IEEE Transactions on Affective Computing

Article	Citations
Major Depressive Disorder Detection Using Graph Domain Adaptation With Global Message-Passing Based on EEG Signals	921
From EEG to Eye Movements: Cross-modal Emotion Recognition Using Constrained Adversarial Network with Dual Attention	503
Progressive Masking Oriented Self-Taught Learning for Occluded Facial Expression Recognition	468
A High-Quality Landmarked Infrared Eye Video Dataset (IREye4Task): Eye Behaviors, Insights and Benchmarks for Wearable Mental State Analysis	326
Classifying Suicide-Related Content and Emotions on Twitter Using Graph Convolutional Neural Networks	276
Mouse-cursor Tracking: Simple Scoring Algorithms That Make It Work	225
Sparse Emotion Dictionary and CWT Spectrogram Fusion With Multi-Head Self-Attention for Depression Recognition in Parkinson's Disease Patients	219
Mechanoreceptive Aβ Primary Afferents Discriminate Naturalistic Social Touch Inputs at a Functionally Relevant Time Scale	219
Perceived Conversation Quality in Spontaneous Interactions	218
Does Gamified Breath-Biofeedback Promote Adherence, Relaxation, and Skill Transfer in the Wild?	194
Automatic Estimation of Action Unit Intensities and Inference of Emotional Appraisals	190
Facial Expression Recognition Using a Temporal Ensemble of Multi-Level Convolutional Neural Networks	169
CAETFN: Context Adaptively Enhanced Text-Guided Fusion Network for Multimodal Sentiment Analysis	161
Towards Contrastive Context-Aware Conversational Emotion Recognition	161
ATTSF-Net: Attention-based Similarity Fusion Network for Audio-Visual Emotion Recognition	151
Cost-Sensitive Boosting Pruning Trees for Depression Detection on Twitter	142
DGC-Link: Dual-Gate Chebyshev Linkage Network on EEG Emotion Recognition	135
Effects of Computerized Emotional Training on Children with High Functioning Autism	120
Fusing of Electroencephalogram and Eye Movement With Group Sparse Canonical Correlation Analysis for Anxiety Detection	120
ECPEC: Emotion-Cause Pair Extraction in Conversations	120
The Acoustically Emotion-Aware Conversational Agent With Speech Emotion Recognition and Empathetic Responses	101
A Classification Framework for Depressive Episode Using R-R Intervals From Smartwatch	100
Vision Transformer With Attentive Pooling for Robust Facial Expression Recognition	100
The Deep Method: Towards Computational Modeling of the Social Emotion Shame Driven by Theory, Introspection, and Social Signals	98
An Efficient Framework for Constructing Speech Emotion Corpus Based on Integrated Active Learning Strategies	96

When is a Haptic Message Like an Inside Joke? Digitally Mediated Emotive Communication Builds on Shared History	95
Facial Image-Based Automatic Assessment of Equine Pain	94
UBFC-Phys: A Multimodal Database For Psychophysiological Studies of Social Stress	89
Review on Psychological Stress Detection Using Biosignals	87
A Multi-Componential Approach to Emotion Recognition and the Effect of Personality	87
Continuous Emotion Ambiguity Prediction: Modeling With Beta Distributions	86
Emotion Arousal Assessment Based on Multimodal Physiological Signals for Game Users	85
EEG Microstates and fNIRS Metrics Reveal the Spatiotemporal Joint Neural Processing Features of Human Emotions	84
Learning Users Inner Thoughts and Emotion Changes for Social Media Based Suicide Risk Detection	82
The Recognition of Multiple Anxiety Levels Based on Electroencephalograph	82
SparseDGCNN: Recognizing Emotion From Multichannel EEG Signals	81
AM-ConvBLS: Adaptive Manifold Convolutional Broad Learning System for Cross-Session and Cross-Subject Emotion Recognition	80
Are 3D Face Shapes Expressive Enough for Recognising Continuous Emotions and Action Unit Intensities?	79
