IEEE Transactions on Affective Computing

Article	Citations
Major Depressive Disorder Detection Using Graph Domain Adaptation With Global Message-Passing Based on EEG Signals	901
From EEG to Eye Movements: Cross-modal Emotion Recognition Using Constrained Adversarial Network with Dual Attention	489
Progressive Masking Oriented Self-Taught Learning for Occluded Facial Expression Recognition	458
A High-Quality Landmarked Infrared Eye Video Dataset (IREye4Task): Eye Behaviors, Insights and Benchmarks for Wearable Mental State Analysis	318
Mouse-cursor Tracking: Simple Scoring Algorithms That Make It Work	271
Effects of Computerized Emotional Training on Children with High Functioning Autism	217
ATTSF-Net: Attention-based Similarity Fusion Network for Audio-Visual Emotion Recognition	216
Mechanoreceptive Aβ Primary Afferents Discriminate Naturalistic Social Touch Inputs at a Functionally Relevant Time Scale	214
Sparse Emotion Dictionary and CWT Spectrogram Fusion With Multi-Head Self-Attention for Depression Recognition in Parkinson's Disease Patients	213
Perceived Conversation Quality in Spontaneous Interactions	188
Does Gamified Breath-Biofeedback Promote Adherence, Relaxation, and Skill Transfer in the Wild?	183
Automatic Estimation of Action Unit Intensities and Inference of Emotional Appraisals	169
Classifying Suicide-Related Content and Emotions on Twitter Using Graph Convolutional Neural Networks	157
The Acoustically Emotion-Aware Conversational Agent With Speech Emotion Recognition and Empathetic Responses	153
Towards Contrastive Context-Aware Conversational Emotion Recognition	147
Fusing of Electroencephalogram and Eye Movement With Group Sparse Canonical Correlation Analysis for Anxiety Detection	140
Vision Transformer With Attentive Pooling for Robust Facial Expression Recognition	128
Facial Expression Recognition Using a Temporal Ensemble of Multi-Level Convolutional Neural Networks	118
Cost-Sensitive Boosting Pruning Trees for Depression Detection on Twitter	116
ECPEC: Emotion-Cause Pair Extraction in Conversations	112
A Classification Framework for Depressive Episode Using R-R Intervals From Smartwatch	98
An Efficient Framework for Constructing Speech Emotion Corpus Based on Integrated Active Learning Strategies	97
The Deep Method: Towards Computational Modeling of the Social Emotion Shame Driven by Theory, Introspection, and Social Signals	97
When is a Haptic Message Like an Inside Joke? Digitally Mediated Emotive Communication Builds on Shared History	96
Facial Image-Based Automatic Assessment of Equine Pain	93

Continuous Emotion Ambiguity Prediction: Modeling With Beta Distributions	90
Enhancing Cross-Dataset EEG Emotion Recognition: A Novel Approach with Emotional EEG Style Transfer Network	88
Emotion Arousal Assessment Based on Multimodal Physiological Signals for Game Users	85
Subjective Fear in Virtual Reality: A Linear Mixed-Effects Analysis of Skin Conductance	83
AM-ConvBLS: Adaptive Manifold Convolutional Broad Learning System for Cross-Session and Cross-Subject Emotion Recognition	83
Are 3D Face Shapes Expressive Enough for Recognising Continuous Emotions and Action Unit Intensities?	82
Automatic Detection of Reflective Thinking in Mathematical Problem Solving Based on Unconstrained Bodily Exploration	82
Hierarchical Multiscale Recurrent Neural Networks for Detecting Suicide Notes	82
A Multi-Componential Approach to Emotion Recognition and the Effect of Personality	81
Smart Affect Monitoring With Wearables in the Wild: An Unobtrusive Mood-Aware Emotion Recognition System	79
Cluster-Level Contrastive Learning for Emotion Recognition in Conversations	78
UBFC-Phys: A Multimodal Database For Psychophysiological Studies of Social Stress	78
EEG Microstates and fNIRS Metrics Reveal the Spatiotemporal Joint Neural Processing Features of Human Emotions	77
