseen Emotion Class Recognition	61
MECA: Manipulation With Emotional Intensity-Aware Contrastive Learning and Attention-Based Discriminative Learning	61
Fusion and Discrimination: A Multimodal Graph Contrastive Learning Framework for Multimodal Sarcasm Detection	60
Improved Video Emotion Recognition With Alignment of CNN and Human Brain Representations	60
Rethinking Emotion Annotations in the Era of Large Language Models	60
TFAGL: A Novel Agent Graph Learning Method Using Time-Frequency EEG for Major Depressive Disorder Detection	58
SEED-VII: A Multimodal Dataset of Six Basic Emotions With Continuous Labels for Emotion Recognition	58
miMamba: EEG-Based Emotion Recognition With Multi-Scale Inverted Mamba Models	58
A Micro-Expression Recognition Network Based on Attention Mechanism and Motion Magnification	58
Dynamic Confidence-Aware Multi-Modal Emotion Recognition	57
LGSNet: A Two-Stream Network for Micro- and Macro-Expression Spotting With Background Modeling	57
SMIN: Semi-Supervised Multi-Modal Interaction Network for Conversational Emotion Recognition	57
Guest Editorial Extremely Low-Resource Autonomous Affective Learning	56
Long Short-Term Memory Network Based Unobtrusive Workload Monitoring With Consumer Grade Smartwatches	55
Nonverbal Leadership in Joint Full-Body Improvisation	55
Annotate Smarter, not Harder: Using Active Learning to Reduce Emotional Annotation Effort	54
AGILE: Attribute-Guided Identity Independent Learning for Facial Expression Recognition	54

Emotion Recognition Using Affective Touch: A Survey	53
Guest Editorial: Special Issue on Affective Speech and Language Synthesis, Generation, and Conversion	52
How many raters do we need? Analyses of uncertainty in estimating ambiguity-aware emotion labels	52
Exploring Complexity of Facial Dynamics in Autism Spectrum Disorder	51
Partial Label Learning for Emotion Recognition From EEG	51
Hierarchical Shared Encoder With Task-Specific Transformer Layer Selection for Emotion-Cause Pair Extraction	51
A New Perspective on Stress Detection: An Automated Approach for Detecting Eustress and Distress	51
Group Synchrony for Emotion Recognition Using Physiological Signals	51
Facial Depression Recognition by Deep Joint Label Distribution and Metric Learning	51
Few-Shot Learning in Emotion Recognition of Spontaneous Speech Using a Siamese Neural Network With Adaptive Sample Pair Formation	51
Modeling Category Semantic and Sentiment Knowledge for Aspect-Level Sentiment Analysis	50
Objective Class-Based Micro-Expression Recognition Under Partial Occlusion Via Region-Inspired Relation Reasoning Network	49
Dynamic Micro-Expression Recognition Using Knowledge Distillation	49
Multi-Party Conversation Modeling for Emotion Recognition	46
Multi-Label and Multimodal Classifier for Affective States Recognition in Virtual Rehabilitation	46
An Analysis of Physiological and Psychological Responses in Virtual Reality and Flat Screen Gaming	46
Dynamical Causal Graph Neural Network for EEG Emotion Recognition	45
Prediction of Depression Severity Based on the Prosodic and Semantic Features With Bidirectional LSTM and Time Distributed CNN	45
Multimodal Deception Detection Using Real-Life Trial Data	45
Domain-Incremental Continual Learning for Mitigating Bias in Facial Expression and Action Unit Recognition	44
Emotion Transition Recognition Using Multimodal Physiological Signal Fusion	43
From Regional to Global Brain: A Novel Hierarchical Spatial-Temporal Neural Network Model for EEG Emotion Recognition	43
STAA-Net: A Sparse and Transferable Adversarial Attack for Speech Emotion Recognition	42
Methodology to Assess Quality, Presence, Empathy, Attitude, and Attention in 360-degree Videos for Immersive Communications	42
State-Specific and Supraordinal Components of Facial Response to Pain	42
Aspect-Based Sentiment Quantification	42
EEG Feature Selection via Global Redundancy Minimization for Emotion Recognition	41
Classification of Interbeat Interval Time-Series Using Attention Entropy	41
FERMixNet: An Occlusion Robust Facial Expression Recognition Model With Facial Mixing Augmentation and Mid-Level Representation Learning	41
Emotion Expression in Human Body Posture and Movement: A Survey on Intelligible Motion Factors, Quantification and Validation	41
EmoTake: Exploring Drivers’ Emotion for Takeover Behavior Prediction	40