Hierarchical Multiscale Recurrent Neural Networks for Detecting Suicide Notes	77
Smart Affect Monitoring With Wearables in the Wild: An Unobtrusive Mood-Aware Emotion Recognition System	76
Automatic Detection of Reflective Thinking in Mathematical Problem Solving Based on Unconstrained Bodily Exploration	76
MPRNet: a Temporal-Aware Cross-Modal Encoding Framework for Personality Recognition	73
Enhancing Cross-Dataset EEG Emotion Recognition: A Novel Approach with Emotional EEG Style Transfer Network	72
The Diagnosis Method of Major Depressive Disorder Using Wavelet Coherence and State-Pathology Separation Network	72
Transformer-Based Self-Supervised Multimodal Representation Learning for Wearable Emotion Recognition	71
Cluster-Level Contrastive Learning for Emotion Recognition in Conversations	71
Subjective Fear in Virtual Reality: A Linear Mixed-Effects Analysis of Skin Conductance	70
GHA: A Gated Hierarchical Attention Mechanism for the Detection of Abusive Language in Social Media	69
LGSNet: A Two-Stream Network for Micro- and Macro-Expression Spotting With Background Modeling	68
Improved Video Emotion Recognition With Alignment of CNN and Human Brain Representations	68
Non-Invasive Measurement of Trust in Group Interactions	66
A Micro-Expression Recognition Network Based on Attention Mechanism and Motion Magnification	64
Leveraging the Deep Learning Paradigm for Continuous Affect Estimation from Facial Expressions	63
Towards Cyberbullying Detection: Building, Benchmarking and Longitudinal Analysis of Aggressiveness and Conflicts/Attacks Datasets from Twitter	61
An Enroll-to-Verify Approach for Cross-Task Unseen Emotion Class Recognition	59
Effects of Algorithmic Transparency on User Experience and Physiological Responses in Affect-Aware Task Adaptation	59
Age Against the Machine: How Age Relates to Listeners' Ability to Recognize Emotions in Robots' Semantic-Free Utterances	59
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
TFAGL: A Novel Agent Graph Learning Method Using Time-Frequency EEG For Major Depressive Disorder Detection	57
miMamba: EEG-based Emotion Recognition with Multi-scale Inverted Mamba Models	56
Rethinking Emotion Annotations in the Era of Large Language Models	56
SMIN: Semi-Supervised Multi-Modal Interaction Network for Conversational Emotion Recognition	55
Dynamic Confidence-Aware Multi-Modal Emotion Recognition	53
SEED-VII: A Multimodal Dataset of Six Basic Emotions With Continuous Labels for Emotion Recognition	52
Fusion and Discrimination: A Multimodal Graph Contrastive Learning Framework for Multimodal Sarcasm Detection	51
Multi-Party Conversation Modeling for Emotion Recognition	51
Annotate Smarter, not Harder: Using Active Learning to Reduce Emotional Annotation Effort	50
Long Short-Term Memory Network Based Unobtrusive Workload Monitoring With Consumer Grade Smartwatches	50
AGILE: Attribute-Guided Identity Independent Learning for Facial Expression Recognition	50
Methodology to Assess Quality, Presence, Empathy, Attitude, and Attention in 360-degree Videos for Immersive Communications	49
Objective Class-Based Micro-Expression Recognition Under Partial Occlusion Via Region-Inspired Relation Reasoning Network	49
Partial Label Learning for Emotion Recognition from EEG	48
Modeling Category Semantic and Sentiment Knowledge for Aspect-Level Sentiment Analysis	48
Nonverbal Leadership in Joint Full-Body Improvisation	47

Dynamical Causal Graph Neural Network for EEG Emotion Recognition	47
Multi-Label and Multimodal Classifier for Affective States Recognition in Virtual Rehabilitation	46
Multimodal Deception Detection Using Real-Life Trial Data	46
Hierarchical Shared Encoder With Task-Specific Transformer Layer Selection for Emotion-Cause Pair Extraction	46