The Recognition of Multiple Anxiety Levels Based on Electroencephalograph	76
Learning Users Inner Thoughts and Emotion Changes for Social Media Based Suicide Risk Detection	75
Transformer-Based Self-Supervised Multimodal Representation Learning for Wearable Emotion Recognition	72
SparseDGCNN: Recognizing Emotion From Multichannel EEG Signals	71
Review on Psychological Stress Detection Using Biosignals	70
GHA: A Gated Hierarchical Attention Mechanism for the Detection of Abusive Language in Social Media	69
Improved Video Emotion Recognition With Alignment of CNN and Human Brain Representations	68
SMIN: Semi-Supervised Multi-Modal Interaction Network for Conversational Emotion Recognition	67
Fusion and Discrimination: A Multimodal Graph Contrastive Learning Framework for Multimodal Sarcasm Detection	67
LGSNet: A Two-Stream Network for Micro- and Macro-Expression Spotting With Background Modeling	66
Non-Invasive Measurement of Trust in Group Interactions	65
Leveraging the Deep Learning Paradigm for Continuous Affect Estimation from Facial Expressions	64
A Micro-Expression Recognition Network Based on Attention Mechanism and Motion Magnification	64
Towards Cyberbullying Detection: Building, Benchmarking and Longitudinal Analysis of Aggressiveness and Conflicts/Attacks Datasets from Twitter	62
Effects of Algorithmic Transparency on User Experience and Physiological Responses in Affect-Aware Task Adaptation	60
An Enroll-to-Verify Approach for Cross-Task Unseen Emotion Class Recognition	59
Age Against the Machine: How Age Relates to Listeners' Ability to Recognize Emotions in Robots' Semantic-Free Utterances	58
MECA: Manipulation With Emotional Intensity-Aware Contrastive Learning and Attention-Based Discriminative Learning	57
Computation of Sensory-Affective Relationships Depending on Material Categories of Pictorial Stimuli	57
SEED-VII: A Multimodal Dataset of Six Basic Emotions With Continuous Labels for Emotion Recognition	57
Dynamic Confidence-Aware Multi-Modal Emotion Recognition	56
TFAGL: A Novel Agent Graph Learning Method Using Time-Frequency EEG For Major Depressive Disorder Detection	56
Rethinking Emotion Annotations in the Era of Large Language Models	55
Multi-Party Conversation Modeling for Emotion Recognition	54
miMamba: EEG-based Emotion Recognition with Multi-scale Inverted Mamba Models	54
AGILE: Attribute-Guided Identity Independent Learning for Facial Expression Recognition	51
Annotate Smarter, not Harder: Using Active Learning to Reduce Emotional Annotation Effort	51
Dynamical Causal Graph Neural Network for EEG Emotion Recognition	51
Methodology to Assess Quality, Presence, Empathy, Attitude, and Attention in 360-degree Videos for Immersive Communications	50
Exploring Complexity of Facial Dynamics in Autism Spectrum Disorder	50
Partial Label Learning for Emotion Recognition from EEG	49
An Analysis of Physiological and Psychological Responses in Virtual Reality and Flat Screen Gaming	48
Long Short-Term Memory Network Based Unobtrusive Workload Monitoring With Consumer Grade Smartwatches	48
Objective Class-Based Micro-Expression Recognition Under Partial Occlusion Via Region-Inspired Relation Reasoning Network	47
Prediction of Depression Severity Based on the Prosodic and Semantic Features With Bidirectional LSTM and Time Distributed CNN	47
Guest Editorial: Special Issue on Affective Speech and Language Synthesis, Generation, and Conversion	47
Nonverbal Leadership in Joint Full-Body Improvisation	47

Modeling Category Semantic and Sentiment Knowledge for Aspect-Level Sentiment Analysis	46
Multimodal Deception Detection Using Real-Life Trial Data	46
Facial Depression Recognition by Deep Joint Label Distribution and Metric Learning	46