Text-Based Fine-Grained Emotion Prediction	40
Deep Adaptation of Adult-Child Facial Expressions by Fusing Landmark Features	40
MoDE: Improving Mixture of Depression Experts with Mutual Information Estimator for Depression Detection	40
Hierarchical Encoding and Fusion of Brain Functions for Depression Subtype Classification	40
Contradicted by the Brain: Predicting Individual and Group Preferences via Brain-Computer Interfacing	39
The Rhythm of Flow: Detecting Facial Expressions of Flow Experiences Using CNNs	39
Estimating Affective Taste Experience Using Combined Implicit Behavioral and Neurophysiological Measures	39
MCGC-Net: Multi-scale Controllable Graph Convolutional Network on Music Emotion Recognition	38
Ordinal Logistic Regression With Partial Proportional Odds for Depression Prediction	38
Micro and Macro Facial Expression Recognition Using Advanced Local Motion Patterns	38
Leveraging Social Media for Real-Time Interpretable and Amendable Suicide Risk Prediction With Human-in-The-Loop	38
A Dual-Branch Dynamic Graph Convolution Based Adaptive TransFormer Feature Fusion Network for EEG Emotion Recognition	38
Datasets of Smartphone Modalities for Depression Assessment: A Scoping Review	38
Public Opinion Crisis Management via Social Media Mining	38
MTADA: A Multi-Task Adversarial Domain Adaptation Network for EEG-Based Cross-Subject Emotion Recognition	38
A Psychologically Inspired Fuzzy Cognitive Deep Learning Framework to Predict Crowd Behavior	37
Theory of Mind Abilities Predict Robot's Gaze Effects on Object Preference	37
Integrating Deep Facial Priors Into Landmarks for Privacy Preserving Multimodal Depression Recognition	37
Survey of Deep Representation Learning for Speech Emotion Recognition	37
Lexicon-Based Sentiment Convolutional Neural Networks for Online Review Analysis	37
Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition	36
Versatile Audio-Visual Learning for Emotion Recognition	36
Geometric Graph Representation With Learnable Graph Structure and Adaptive AU Constraint for Micro-Expression Recognition	36
Emotion Distribution Learning Based on Peripheral Physiological Signals	36
Boosting Micro-Expression Recognition via Self-Expression Reconstruction and Memory Contrastive Learning	35
Self-Supervised ECG Representation Learning for Emotion Recognition	35
Stimulus-Response Pattern: The Core of Robust Cross-Stimulus Facial Depression Recognition	35
From What You See to What We Smell: Linking Human Emotions to Bio-Markers in Breath	35
Leveraging the Dynamics of Non-Verbal Behaviors For Social Attitude Modeling	35
A Spontaneous Driver Emotion Facial Expression (DEFE) Dataset for Intelligent Vehicles: Emotions Triggered by Video-Audio Clips in Driving Scenarios	35
Affective Touch via Haptic Interfaces: A Sequential Indentation Approach	35
Fake News, Real Emotions: Emotion Analysis of COVID-19 Infodemic in Weibo	35
Modeling Multimodal Depression Diagnosis from the Perspective of Local Depressive Representation	34
I Enjoy Writing and Playing, Do You?: A Personalized and Emotion Grounded Dialogue Agent Using Generative Adversarial Network	34
Capturing Dynamic Fear Experiences in Naturalistic Contexts: an Ecologically Valid fMRI Signature Integrating Brain Activation and Connectivity	34
The Pixels and Sounds of Emotion: General-Purpose Representations of Arousal in Games	33
Exploring Emotion Expression Recognition in Older Adults Interacting With a Virtual Coach	33
Distant Handshakes: Conveying Social Intentions Through Multi-Modal Soft Haptic Gloves	33
The Role of Preprocessing for Word Representation Learning in Affective Tasks	33
Psychophysiological Reactions to Persuasive Messages Deploying Persuasion Principles	33
CorMulT: A Semi-Supervised Modality Correlation-Aware Multimodal Transformer for Sentiment Analysis	33
Progressive Multi-Source Domain Adaptation for Personalized Facial Expression Recognition	33
Does Visual Self-Supervision Improve Learning of Speech Representations for Emotion Recognition?	33
A Survey of Textual Emotion Recognition and Its Challenges	31
Towards Emotion-Aware Agents for Improved User Satisfaction and Partner Perception in Negotiation Dialogues	31
Comparative Analysis of Physiological and Speech Signals for State Anxiety Detection in University Students in STEM	31
