IEEE Transactions on Affective Computing

Article	Citations
2021 Index IEEE Transactions on Affective Computing Vol. 12	792
Progressive Masking Oriented Self-Taught Learning for Occluded Facial Expression Recognition	421
A Comparative Data-Driven Study of Intensity-Based Categorical Emotion Representations for MER	413
Does Gamified Breath-Biofeedback Promote Adherence, Relaxation, and Skill Transfer in the Wild?	330
Cross-Domain Sentiment Analysis via Disentangled Representation and Prototypical Learning	264
Mechanoreceptive Aβ Primary Afferents Discriminate Naturalistic Social Touch Inputs at a Functionally Relevant Time Scale	245
Multimodal Sentimental Privileged Information Embedding for Improving Facial Expression Recognition	236
PeTracker: Poincaré-Based Dual-Strategy Emotion Tracker for Emotion Recognition in Conversation	205
A Region Group Adaptive Attention Model For Subtle Expression Recognition	193
Capturing Emotion Distribution for Multimedia Emotion Tagging	180
Affective Dynamics: Principal Motion Analysis of Temporal Dominance of Sensations and Emotions Data	179
LineConGraphs: Line Conversation Graphs for Effective Emotion Recognition using Graph Neural Networks	174
Multi-Scale Hyperbolic Contrastive Learning for Cross-Subject EEG Emotion Recognition	163
Multi-Modal Sarcasm Detection and Humor Classification in Code-Mixed Conversations	154
Text-guided Reconstruction Network for Sentiment Analysis with Uncertain Missing Modalities	145
Mouse-cursor Tracking: Simple Scoring Algorithms That Make It Work	136
Unconstrained Facial Expression Recognition With No-Reference De-Elements Learning	134
Variational Instance-Adaptive Graph for EEG Emotion Recognition	133
First Impressions: A Survey on Vision-Based Apparent Personality Trait Analysis	129
Multiple Instance Learning for Emotion Recognition Using Physiological Signals	117
SCARE: A Novel Framework to Enhance Chinese Harmful Memes Detection	114
VyaktitvaNirdharan: Multimodal Assessment of Personality and Trait Emotional Intelligence	106
Sparse Emotion Dictionary and CWT Spectrogram Fusion with Multi-head Self-Attention for Depression Recognition in Parkinson's Disease Patients	96
Bodily Sensation Map vs. Bodily Motion Map: Visualizing and Analyzing Emotional Body Motions	94
IMGWOFS: A Feature Selector with Trade-off between Conflict Objectives for EEG-based Emotion Recognition	86

Hierarchical Knowledge Stripping for Multimodal Sentiment Analysis	80
Individual-Aware Attention Modulation for Unseen Speaker Emotion Recognition	80
A Residual Multi-Scale Convolutional Neural Network with Transformers for Speech Emotion Recognition	76
Affective Computing Databases: In-depth Analysis of Systematic Reviews and Surveys	76
Major Depressive Disorder Detection Using Graph Domain Adaptation With Global Message-Passing Based on EEG Signals	76
Facial Expressions of Comprehension (FEC)	75
From EEG to Eye Movements: Cross-modal Emotion Recognition Using Constrained Adversarial Network with Dual Attention	75
Facial Expression Recognition Using a Temporal Ensemble of Multi-Level Convolutional Neural Networks	74
Modeling Emotion in Complex Stories: The Stanford Emotional Narratives Dataset	74
Emotion Recognition and EEG Analysis Using ADMM-Based Sparse Group Lasso	71
“Emotions are the Great Captains of Our Lives”: Measuring Moods Through the Power of Physiological and Environmental Sensing	71
Early Detection of User Engagement Breakdown in Spontaneous Human-Humanoid Interaction	70
Automatic Estimation of Action Unit Intensities and Inference of Emotional Appraisals	69
Speech-Driven Expressive Talking Lips with Conditional Sequential Generative Adversarial Networks	68
Multimodal Self-Assessed Personality Estimation During Crowded Mingle Scenarios Using Wearables Devices and Cameras	68
Effects of Computerized Emotional Training on Children with High Functioning Autism	65