Few-Shot Learning in Emotion Recognition of Spontaneous Speech Using a Siamese Neural Network With Adaptive Sample Pair Formation	44
Hierarchical Shared Encoder With Task-Specific Transformer Layer Selection for Emotion-Cause Pair Extraction	44
Multi-Label and Multimodal Classifier for Affective States Recognition in Virtual Rehabilitation	44
Group Synchrony for Emotion Recognition Using Physiological Signals	44
Dynamic Micro-Expression Recognition Using Knowledge Distillation	43
Domain-Incremental Continual Learning for Mitigating Bias in Facial Expression and Action Unit Recognition	42
A New Perspective on Stress Detection: An Automated Approach for Detecting Eustress and Distress	42
Improving Cross-Corpus Speech Emotion Recognition with Adversarial Discriminative Domain Generalization (ADDoG)	42
From Regional to Global Brain: A Novel Hierarchical Spatial-Temporal Neural Network Model for EEG Emotion Recognition	41
State-Specific and Supraordinal Components of Facial Response to Pain	41
Deep Adaptation of Adult-Child Facial Expressions by Fusing Landmark Features	40
Theory of Mind Abilities Predict Robot's Gaze Effects on Object Preference	40
Aspect-Based Sentiment Quantification	40
Ordinal Logistic Regression With Partial Proportional Odds for Depression Prediction	39
Survey of Deep Representation Learning for Speech Emotion Recognition	39
Self-Supervised ECG Representation Learning for Emotion Recognition	38
Micro and Macro Facial Expression Recognition Using Advanced Local Motion Patterns	38
Contradicted by the Brain: Predicting Individual and Group Preferences via Brain-Computer Interfacing	37
Versatile Audio-Visual Learning for Emotion Recognition	37
Integrating Deep Facial Priors Into Landmarks for Privacy Preserving Multimodal Depression Recognition	36
Lexicon-Based Sentiment Convolutional Neural Networks for Online Review Analysis	36
Datasets of Smartphone Modalities for Depression Assessment: A Scoping Review	35
Leveraging Social Media for Real-Time Interpretable and Amendable Suicide Risk Prediction With Human-in-The-Loop	35
Geometric Graph Representation With Learnable Graph Structure and Adaptive AU Constraint for Micro-Expression Recognition	35
A Psychologically Inspired Fuzzy Cognitive Deep Learning Framework to Predict Crowd Behavior	35
Public Opinion Crisis Management Via Social Media Mining	35
Emotion Expression in Human Body Posture and Movement: A Survey on Intelligible Motion Factors, Quantification and Validation	35
Estimating Affective Taste Experience Using Combined Implicit Behavioral and Neurophysiological Measures	35
EEG Feature Selection via Global Redundancy Minimization for Emotion Recognition	35
Boosting Micro-Expression Recognition via Self-Expression Reconstruction and Memory Contrastive Learning	35
STAA-Net: A Sparse and Transferable Adversarial Attack for Speech Emotion Recognition	35
EmoTake: Exploring Drivers’ Emotion for Takeover Behavior Prediction	34
Text-Based Fine-Grained Emotion Prediction	34
A Spontaneous Driver Emotion Facial Expression (DEFE) Dataset for Intelligent Vehicles: Emotions Triggered by Video-Audio Clips in Driving Scenarios	34
Hierarchical Encoding and Fusion of Brain Functions for Depression Subtype Classification	34
FERMixNet: An Occlusion Robust Facial Expression Recognition Model With Facial Mixing Augmentation and Mid-Level Representation Learning	33
Emotion Distribution Learning Based on Peripheral Physiological Signals	33
Classification of Interbeat Interval Time-Series Using Attention Entropy	33
The Rhythm of Flow: Detecting Facial Expressions of Flow Experiences Using CNNs	33
A Dual-Branch Dynamic Graph Convolution Based Adaptive TransFormer Feature Fusion Network for EEG Emotion Recognition	32
Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition	32