Guest Editorial: Special Issue on Affective Speech and Language Synthesis, Generation, and Conversion	45
Facial Depression Recognition by Deep Joint Label Distribution and Metric Learning	45
Few-Shot Learning in Emotion Recognition of Spontaneous Speech Using a Siamese Neural Network With Adaptive Sample Pair Formation	44
Domain-Incremental Continual Learning for Mitigating Bias in Facial Expression and Action Unit Recognition	44
Group Synchrony for Emotion Recognition Using Physiological Signals	44
Improving Cross-Corpus Speech Emotion Recognition with Adversarial Discriminative Domain Generalization (ADDoG)	43
Dynamic Micro-Expression Recognition Using Knowledge Distillation	43
Emotion Recognition Using Affective Touch: A Survey	43
Exploring Complexity of Facial Dynamics in Autism Spectrum Disorder	42
Prediction of Depression Severity Based on the Prosodic and Semantic Features With Bidirectional LSTM and Time Distributed CNN	41
A New Perspective on Stress Detection: An Automated Approach for Detecting Eustress and Distress	41
From Regional to Global Brain: A Novel Hierarchical Spatial-Temporal Neural Network Model for EEG Emotion Recognition	40
An Analysis of Physiological and Psychological Responses in Virtual Reality and Flat Screen Gaming	39
Deep Adaptation of Adult-Child Facial Expressions by Fusing Landmark Features	39
Aspect-Based Sentiment Quantification	39
State-Specific and Supraordinal Components of Facial Response to Pain	39
Ordinal Logistic Regression With Partial Proportional Odds for Depression Prediction	38
Integrating Deep Facial Priors Into Landmarks for Privacy Preserving Multimodal Depression Recognition	38
Theory of Mind Abilities Predict Robot's Gaze Effects on Object Preference	38
Lexicon-Based Sentiment Convolutional Neural Networks for Online Review Analysis	38
MTADA: A Multi-task Adversarial Domain Adaptation Network for EEG-based Cross-subject Emotion Recognition	37
Emotion Distribution Learning Based on Peripheral Physiological Signals	37
Micro and Macro Facial Expression Recognition Using Advanced Local Motion Patterns	37
Contradicted by the Brain: Predicting Individual and Group Preferences via Brain-Computer Interfacing	37
Emotion Expression in Human Body Posture and Movement: A Survey on Intelligible Motion Factors, Quantification and Validation	36
STAA-Net: A Sparse and Transferable Adversarial Attack for Speech Emotion Recognition	36
A Psychologically Inspired Fuzzy Cognitive Deep Learning Framework to Predict Crowd Behavior	36
Survey of Deep Representation Learning for Speech Emotion Recognition	36
Leveraging Social Media for Real-Time Interpretable and Amendable Suicide Risk Prediction With Human-in-The-Loop	36
Text-Based Fine-Grained Emotion Prediction	36
The Rhythm of Flow: Detecting Facial Expressions of Flow Experiences Using CNNs	35
A Spontaneous Driver Emotion Facial Expression (DEFE) Dataset for Intelligent Vehicles: Emotions Triggered by Video-Audio Clips in Driving Scenarios	35
Hierarchical Encoding and Fusion of Brain Functions for Depression Subtype Classification	35
Geometric Graph Representation With Learnable Graph Structure and Adaptive AU Constraint for Micro-Expression Recognition	35
FERMixNet: An Occlusion Robust Facial Expression Recognition Model With Facial Mixing Augmentation and Mid-Level Representation Learning	35
EmoTake: Exploring Drivers’ Emotion for Takeover Behavior Prediction	35
Public Opinion Crisis Management Via Social Media Mining	35
Self-Supervised ECG Representation Learning for Emotion Recognition	34
A Dual-Branch Dynamic Graph Convolution Based Adaptive TransFormer Feature Fusion Network for EEG Emotion Recognition	34
