IEEE Transactions on Affective Computing

Article	Citations
CAETFN: Context Adaptively Enhanced Text-Guided Fusion Network for Multimodal Sentiment Analysis	977
ATTSF-Net: Attention-based Similarity Fusion Network for Audio-Visual Emotion Recognition	547
Mechanoreceptive Aβ Primary Afferents Discriminate Naturalistic Social Touch Inputs at a Functionally Relevant Time Scale	501
ECPEC: Emotion-Cause Pair Extraction in Conversations	355
Cost-Sensitive Boosting Pruning Trees for Depression Detection on Twitter	282
From EEG to Eye Movements: Cross-Modal Emotion Recognition Using Constrained Adversarial Network With Dual Attention	241
Mouse-Cursor Tracking: Simple Scoring Algorithms That Make it Work	238
Major Depressive Disorder Detection Using Graph Domain Adaptation With Global Message-Passing Based on EEG Signals	236
Progressive Masking Oriented Self-Taught Learning for Occluded Facial Expression Recognition	230
Classifying Suicide-Related Content and Emotions on Twitter Using Graph Convolutional Neural Networks	207
Automatic Estimation of Action Unit Intensities and Inference of Emotional Appraisals	203
CausalSymptom: Learning Causal Disentangled Representation for Depression Severity Estimation on Transcribed Clinical Interviews	194
Facial Expression Recognition Using a Temporal Ensemble of Multi-Level Convolutional Neural Networks	168
Does Gamified Breath-Biofeedback Promote Adherence, Relaxation, and Skill Transfer in the Wild?	158
Sparse Emotion Dictionary and CWT Spectrogram Fusion With Multi-Head Self-Attention for Depression Recognition in Parkinson's Disease Patients	155
DGC-Link: Dual-Gate Chebyshev Linkage Network on EEG Emotion Recognition	143
Fusing of Electroencephalogram and Eye Movement With Group Sparse Canonical Correlation Analysis for Anxiety Detection	141
Perceived Conversation Quality in Spontaneous Interactions	133
A High-Quality Landmarked Infrared Eye Video Dataset (IREye4Task): Eye Behaviors, Insights and Benchmarks for Wearable Mental State Analysis	123
The Acoustically Emotion-Aware Conversational Agent With Speech Emotion Recognition and Empathetic Responses	112
Towards Contrastive Context-Aware Conversational Emotion Recognition	111
Analyzing Emotions and Engagement During Cognitive Stimulation Group Training with the Pepper Robot	110
Vision Transformer With Attentive Pooling for Robust Facial Expression Recognition	110
Automatic Detection of Reflective Thinking in Mathematical Problem Solving Based on Unconstrained Bodily Exploration	109
AM-ConvBLS: Adaptive Manifold Convolutional Broad Learning System for Cross-Session and Cross-Subject Emotion Recognition	105

Enhancing Cross-Dataset EEG Emotion Recognition: A Novel Approach With Emotional EEG Style Transfer Network	102
Brain-Machine Enhanced Intelligence for Semi-Supervised Facial Emotion Recognition	101
Subjective Fear in Virtual Reality: A Linear Mixed-Effects Analysis of Skin Conductance	98
An Efficient Framework for Constructing Speech Emotion Corpus Based on Integrated Active Learning Strategies	95
A Classification Framework for Depressive Episode Using R-R Intervals From Smartwatch	94
Continuous Emotion Ambiguity Prediction: Modeling With Beta Distributions	91
MPRNet: a Temporal-Aware Cross-Modal Encoding Framework for Personality Recognition	90
The Diagnosis Method of Major Depressive Disorder Using Wavelet Coherence and State-Pathology Separation Network	89
Facial Image-Based Automatic Assessment of Equine Pain	86
UBFC-Phys: A Multimodal Database For Psychophysiological Studies of Social Stress	85
Smart Affect Monitoring With Wearables in the Wild: An Unobtrusive Mood-Aware Emotion Recognition System	84
Emotion Arousal Assessment Based on Multimodal Physiological Signals for Game Users	84
SparseDGCNN: Recognizing Emotion From Multichannel EEG Signals	83
Cluster-Level Contrastive Learning for Emotion Recognition in Conversations	82
The Recognition of Multiple Anxiety Levels Based on Electroencephalograph	82
The Deep Method: Towards Computational Modeling of the Social Emotion Shame Driven by Theory, Introspection, and Social Signals	81
Are 3D Face Shapes Expressive Enough for Recognising Continuous Emotions and Action Unit Intensities?	81
When is a Haptic Message Like an Inside Joke? Digitally Mediated Emotive Communication Builds on Shared History	81
Transformer-Based Self-Supervised Multimodal Representation Learning for Wearable Emotion Recognition	79
Hierarchical Multiscale Recurrent Neural Networks for Detecting Suicide Notes	79
PainFormer: a Vision Foundation Model for Automatic Pain Assessment	77
A Multi-Componential Approach to Emotion Recognition and the Effect of Personality	76
Learning Users Inner Thoughts and Emotion Changes for Social Media Based Suicide Risk Detection	70
EEG Microstates and fNIRS Metrics Reveal the Spatiotemporal Joint Neural Processing Features of Human Emotions	69