Semantic and Emotional Dual Channel for Emotion Recognition in Conversation	31
Leveraging the Dynamics of Non-Verbal Behaviors For Social Attitude Modeling	31
I Enjoy Writing and Playing, Do You?: A Personalized and Emotion Grounded Dialogue Agent Using Generative Adversarial Network	31
Psychophysiological Reactions to Persuasive Messages Deploying Persuasion Principles	31
From What You See to What We Smell: Linking Human Emotions to Bio-Markers in Breath	31
Distant Handshakes: Conveying Social Intentions Through Multi-Modal Soft Haptic Gloves	31
Fake News, Real Emotions: Emotion Analysis of COVID-19 Infodemic in Weibo	30
The Role of Preprocessing for Word Representation Learning in Affective Tasks	30
Exploring Emotion Expression Recognition in Older Adults Interacting with a Virtual Coach	30
CorMulT: a Semi-supervised Modality Correlation-aware Multimodal Transformer for Sentiment Analysis	30
Affective Touch via Haptic Interfaces: A Sequential Indentation Approach	30
Emotion Recognition From Few-Channel EEG Signals by Integrating Deep Feature Aggregation and Transfer Learning	29
Does Visual Self-Supervision Improve Learning of Speech Representations for Emotion Recognition?	29
The Pixels and Sounds of Emotion: General-Purpose Representations of Arousal in Games	29
Stimulus-Response Pattern: The Core of Robust Cross-Stimulus Facial Depression Recognition	29
Efficient Multimodal Transformer With Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis	28
Towards Emotion-Aware Agents for Improved User Satisfaction and Partner Perception in Negotiation Dialogues	28
A Survey of Textual Emotion Recognition and Its Challenges	28
Automatic Emotion Recognition in Clinical Scenario: A Systematic Review of Methods	28
Behavioral and Physiological Signals-Based Deep Multimodal Approach for Mobile Emotion Recognition	28
Short and Long Range Relation Based Spatio-Temporal Transformer for Micro-Expression Recognition	28
LineConGraphs: Line Conversation Graphs for Effective Emotion Recognition using Graph Neural Networks	27
Multi-Order Networks for Action Unit Detection	27
Effects of Physiological Signals in Different Types of Multimodal Sentiment Estimation	27
An Effective 3D Text Recurrent Voting Generator for Metaverse	27
Deep Facial Action Unit Recognition and Intensity Estimation from Partially Labelled Data	27
Learning to Rank Onset-Occurring-Offset Representations for Micro-Expression Recognition	26
A Residual Multi-Scale Convolutional Neural Network With Transformers for Speech Emotion Recognition	26
Emotion Dependent Domain Adaptation for Speech Driven Affective Facial Feature Synthesis	26
Facial Expression Animation by Landmark Guided Residual Module	26
Hierarchical Knowledge Stripping for Multimodal Sentiment Analysis	26
Collecting Mementos: A Multimodal Dataset for Context-Sensitive Modeling of Affect and Memory Processing in Responses to Videos	26
SCARE: A Novel Framework to Enhance Chinese Harmful Memes Detection	25
Deep Learning for Micro-Expression Recognition: A Survey	25
Mutual Information Based Fusion Model (MIBFM): Mild Depression Recognition Using EEG and Pupil Area Signals	25
Social Image–Text Sentiment Classification With Cross-Modal Consistency and Knowledge Distillation	25

Affective Dynamics and Cognition During Game-Based Learning	25
Emotion Intensity and its Control for Emotional Voice Conversion	25
Multi-Modal Sarcasm Detection and Humor Classification in Code-Mixed Conversations	25
DECEPTIcON: Bridging Gaps in In-the-Wild Deception Research	25
Recognizing, Fast and Slow: Complex Emotion Recognition With Facial Expression Detection and Remote Physiological Measurement	25
VyaktitvaNirdharan: Multimodal Assessment of Personality and Trait Emotional Intelligence	25
Incorporating Forthcoming Events and Personality Traits in Social Media Based Stress Prediction	25