Doing and Feeling: Relationships Between Moods, Productivity and Task-Switching	64
Receiving a Mediated Touch From Your Partner vs. a Male Stranger: How Visual Feedback of Touch and Its Sender Influence Touch Experience	63
Collecting Mementos: A Multimodal Dataset for Context-Sensitive Modeling of Affect and Memory Processing in Responses to Videos	63
The Mediating Effect of Emotions on Trust in the Context of Automated System Usage	60
Exploiting Evolutionary Algorithms to Model Nonverbal Reactions to Conversational Interruptions in User-Agent Interactions	59
Unsupervised Cross-Corpus Speech Emotion Recognition Using a Multi-Source Cycle-GAN	59
Emotion Dependent Domain Adaptation for Speech Driven Affective Facial Feature Synthesis	58
Fusing of Electroencephalogram and Eye Movement With Group Sparse Canonical Correlation Analysis for Anxiety Detection	58
Towards a Prediction and Data Driven Computational Process Model of Emotion	56
BReG-NeXt: Facial Affect Computing Using Adaptive Residual Networks With Bounded Gradient	54
Mutual Information Based Fusion Model (MIBFM): Mild Depression Recognition Using EEG and Pupil Area Signals	53
Capturing Interaction Quality in Long Duration (Simulated) Space Missions With Wearables	52
Incorporating Forthcoming Events and Personality Traits in Social Media Based Stress Prediction	52
To Be or Not to Be in Flow at Work: Physiological Classification of Flow Using Machine Learning	52
TSSRD: A Topic Sentiment Summarization Framework Based on Reaching Definition	52
A Framework to Model and Control the State of Presence in Virtual Reality Systems	52
Automatic Estimation of Self-Reported Pain by Trajectory Analysis in the Manifold of Fixed Rank Positive Semi-Definite Matrices	52
Towards Contrastive Context-Aware Conversational Emotion Recognition	51
Social Image–Text Sentiment Classification With Cross-Modal Consistency and Knowledge Distillation	51
ECPEC: Emotion-Cause Pair Extraction in Conversations	50
Measuring and Fostering Diversity in Affective Computing Research	48
ARAUS: A Large-Scale Dataset and Baseline Models of Affective Responses to Augmented Urban Soundscapes	48
Chunk-Level Speech Emotion Recognition: A General Framework of Sequence-to-One Dynamic Temporal Modeling	48
Dual Attention and Element Recalibration Networks for Automatic Depression Level Prediction	47
Facial Expression Recognition in Classrooms: Ethical Considerations and Proposed Guidelines for Affect Detection in Educational Settings	46
Recognizing, Fast and Slow: Complex Emotion Recognition With Facial Expression Detection and Remote Physiological Measurement	46
Multiview Facial Expression Recognition, A Survey	45
Prompt Consistency for Multi-Label Textual Emotion Detection	45
Automatic Prediction of Group Cohesiveness in Images	44
Ethics and Good Practice in Computational Paralinguistics	44
An (E)Affective Bind: Situated Affectivity and the Prospect of Affect Recognition	43
Emotion Recognition From Full-Body Motion Using Multiscale Spatio-Temporal Network	43
Adversarial Domain Generalized Transformer for Cross-Corpus Speech Emotion Recognition	43
Automatic Context-Aware Inference of Engagement in HMI: A Survey	43

IAF-LG: An Interactive Attention Fusion Network With Local and Global Perspective for Aspect-Based Sentiment Analysis	43
Facial Expression Animation by Landmark Guided Residual Module	42
A Review of Affective Computing Research Based on Function-Component-Representation Framework	41
Managing Emotional Dialogue for a Virtual Cancer Patient: A Schema-Guided Approach	41
Effects of Physiological Signals in Different Types of Multimodal Sentiment Estimation	40
Werewolf-XL: A Database for Identifying Spontaneous Affect in Large Competitive Group Interactions	39
Perceived Conversation Quality in Spontaneous Interactions	39