Review on Psychological Stress Detection Using Biosignals	68
GHA: A Gated Hierarchical Attention Mechanism for the Detection of Abusive Language in Social Media	67
Computation of Sensory-Affective Relationships Depending on Material Categories of Pictorial Stimuli	67
Effects of Algorithmic Transparency on User Experience and Physiological Responses in Affect-Aware Task Adaptation	64
Towards Cyberbullying Detection: Building, Benchmarking and Longitudinal Analysis of Aggressiveness and Conflicts/Attacks Datasets From Twitter	63
TFAGL: A Novel Agent Graph Learning Method Using Time-Frequency EEG for Major Depressive Disorder Detection	62
miMamba: EEG-based Emotion Recognition with Multi-scale Inverted Mamba Models	61
SEED-VII: A Multimodal Dataset of Six Basic Emotions With Continuous Labels for Emotion Recognition	61
Leveraging the Deep Learning Paradigm for Continuous Affect Estimation from Facial Expressions	60
Non-Invasive Measurement of Trust in Group Interactions	58
Rethinking Emotion Annotations in the Era of Large Language Models	57
MECA: Manipulation With Emotional Intensity-Aware Contrastive Learning and Attention-Based Discriminative Learning	57
Age Against the Machine: How Age Relates to Listeners' Ability to Recognize Emotions in Robots' Semantic-Free Utterances	57
An Enroll-to-Verify Approach for Cross-Task Unseen Emotion Class Recognition	56
Fusion and Discrimination: A Multimodal Graph Contrastive Learning Framework for Multimodal Sarcasm Detection	56
A Micro-Expression Recognition Network Based on Attention Mechanism and Motion Magnification	56
Improved Video Emotion Recognition With Alignment of CNN and Human Brain Representations	56
Dynamic Confidence-Aware Multi-Modal Emotion Recognition	54
LGSNet: A Two-Stream Network for Micro- and Macro-Expression Spotting With Background Modeling	54
SMIN: Semi-Supervised Multi-Modal Interaction Network for Conversational Emotion Recognition	54
Nonverbal Leadership in Joint Full-Body Improvisation	53
Guest Editorial Extremely Low-Resource Autonomous Affective Learning	53
AGILE: Attribute-Guided Identity Independent Learning for Facial Expression Recognition	52
Long Short-Term Memory Network Based Unobtrusive Workload Monitoring With Consumer Grade Smartwatches	51
Partial Label Learning for Emotion Recognition From EEG	51
Hierarchical Shared Encoder With Task-Specific Transformer Layer Selection for Emotion-Cause Pair Extraction	50

Modeling Category Semantic and Sentiment Knowledge for Aspect-Level Sentiment Analysis	50
An Analysis of Physiological and Psychological Responses in Virtual Reality and Flat Screen Gaming	49
Dynamical Causal Graph Neural Network for EEG Emotion Recognition	49
Guest Editorial: Special Issue on Affective Speech and Language Synthesis, Generation, and Conversion	49
Emotion Recognition Using Affective Touch: A Survey	49
How many raters do we need? Analyses of uncertainty in estimating ambiguity-aware emotion labels	49
Dynamic Micro-Expression Recognition Using Knowledge Distillation	48
Exploring Complexity of Facial Dynamics in Autism Spectrum Disorder	47
Multimodal Deception Detection Using Real-Life Trial Data	47
Annotate Smarter, not Harder: Using Active Learning to Reduce Emotional Annotation Effort	46
Domain-Incremental Continual Learning for Mitigating Bias in Facial Expression and Action Unit Recognition	46
Objective Class-Based Micro-Expression Recognition Under Partial Occlusion Via Region-Inspired Relation Reasoning Network	45
Multi-Label and Multimodal Classifier for Affective States Recognition in Virtual Rehabilitation	45
Few-Shot Learning in Emotion Recognition of Spontaneous Speech Using a Siamese Neural Network With Adaptive Sample Pair Formation	44
Methodology to Assess Quality, Presence, Empathy, Attitude, and Attention in 360-degree Videos for Immersive Communications	43
A New Perspective on Stress Detection: An Automated Approach for Detecting Eustress and Distress	43
Multi-Party Conversation Modeling for Emotion Recognition	43
Group Synchrony for Emotion Recognition Using Physiological Signals	42
Theory of Mind Abilities Predict Robot's Gaze Effects on Object Preference	41
Prediction of Depression Severity Based on the Prosodic and Semantic Features With Bidirectional LSTM and Time Distributed CNN	41
Facial Depression Recognition by Deep Joint Label Distribution and Metric Learning	41
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	40
Aspect-Based Sentiment Quantification	40
Geometric Graph Representation With Learnable Graph Structure and Adaptive AU Constraint for Micro-Expression Recognition	40
STAA-Net: A Sparse and Transferable Adversarial Attack for Speech Emotion Recognition	39
Estimating Affective Taste Experience Using Combined Implicit Behavioral and Neurophysiological Measures	39
FERMixNet: An Occlusion Robust Facial Expression Recognition Model With Facial Mixing Augmentation and Mid-Level Representation Learning	39