Unconstrained Facial Expression Recognition With No-Reference De-Elements Learning	25
Neuro or Symbolic? Fine-Tuned Transformer With Unsupervised LDA Topic Clustering for Text Sentiment Analysis	24
Beyond Overfitting: Doubly Adaptive Dropout for Generalizable AU Detection	24
Towards Participant-Independent Stress Detection Using Instrumented Peripherals	24
Multi-Scale Hyperbolic Contrastive Learning for Cross-Subject EEG Emotion Recognition	24
Persuasion-Induced Physiology as Predictor of Persuasion Effectiveness	24
A Multi-Level Alignment and Cross-Modal Unified Semantic Graph Refinement Network for Conversational Emotion Recognition	24
Detection and Identification of Choking Under Pressure in College Tennis Based Upon Physiological Parameters, Performance Patterns, and Game Statistics	23
Unsupervised Time-Aware Sampling Network With Deep Reinforcement Learning for EEG-Based Emotion Recognition	23
Examining Emotion Perception Agreement in Live Music Performance	23
SynSem-ASTE: An Enhanced Multi-Encoder Network for Aspect Sentiment Triplet Extraction With Syntax and Semantics	23
Deep Multi-Task Multi-Label CNN for Effective Facial Attribute Classification	22
Detecting Mental Disorders in Social Media Through Emotional Patterns - The Case of Anorexia and Depression	22
Conveying Emotions Through Device-Initiated Touch	22
Effective Connectivity Based EEG Revealing the Inhibitory Deficits for Distracting Stimuli in Major Depression Disorders	22
Multi-Stage Graph Fusion Networks for Major Depressive Disorder Diagnosis	21
ENGAGE-DEM: A Model of Engagement of People With Dementia	21
Mental Stress Assessment in the Workplace: A Review	21
Improving Multi-Label Facial Expression Recognition With Consistent and Distinct Attentions	21
CSE-GResNet: A Simple and Highly Efficient Network for Facial Expression Recognition	21
Empathetic Conversational Systems: A Review of Current Advances, Gaps, and Opportunities	21
EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention	21
Guest Editorial Neurosymbolic AI for Sentiment Analysis	21
Analyzing the Visual Road Scene for Driver Stress Estimation	21
Autonomic modulations to cardiac dynamics in response to affective touch: Differences between social touch and self-touch	21
AT2GRU: A Human Emotion Recognition Model With Mitigated Device Heterogeneity	21
MDN: A Deep Maximization-Differentiation Network for Spatio-Temporal Depression Detection	21
Facial Expression Recognition With Vision Transformer Using Fused Shifted Windows	21
Exploring Multivariate Dynamics of Emotions Through Time-Varying Self-Assessed Arousal and Valence Ratings	21
Meta-Based Self-Training and Re-Weighting for Aspect-Based Sentiment Analysis	20
Neurofeedback Training With an Electroencephalogram-Based Brain-Computer Interface Enhances Emotion Regulation	20
SeeNet: A Soft Emotion Expert and Data Augmentation Method to Enhance Speech Emotion Recognition	20
Enhancing EEG-Based Decision-Making Performance Prediction by Maximizing Mutual Information Between Emotion and Decision-Relevant Features	20
Aspect-Opinion Correlation Aware and Knowledge-Expansion Few Shot Cross-Domain Sentiment Classification	20
From Translation to Generative LLMs: Classification of Code-Mixed Affective Tasks	20
From the Lab to the Wild: Affect Modeling Via Privileged Information	19
A Reinforcement Learning Based Two-Stage Model for Emotion Cause Pair Extraction	19
Editorial	19
ER-Chat: A Text-to-Text Open-Domain Dialogue Framework for Emotion Regulation	19
Investigating Cardiovascular Activation of Young Adults in Routine Driving	19
Towards Multimodal Prediction of Spontaneous Humor: A Novel Dataset and First Results	19
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