Looking at the Body: Automatic Analysis of Body Gestures and Self-Adaptors in Psychological Distress	39
Editorial: Transactions on Affective Computing – Another Year in the Shade of Covid-19	38
How Virtual Reality Therapy Affects Refugees From Ukraine - Acute Stress Reduction Pilot Study	38
Affective Dynamics and Cognition During Game-Based Learning	37
Emotion Intensity and its Control for Emotional Voice Conversion	37
Multi-Order Networks for Action Unit Detection	37
Frustration Recognition Using Spatio Temporal Data: A Novel Dataset and GCN Model to Recognize In-Vehicle Frustration	37
A Multi-Level Alignment and Cross-Modal Unified Semantic Graph Refinement Network for Conversational Emotion Recognition	37
Exploring Retrospective Annotation in Long-Videos for Emotion Recognition	36
An Effective 3D Text Recurrent Voting Generator for Metaverse	36
Guest Editorial Best of ACII 2021	35
WiFE: WiFi and Vision Based Unobtrusive Emotion Recognition via Gesture and Facial Expression	35
A High-Quality Landmarked Infrared Eye Video Dataset (IREye4Task): Eye Behaviors, Insights and Benchmarks for Wearable Mental State Analysis	35
Multi-Modal Hierarchical Empathetic Framework for Social Robots With Affective Body Control	34
Adapting the Interplay Between Personalized and Generalized Affect Recognition Based on an Unsupervised Neural Framework	34
Improving the Interpretability through Maximizing Mutual Information for EEG Emotion Recognition	34
DFME: A New Benchmark for Dynamic Facial Micro-Expression Recognition	33
Towards Human-Compatible Autonomous Car: A Study of Non-Verbal Turing Test in Automated Driving With Affective Transition Modelling	33
Personality Traits Classification Using Deep Visual Activity-Based Nonverbal Features of Key-Dynamic Images	33
Classifying Suicide-Related Content and Emotions on Twitter Using Graph Convolutional Neural Networks	33
Image-to-Text Conversion and Aspect-Oriented Filtration for Multimodal Aspect-Based Sentiment Analysis	33
Cost-Sensitive Boosting Pruning Trees for Depression Detection on Twitter	32
Curiosity and Affect-Driven Cognitive Architecture for HRI	31
The Acoustically Emotion-Aware Conversational Agent With Speech Emotion Recognition and Empathetic Responses	31
MASANet: Multi-Aspect Semantic Auxiliary Network for Visual Sentiment Analysis	31
Vision Transformer With Attentive Pooling for Robust Facial Expression Recognition	31
Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion Recognition	31
Deep Learning for Micro-Expression Recognition: A Survey	31
A Deeper Look at Facial Expression Dataset Bias	30
Depression Recognition Using Remote Photoplethysmography From Facial Videos	30
CiABL: Completeness-Induced Adaptative Broad Learning for Cross-Subject Emotion Recognition With EEG and Eye Movement Signals	29
ICA-Evolution Based Data Augmentation with Ensemble Deep Neural Networks Using Time and Frequency Kernels for Emotion Recognition from EEG-Data	29
Deep Facial Action Unit Recognition and Intensity Estimation from Partially Labelled Data	28
Probabilistic Attribute Tree Structured Convolutional Neural Networks for Facial Expression Recognition in the Wild	28
Deep Facial Expression Recognition: A Survey	28
You're Not You When You're Angry: Robust Emotion Features Emerge by Recognizing Speakers	28
Classifying Emotions and Engagement in Online Learning Based on a Single Facial Expression Recognition Neural Network	28
Cluster-Level Contrastive Learning for Emotion Recognition in Conversations	27
AMIGOS: A Dataset for Affect, Personality and Mood Research on Individuals and Groups	27
Autonomic modulations to cardiac dynamics in response to affective touch: Differences between social touch and self-touch	27
Emotion Recognition for Everyday Life Using Physiological Signals From Wearables: A Systematic Literature Review	27
Audio-Visual Gated-Sequenced Neural Networks for Affect Recognition	27