Versatile Audio-Visual Learning for Emotion Recognition	34
Boosting Micro-Expression Recognition via Self-Expression Reconstruction and Memory Contrastive Learning	34
Datasets of Smartphone Modalities for Depression Assessment: A Scoping Review	33
EEG Feature Selection via Global Redundancy Minimization for Emotion Recognition	33
Estimating Affective Taste Experience Using Combined Implicit Behavioral and Neurophysiological Measures	33
Classification of Interbeat Interval Time-Series Using Attention Entropy	33
Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition	33
Psychophysiological Reactions to Persuasive Messages Deploying Persuasion Principles	32
From What You See to What We Smell: Linking Human Emotions to Bio-Markers in Breath	32
Semantic and Emotional Dual Channel for Emotion Recognition in Conversation	32
I Enjoy Writing and Playing, Do You?: A Personalized and Emotion Grounded Dialogue Agent Using Generative Adversarial Network	32
Leveraging the Dynamics of Non-Verbal Behaviors For Social Attitude Modeling	32
Stimulus-Response Pattern: The Core of Robust Cross-Stimulus Facial Depression Recognition	32
Affective Touch via Haptic Interfaces: A Sequential Indentation Approach	31
The Role of Preprocessing for Word Representation Learning in Affective Tasks	30
CorMulT: a Semi-supervised Modality Correlation-aware Multimodal Transformer for Sentiment Analysis	30
Exploring Emotion Expression Recognition in Older Adults Interacting with a Virtual Coach	30
Behavioral and Physiological Signals-Based Deep Multimodal Approach for Mobile Emotion Recognition	29
Does Visual Self-Supervision Improve Learning of Speech Representations for Emotion Recognition?	29
Towards Emotion-Aware Agents for Improved User Satisfaction and Partner Perception in Negotiation Dialogues	29
Distant Handshakes: Conveying Social Intentions Through Multi-Modal Soft Haptic Gloves	29
Emotion Recognition From Few-Channel EEG Signals by Integrating Deep Feature Aggregation and Transfer Learning	28
A Survey of Textual Emotion Recognition and Its Challenges	28
Automatic Emotion Recognition in Clinical Scenario: A Systematic Review of Methods	28
Fake News, Real Emotions: Emotion Analysis of COVID-19 Infodemic in Weibo	28
The Pixels and Sounds of Emotion: General-Purpose Representations of Arousal in Games	28
An Effective 3D Text Recurrent Voting Generator for Metaverse	27
Deep Facial Action Unit Recognition and Intensity Estimation from Partially Labelled Data	27
A Multi-Level Alignment and Cross-Modal Unified Semantic Graph Refinement Network for Conversational Emotion Recognition	27
Short and Long Range Relation Based Spatio-Temporal Transformer for Micro-Expression Recognition	27
DECEPTIcON: Bridging Gaps in In-the-Wild Deception Research	27
Effects of Physiological Signals in Different Types of Multimodal Sentiment Estimation	27
Collecting Mementos: A Multimodal Dataset for Context-Sensitive Modeling of Affect and Memory Processing in Responses to Videos	27
Efficient Multimodal Transformer With Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis	27
LineConGraphs: Line Conversation Graphs for Effective Emotion Recognition using Graph Neural Networks	27
Incorporating Forthcoming Events and Personality Traits in Social Media Based Stress Prediction	27
Facial Expression Animation by Landmark Guided Residual Module	27

VyaktitvaNirdharan: Multimodal Assessment of Personality and Trait Emotional Intelligence	26
A Residual Multi-Scale Convolutional Neural Network With Transformers for Speech Emotion Recognition	26
Recognizing, Fast and Slow: Complex Emotion Recognition With Facial Expression Detection and Remote Physiological Measurement	26
Learning to Rank Onset-Occurring-Offset Representations for Micro-Expression Recognition	26