RVISA: Reasoning and Verification for Implicit Sentiment Analysis	18
Immersion Measurement in Watching Videos Using Eye-tracking Data	18
EmoNet: A Transfer Learning Framework for Multi-Corpus Speech Emotion Recognition	18
Facial Expression Recognition in the Wild Using Multi-Level Features and Attention Mechanisms	18
EEG-Based Emotion Recognition via Neural Architecture Search	18
Quantifying Emotional Similarity in Speech	18
Editorial: Special Issue on Unobtrusive Physiological Measurement Methods for Affective Applications	18
Avatar-Based Feedback in Job Interview Training Impacts Action Identities and Anxiety	18
Analyzing Continuous-Time and Sentence-Level Annotations for Speech Emotion Recognition	18
An Emotion Recognition Method for Game Evaluation Based on Electroencephalogram	18
Can Large Language Models Assess Personality From Asynchronous Video Interviews? A Comprehensive Evaluation of Validity, Reliability, Fairness, and Rating Patterns	17
Modeling Vocal Entrainment in Conversational Speech Using Deep Unsupervised Learning	17
Unsupervised Multimodal Learning for Dependency-Free Personality Recognition	17
Disentangled Variational Autoencoder for Emotion Recognition in Conversations	17
A Media-Guided Attentive Graphical Network for Personality Recognition Using Physiology	17
DBATES: Dataset for Discerning Benefits of Audio, Textual, and Facial Expression Features in Competitive Debate Speeches	16
Conformal Depression Prediction	16
Aspect-Based Sentiment Analysis with New Target Representation and Dependency Attention	16
A Multi-Stage Visual Perception Approach for Image Emotion Analysis	16
The ForDigitStress Dataset: A Multi-Modal Dataset for Automatic Stress Recognition	16
Towards A Robust Group-level Emotion Recognition via Uncertainty-Aware Learning	16
Chronic Stress Recognition Based on Time-Slot Analysis of Ambulatory Electrocardiogram and Tri-Axial Acceleration	16
Encoding Syntactic Information into Transformers for Aspect-Based Sentiment Triplet Extraction	16
A Multimodal Non-Intrusive Stress Monitoring From the Pleasure-Arousal Emotional Dimensions	16
Deep Temporal Analysis for Non-Acted Body Affect Recognition	16
Multimodal Hierarchical Attention Neural Network: Looking for Candidates Behaviour Which Impact Recruiter's Decision	16
From Extraction to Generation: Multimodal Emotion-Cause Pair Generation in Conversations	16
Eye Action Units as Combinations of Discrete Eye Behaviors for Wearable Mental State Analysis	16
Context-Aware Dynamic Word Embeddings for Aspect Term Extraction	16
Graph-Based Facial Affect Analysis: A Review	15
Silicon Coppélia and the Formalization of the Affective Process	15
Deep Siamese Neural Networks for Facial Expression Recognition in the Wild	15
Fine-Grained Interpretability for EEG Emotion Recognition: Concat-Aided Grad-CAM and Systematic Brain Functional Network	15
Machiavellian Robots and Their Theory of Mind	15
Beyond Mobile Apps: A Survey of Technologies for Mental Well-Being	15
Human Emotion Recognition With Relational Region-Level Analysis	15
EEG-Based Subject-Independent Emotion Recognition Using Gated Recurrent Unit and Minimum Class Confusion	15
Tracking Dynamic Flow: Decoding Flow Fluctuations Through Performance in a Fine Motor Control Task	14
Facial Action Unit Detection Using Attention and Relation Learning	14
Altered Brain Dynamics and Their Ability for Major Depression Detection Using EEG Microstates Analysis	14
Integrating Visual Context Into Language Models for Situated Social Conversation Starters	14
A Systematic Review of Experimental Protocols: Towards a Uniform Framework in Virtual Reality Affective Research	14
Mobile Virtual Assistant for Multi-Modal Depression-Level Stratification	14
Modeling Multiple Temporal Scales of Full-Body Movements for Emotion Classification	14