A Quantum Probability Driven Framework for Joint Multi-Modal Sarcasm, Sentiment and Emotion Analysis	27
A New Look at Breathing for Affective Studies	26
FEAD: Introduction to the fNIRS-EEG Affective Database - Video Stimuli	26
ParaLBench: a Large-Scale Benchmark for Computational Paralinguistics over Acoustic Foundation Models	26
Beyond Overfitting: Doubly Adaptive Dropout for Generalizable AU Detection	26
Exploring the Relationship between Stress-physiology and Pain in the Daily Life of Patients with Chronic Widespread Pain	26
Special Issue on Automated Perception of Human Affect from Longitudinal Behavioral Data	26
Vicarious Evaluation of a Decision Model for Human-Agent Social Touch Interactions	26
Learning to Learn Better Unimodal Representations via Adaptive Multimodal Meta-Learning	26
AVES: An Audio-Visual Emotion Stream Dataset for Temporal Emotion Detection	26
Explainable AI for Audio and Visual Affective Computing: A Scoping Review	26
Exploring the Contextual Factors Affecting Multimodal Emotion Recognition in Videos	25
The Recognition of Multiple Anxiety Levels Based on Electroencephalograph	25
Phonetically-Anchored Domain Adaptation for Cross-Lingual Speech Emotion Recognition	25
Active Learning With Complementary Sampling for Instructing Class-Biased Multi-Label Text Emotion Classification	25
Facial Action Unit Detection and Intensity Estimation From Self-Supervised Representation	25
Modeling Cognitive-Affective Processes with Appraisal and Reinforcement Learning	25
2024 Reviewers List*	25
All-in-One: Emotion, Sentiment and Intensity Prediction Using a Multi-Task Ensemble Framework	25
Emotion-Regularized Conditional Variational Autoencoder for Emotional Response Generation	24
Multimodal Depression Assessment Framework Integrating Personality and Gait for Older Adults with Medical Conditions	24
LQGDNet: A Local Quaternion and Global Deep Network for Facial Depression Recognition	24
CSE-GResNet: A Simple and Highly Efficient Network for Facial Expression Recognition	24
GCB-Net: Graph Convolutional Broad Network and Its Application in Emotion Recognition	24
UBFC-Phys: A Multimodal Database For Psychophysiological Studies of Social Stress	24
Artificial Emotional Intelligence in Socially Assistive Robots for Older Adults: A Pilot Study	24
Counterfactual Representation Augmentation for Cross-Domain Sentiment Analysis	23
Heterogeneous Reinforcement Learning Network for Aspect-Based Sentiment Classification With External Knowledge	23
An Improved Empirical Mode Decomposition of Electroencephalogram Signals for Depression Detection	23
An Efficient LSTM Network for Emotion Recognition From Multichannel EEG Signals	22
Survey on Emotional Body Gesture Recognition	22

Facial Expression Recognition With Visual Transformers and Attentional Selective Fusion	22
Dynamic Alignment and Fusion of Multimodal Physiological Patterns for Stress Recognition	22
TSception: Capturing Temporal Dynamics and Spatial Asymmetry From EEG for Emotion Recognition	22
WavDepressionNet: Automatic Depression Level Prediction via Raw Speech Signals	21
Emotion Arousal Assessment Based on Multimodal Physiological Signals for Game Users	21
The Deep Method: Towards Computational Modeling of the Social Emotion Shame Driven by Theory, Introspection, and Social Signals	21
A Classification Framework for Depressive Episode Using R-R Intervals From Smartwatch	21
User State Modeling Based on the Arousal-Valence Plane: Applications in Customer Satisfaction and Health-Care	21
Pars-OFF: A Benchmark for Offensive Language Detection on Farsi Social Media	21
FENP: A Database of Neonatal Facial Expression for Pain Analysis	21
End-to-End Label Uncertainty Modeling in Speech Emotion Recognition Using Bayesian Neural Networks and Label Distribution Learning	21
Detection and Identification of Choking Under Pressure in College Tennis Based Upon Physiological Parameters, Performance Patterns, and Game Statistics	21