SCARE: A Novel Framework to Enhance Chinese Harmful Memes Detection	26
Emotion Dependent Domain Adaptation for Speech Driven Affective Facial Feature Synthesis	26
Unconstrained Facial Expression Recognition With No-Reference De-Elements Learning	25
Affective Dynamics and Cognition During Game-Based Learning	25
Multi-Scale Hyperbolic Contrastive Learning for Cross-Subject EEG Emotion Recognition	25
Multi-Modal Sarcasm Detection and Humor Classification in Code-Mixed Conversations	25
Deep Learning for Micro-Expression Recognition: A Survey	25
Empathetic Response Generation Through Multi-Modality	25
Hierarchical Knowledge Stripping for Multimodal Sentiment Analysis	25
Social Image–Text Sentiment Classification With Cross-Modal Consistency and Knowledge Distillation	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
Multi-Order Networks for Action Unit Detection	24
Towards Participant-Independent Stress Detection Using Instrumented Peripherals	24
Emotion Intensity and its Control for Emotional Voice Conversion	24
Persuasion-Induced Physiology as Predictor of Persuasion Effectiveness	24
Detecting Mental Disorders in Social Media Through Emotional Patterns - The Case of Anorexia and Depression	24
Mutual Information Based Fusion Model (MIBFM): Mild Depression Recognition Using EEG and Pupil Area Signals	24
CSE-GResNet: A Simple and Highly Efficient Network for Facial Expression Recognition	23
Examining Emotion Perception Agreement in Live Music Performance	23
Autonomic modulations to cardiac dynamics in response to affective touch: Differences between social touch and self-touch	23
AT2GRU: A Human Emotion Recognition Model With Mitigated Device Heterogeneity	22
SynSem-ASTE: An Enhanced Multi-Encoder Network for Aspect Sentiment Triplet Extraction With Syntax and Semantics	22
Mental Stress Assessment in the Workplace: A Review	22
Detection and Identification of Choking Under Pressure in College Tennis Based Upon Physiological Parameters, Performance Patterns, and Game Statistics	22
Empathetic Conversational Systems: A Review of Current Advances, Gaps, and Opportunities	22
MDN: A Deep Maximization-Differentiation Network for Spatio-Temporal Depression Detection	22
Conveying Emotions Through Device-Initiated Touch	21
Multi-Stage Graph Fusion Networks for Major Depressive Disorder Diagnosis	21
Improving Multi-Label Facial Expression Recognition With Consistent and Distinct Attentions	21
SeeNet: A Soft Emotion Expert and Data Augmentation Method to Enhance Speech Emotion Recognition	21
EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention	21
ENGAGE-DEM: A Model of Engagement of People With Dementia	21
Unsupervised Time-Aware Sampling Network With Deep Reinforcement Learning for EEG-Based Emotion Recognition	21
Analyzing the Visual Road Scene for Driver Stress Estimation	21
Guest Editorial Neurosymbolic AI for Sentiment Analysis	21
Effective Connectivity Based EEG Revealing the Inhibitory Deficits for Distracting Stimuli in Major Depression Disorders	21
Deep Multi-Task Multi-Label CNN for Effective Facial Attribute Classification	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
Enhancing EEG-Based Decision-Making Performance Prediction by Maximizing Mutual Information Between Emotion and Decision-Relevant Features	20
ER-Chat: A Text-to-Text Open-Domain Dialogue Framework for Emotion Regulation	20
Meta-Based Self-Training and Re-Weighting for Aspect-Based Sentiment Analysis	20
Investigating Cardiovascular Activation of Young Adults in Routine Driving	20
Aspect-Opinion Correlation Aware and Knowledge-Expansion Few Shot Cross-Domain Sentiment Classification	20