Hierarchical Encoding and Fusion of Brain Functions for Depression Subtype Classification	39
Public Opinion Crisis Management Via Social Media Mining	38
The Rhythm of Flow: Detecting Facial Expressions of Flow Experiences Using CNNs	37
Datasets of Smartphone Modalities for Depression Assessment: A Scoping Review	37
Integrating Deep Facial Priors Into Landmarks for Privacy Preserving Multimodal Depression Recognition	37
Contradicted by the Brain: Predicting Individual and Group Preferences via Brain-Computer Interfacing	37
Self-Supervised ECG Representation Learning for Emotion Recognition	37
A Spontaneous Driver Emotion Facial Expression (DEFE) Dataset for Intelligent Vehicles: Emotions Triggered by Video-Audio Clips in Driving Scenarios	37
Leveraging Social Media for Real-Time Interpretable and Amendable Suicide Risk Prediction With Human-in-The-Loop	36
MTADA: A Multi-task Adversarial Domain Adaptation Network for EEG-based Cross-subject Emotion Recognition	36
Versatile Audio-Visual Learning for Emotion Recognition	36
Deep Adaptation of Adult-Child Facial Expressions by Fusing Landmark Features	36
Micro and Macro Facial Expression Recognition Using Advanced Local Motion Patterns	35
A Psychologically Inspired Fuzzy Cognitive Deep Learning Framework to Predict Crowd Behavior	35
MCGC-Net: Multi-scale Controllable Graph Convolutional Network on Music Emotion Recognition	35
EmoTake: Exploring Drivers’ Emotion for Takeover Behavior Prediction	35
Text-Based Fine-Grained Emotion Prediction	35
A Dual-Branch Dynamic Graph Convolution Based Adaptive TransFormer Feature Fusion Network for EEG Emotion Recognition	35
EEG Feature Selection via Global Redundancy Minimization for Emotion Recognition	34
Lexicon-Based Sentiment Convolutional Neural Networks for Online Review Analysis	34
Classification of Interbeat Interval Time-Series Using Attention Entropy	34
Emotion Distribution Learning Based on Peripheral Physiological Signals	34
Ordinal Logistic Regression With Partial Proportional Odds for Depression Prediction	33
Emotion Expression in Human Body Posture and Movement: A Survey on Intelligible Motion Factors, Quantification and Validation	33
The Role of Preprocessing for Word Representation Learning in Affective Tasks	33
Survey of Deep Representation Learning for Speech Emotion Recognition	33
Affective Touch via Haptic Interfaces: A Sequential Indentation Approach	33
Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition	33
Boosting Micro-Expression Recognition via Self-Expression Reconstruction and Memory Contrastive Learning	33
From What You See to What We Smell: Linking Human Emotions to Bio-Markers in Breath	33
Capturing Dynamic Fear Experiences in Naturalistic Contexts: an Ecologically Valid fMRI Signature Integrating Brain Activation and Connectivity	32
Distant Handshakes: Conveying Social Intentions Through Multi-Modal Soft Haptic Gloves	32
Exploring Emotion Expression Recognition in Older Adults Interacting With a Virtual Coach	32
Stimulus-Response Pattern: The Core of Robust Cross-Stimulus Facial Depression Recognition	32
Does Visual Self-Supervision Improve Learning of Speech Representations for Emotion Recognition?	32
Short and Long Range Relation Based Spatio-Temporal Transformer for Micro-Expression Recognition	32
Semantic and Emotional Dual Channel for Emotion Recognition in Conversation	32
Leveraging the Dynamics of Non-Verbal Behaviors For Social Attitude Modeling	31
Automatic Emotion Recognition in Clinical Scenario: A Systematic Review of Methods	31
CorMulT: A Semi-Supervised Modality Correlation-Aware Multimodal Transformer for Sentiment Analysis	31
Psychophysiological Reactions to Persuasive Messages Deploying Persuasion Principles	31
Modeling Multimodal Depression Diagnosis from the Perspective of Local Depressive Representation	31
Towards Emotion-Aware Agents for Improved User Satisfaction and Partner Perception in Negotiation Dialogues	31
I Enjoy Writing and Playing, Do You?: A Personalized and Emotion Grounded Dialogue Agent Using Generative Adversarial Network	31
The Pixels and Sounds of Emotion: General-Purpose Representations of Arousal in Games	30
Fake News, Real Emotions: Emotion Analysis of COVID-19 Infodemic in Weibo	30
Progressive Multi-Source Domain Adaptation for Personalized Facial Expression Recognition	30
Behavioral and Physiological Signals-Based Deep Multimodal Approach for Mobile Emotion Recognition	29
An Effective 3D Text Recurrent Voting Generator for Metaverse	29
A Survey of Textual Emotion Recognition and Its Challenges	29
Emotion Recognition From Few-Channel EEG Signals by Integrating Deep Feature Aggregation and Transfer Learning	29
Efficient Multimodal Transformer With Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis	29

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