Emotion Recognition From Few-Channel EEG Signals by Integrating Deep Feature Aggregation and Transfer Learning	31
Automatic Emotion Recognition in Clinical Scenario: A Systematic Review of Methods	31
Efficient Multimodal Transformer With Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis	30

Short and Long Range Relation Based Spatio-Temporal Transformer for Micro-Expression Recognition	30
Behavioral and Physiological Signals-Based Deep Multimodal Approach for Mobile Emotion Recognition	30
Incorporating Forthcoming Events and Personality Traits in Social Media Based Stress Prediction	30
Semantic and Emotional Dual Channel for Emotion Recognition in Conversation	30
An Effective 3D Text Recurrent Voting Generator for Metaverse	30
SCARE: A Novel Framework to Enhance Chinese Harmful Memes Detection	29
A Residual Multi-Scale Convolutional Neural Network With Transformers for Speech Emotion Recognition	29
Emotion Dependent Domain Adaptation for Speech Driven Affective Facial Feature Synthesis	29
Facial Expression Animation by Landmark Guided Residual Module	29
Affective Dynamics and Cognition During Game-Based Learning	28
Mutual Information Based Fusion Model (MIBFM): Mild Depression Recognition Using EEG and Pupil Area Signals	28
Empathetic Response Generation Through Multi-Modality	28
Hierarchical Knowledge Stripping for Multimodal Sentiment Analysis	28
Emotions Like Human: Self-Supervised Emotion Label Augmentation for Emotion Recognition in Conversation	28
Step-wise Prompting Meets Uncertainty-Aware Dynamic Fusion for Robust EEG-Visual Emotion Recognition	28
LineConGraphs: Line Conversation Graphs for Effective Emotion Recognition Using Graph Neural Networks	28
Multi-Modal Sarcasm Detection and Humor Classification in Code-Mixed Conversations	28
DECEPTIcON: Bridging Gaps in In-the-Wild Deception Research	28
Social Image–Text Sentiment Classification With Cross-Modal Consistency and Knowledge Distillation	28
Multi-Order Networks for Action Unit Detection	28
Learning to Rank Onset-Occurring-Offset Representations for Micro-Expression Recognition	28
Emotion Intensity and its Control for Emotional Voice Conversion	28
Unconstrained Facial Expression Recognition With No-Reference De-Elements Learning	27
Collecting Mementos: A Multimodal Dataset for Context-Sensitive Modeling of Affect and Memory Processing in Responses to Videos	27
VyaktitvaNirdharan: Multimodal Assessment of Personality and Trait Emotional Intelligence	27
Recognizing, Fast and Slow: Complex Emotion Recognition With Facial Expression Detection and Remote Physiological Measurement	27
Effects of Physiological Signals in Different Types of Multimodal Sentiment Estimation	27
A Multi-Level Alignment and Cross-Modal Unified Semantic Graph Refinement Network for Conversational Emotion Recognition	26
Interview-based Depression Detection Using LLM-based Text Restatement and Emotion Lexicon	26
Persuasion-Induced Physiology as Predictor of Persuasion Effectiveness	26
Detection and Identification of Choking Under Pressure in College Tennis Based Upon Physiological Parameters, Performance Patterns, and Game Statistics	26
Deep Learning Techniques for Text-based Emotional Response Generation: A Systematic Review	26
AT2GRU: A Human Emotion Recognition Model With Mitigated Device Heterogeneity	26
Examining Emotion Perception Agreement in Live Music Performance	26
Multi-Scale Hyperbolic Contrastive Learning for Cross-Subject EEG Emotion Recognition	26
Deep Learning for Micro-Expression Recognition: A Survey	26
Towards Participant-Independent Stress Detection Using Instrumented Peripherals	26
Mind AI's Mind: A Clinically Aligned Explainable AI Pipeline for Depression Diagnosis via Large Language Models	25
Multi-Stage Graph Fusion Networks for Major Depressive Disorder Diagnosis	25
Autonomic Modulations to Cardiac Dynamics in Response to Affective Touch: Differences Between Social Touch and Self-Touch	25
ENGAGE-DEM: A Model of Engagement of People With Dementia	25
CSE-GResNet: A Simple and Highly Efficient Network for Facial Expression Recognition	25
SynSem-ASTE: An Enhanced Multi-Encoder Network for Aspect Sentiment Triplet Extraction With Syntax and Semantics	25
STREL - Naturalistic Dataset and Methods for Studying Mental Stress and Relaxation Patterns in Critical Leading Roles	25
MDN: A Deep Maximization-Differentiation Network for Spatio-Temporal Depression Detection	24