Investigating the Effects of Sleep Conditions on Emotion Responses With EEG Signals and Eye Movements	19
From Translation to Generative LLMs: Classification of Code-Mixed Affective Tasks	19
RVISA: Reasoning and Verification for Implicit Sentiment Analysis	19
EEG-Based Emotion Recognition via Neural Architecture Search	19
From the Lab to the Wild: Affect Modeling Via Privileged Information	19
Editorial	19
A Reinforcement Learning Based Two-Stage Model for Emotion Cause Pair Extraction	18
Facial Expression Recognition in the Wild Using Multi-Level Features and Attention Mechanisms	18
Cross-Task and Cross-Participant Classification of Cognitive Load in an Emergency Simulation Game	18
A Media-Guided Attentive Graphical Network for Personality Recognition Using Physiology	18
Quantifying Emotional Similarity in Speech	18
Quantitative Personality Predictions From a Brief EEG Recording	18
Neurofeedback Training With an Electroencephalogram-Based Brain-Computer Interface Enhances Emotion Regulation	18
Analyzing Continuous-Time and Sentence-Level Annotations for Speech Emotion Recognition	18
Modeling Vocal Entrainment in Conversational Speech Using Deep Unsupervised Learning	18
Avatar-Based Feedback in Job Interview Training Impacts Action Identities and Anxiety	18
Towards Multimodal Prediction of Spontaneous Humor: A Novel Dataset and First Results	18
Editorial: Special Issue on Unobtrusive Physiological Measurement Methods for Affective Applications	18
Disentangled Variational Autoencoder for Emotion Recognition in Conversations	18
Eye Action Units as Combinations of Discrete Eye Behaviors for Wearable Mental State Analysis	18
DBATES: Dataset for Discerning Benefits of Audio, Textual, and Facial Expression Features in Competitive Debate Speeches	17
Human Emotion Recognition With Relational Region-Level Analysis	17
A Multi-Stage Visual Perception Approach for Image Emotion Analysis	17
From Extraction to Generation: Multimodal Emotion-Cause Pair Generation in Conversations	17
Conformal Depression Prediction	17
The ForDigitStress Dataset: A Multi-Modal Dataset for Automatic Stress Recognition	17
Context-Aware Dynamic Word Embeddings for Aspect Term Extraction	17
Deep Temporal Analysis for Non-Acted Body Affect Recognition	17
EEG-Based Subject-Independent Emotion Recognition Using Gated Recurrent Unit and Minimum Class Confusion	16
EmoNet: A Transfer Learning Framework for Multi-Corpus Speech Emotion Recognition	16
Deep Siamese Neural Networks for Facial Expression Recognition in the Wild	16
Unsupervised Multimodal Learning for Dependency-Free Personality Recognition	16
Fine-Grained Interpretability for EEG Emotion Recognition: Concat-Aided Grad-CAM and Systematic Brain Functional Network	16
Immersion Measurement in Watching Videos Using Eye-tracking Data	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
Graph-Based Facial Affect Analysis: A Review	16
Chronic Stress Recognition Based on Time-Slot Analysis of Ambulatory Electrocardiogram and Tri-Axial Acceleration	16
An Emotion Recognition Method for Game Evaluation Based on Electroencephalogram	16
Towards A Robust Group-level Emotion Recognition via Uncertainty-Aware Learning	16
Multimodal Hierarchical Attention Neural Network: Looking for Candidates Behaviour Which Impact Recruiter's Decision	15
Editorial Transactions on Affective Computing–News on the Journal	15
Can Large Language Models Assess Personality From Asynchronous Video Interviews? A Comprehensive Evaluation of Validity, Reliability, Fairness, and Rating Patterns	15
Silicon Coppélia and the Formalization of the Affective Process	15
Aspect-Based Sentiment Analysis with New Target Representation and Dependency Attention	15
SocialInteractionGAN: Multi-Person Interaction Sequence Generation	15