A Bayesian Deep Learning Framework for End-To-End Prediction of Emotion From Heartbeat	21
Subjective Fear in Virtual Reality: A Linear Mixed-Effects Analysis of Skin Conductance	21
Research on the Association Mechanism and Evaluation Model Between fNIRS Data and Aesthetic Quality in Product Aesthetic Quality Evaluation	21
AT2GRU: A Human Emotion Recognition Model With Mitigated Device Heterogeneity	21
Modeling Real-World Affective and Communicative Nonverbal Vocalizations From Minimally Speaking Individuals	20
Automated Scoring of Asynchronous Interview Videos Based on Multi-Modal Window-Consistency Fusion	20
Impact of Annotation Modality on Label Quality and Model Performance in the Automatic Assessment of Laughter In-the-Wild	20
Enforcing Semantic Consistency for Cross Corpus Emotion Prediction Using Adversarial Discrepancy Learning in Emotion	20
MTDAN: A Lightweight Multi-Scale Temporal Difference Attention Networks for Automated Video Depression Detection	20
Bodily Electrodermal Representations for Affective Computing	20
Multi-Rater Consensus Learning for Modeling Multiple Sparse Ratings of Affective Behaviour	19
Learning With Rater-Expanded Label Space to Improve Speech Emotion Recognition	19
Data Leakage and Evaluation Issues in Micro-Expression Analysis	19
Using Subgroup Discovery to Relate Odor Pleasantness and Intensity to Peripheral Nervous System Reactions	19
Unsupervised Time-Aware Sampling Network With Deep Reinforcement Learning for EEG-Based Emotion Recognition	19
Pose-Aware Facial Expression Recognition Assisted by Expression Descriptions	19
Region Attentive Action Unit Intensity Estimation With Uncertainty Weighted Multi-Task Learning	19
Audio-Visual Emotion Recognition With Preference Learning Based on Intended and Multi-Modal Perceived Labels	18
On the Effect of Observed Subject Biases in Apparent Personality Analysis From Audio-Visual Signals	18
Decoding Musical Valence and Arousal: Exploring the Neural Correlates of Music-Evoked Emotions and the Role of Expressivity Features	18
Brain Dynamics During Arousal-Dependent Pleasant/Unpleasant Visual Elicitation: An Electroencephalographic Study on the Circumplex Model of Affect	18
Affective Impression: Sentiment-Awareness POI Suggestion via Embedding in Heterogeneous LBSNs	18
MMPosE: Movie-Induced Multi-Label Positive Emotion Classification Through EEG Signals	18
Emotional Conversation Generation Orientated Syntactically Constrained Bidirectional-Asynchronous Framework	18
Autoencoder for Semisupervised Multiple Emotion Detection of Conversation Transcripts	18
When is a Haptic Message Like an Inside Joke? Digitally Mediated Emotive Communication Builds on Shared History	18
Embodied Robot Models for Interdisciplinary Emotion Research	17
Holistic Affect Recognition Using PaNDA: Paralinguistic Non-Metric Dimensional Analysis	17
First Impressions Count! The Role of the Human's Emotional State on Rapport Established with an Empathic versus Neutral Virtual Therapist	17
Persuasion-Induced Physiology as Predictor of Persuasion Effectiveness	17
Affective Video Content Analysis via Multimodal Deep Quality Embedding Network	17
Deep Multi-Task Multi-Label CNN for Effective Facial Attribute Classification	17
A Multi-Componential Approach to Emotion Recognition and the Effect of Personality	16
Using Circular Models to Improve Music Emotion Recognition	16
Interpretation of Depression Detection Models via Feature Selection Methods	16
Novel Computational Linguistic Measures, Dialogue System and the Development of SOPHIE: Standardized Online Patient for Healthcare Interaction Education	16
Detecting Mental Disorders in Social Media Through Emotional Patterns - The Case of Anorexia and Depression	16
EmoBed: Strengthening Monomodal Emotion Recognition via Training with Crossmodal Emotion Embeddings	16