Effective Connectivity Based EEG Revealing the Inhibitory Deficits for Distracting Stimuli in Major Depression Disorders	24
Affective-ROPTester: Capability and Bias Analysis of LLMs in Predicting Retinopathy of Prematurity	24
Detecting Mental Disorders in Social Media Through Emotional Patterns - The Case of Anorexia and Depression	23
Deep Multi-Task Multi-Label CNN for Effective Facial Attribute Classification	23
Neuro or Symbolic? Fine-Tuned Transformer With Unsupervised LDA Topic Clustering for Text Sentiment Analysis	23
Conveying Emotions Through Device-Initiated Touch	23
LibEER: A Comprehensive Benchmark and Algorithm Library for EEG-Based Emotion Recognition	23
Empathetic Conversational Systems: A Review of Current Advances, Gaps, and Opportunities	22
Mental Stress Assessment in the Workplace: A Review	22
Exploring Multivariate Dynamics of Emotions Through Time-Varying Self-Assessed Arousal and Valence Ratings	22
EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention	22
Beyond Overfitting: Doubly Adaptive Dropout for Generalizable AU Detection	22
Guest Editorial Neurosymbolic AI for Sentiment Analysis	22
Unsupervised Time-Aware Sampling Network With Deep Reinforcement Learning for EEG-Based Emotion Recognition	22
AL-HCL: Active Learning and Hierarchical Contrastive Learning for Multimodal Sentiment Analysis with Fusion Guidance	21
Enhancing EEG-Based Decision-Making Performance Prediction by Maximizing Mutual Information Between Emotion and Decision-Relevant Features	21
Facial Expression Recognition With Vision Transformer Using Fused Shifted Windows	21
From Translation to Generative LLMs: Classification of Code-Mixed Affective Tasks	21
ER-Chat: A Text-to-Text Open-Domain Dialogue Framework for Emotion Regulation	21
Investigating Cardiovascular Activation of Young Adults in Routine Driving	21
Towards Multimodal Prediction of Spontaneous Humor: A Novel Dataset and First Results	20
Aspect-Opinion Correlation Aware and Knowledge-Expansion Few Shot Cross-Domain Sentiment Classification	20
Enhancing Emotional Congruence in Sensory Substitution	20
Editorial	20
EEG-Based Emotion Recognition via Neural Architecture Search	20
From the Lab to the Wild: Affect Modeling Via Privileged Information	20
Analyzing the Visual Road Scene for Driver Stress Estimation	20
A Reinforcement Learning Based Two-Stage Model for Emotion Cause Pair Extraction	20
Improving Multi-Label Facial Expression Recognition With Consistent and Distinct Attentions	20
SeeNet: A Soft Emotion Expert and Data Augmentation Method to Enhance Speech Emotion Recognition	20
Quantitative Personality Predictions From a Brief EEG Recording	19
Cross-Task and Cross-Participant Classification of Cognitive Load in an Emergency Simulation Game	19
Investigating the Effects of Sleep Conditions on Emotion Responses with EEG Signals and Eye Movements	19
Meta-Based Self-Training and Re-Weighting for Aspect-Based Sentiment Analysis	19
Eye Action Units as Combinations of Discrete Eye Behaviors for Wearable Mental State Analysis	19
Neurofeedback Training With an Electroencephalogram-Based Brain-Computer Interface Enhances Emotion Regulation	19
RVISA: Reasoning and Verification for Implicit Sentiment Analysis	19
Facial Expression Recognition in the Wild Using Multi-Level Features and Attention Mechanisms	19
Editorial: Special Issue on Unobtrusive Physiological Measurement Methods for Affective Applications	18
DBATES: Dataset for Discerning Benefits of Audio, Textual, and Facial Expression Features in Competitive Debate Speeches	18
Graph-Based Facial Affect Analysis: A Review	18
Aspect-Based Sentiment Analysis with New Target Representation and Dependency Attention	18
Immersion Measurement in Watching Videos Using Eye-tracking Data	18
The ForDigitStress Dataset: A Multi-Modal Dataset for Automatic Stress Recognition	18
Chronic Stress Recognition Based on Time-Slot Analysis of Ambulatory Electrocardiogram and Tri-Axial Acceleration	18
Modeling Vocal Entrainment in Conversational Speech Using Deep Unsupervised Learning	18
MPFNet: A Multi-Prior Fusion Network With a Progressive Training Strategy for Micro-Expression Recognition	18
Quantifying Emotional Similarity in Speech	18
A Multi-Stage Visual Perception Approach for Image Emotion Analysis	18
Deep Temporal Analysis for Non-Acted Body Affect Recognition	18