OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Affective Computing is 55. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-06-01 to 2025-06-01.)

Article	Citations
Effects of Computerized Emotional Training on Children with High Functioning Autism	841
Major Depressive Disorder Detection Using Graph Domain Adaptation With Global Message-Passing Based on EEG Signals	452
From EEG to Eye Movements: Cross-modal Emotion Recognition Using Constrained Adversarial Network with Dual Attention	437
Progressive Masking Oriented Self-Taught Learning for Occluded Facial Expression Recognition	290
Mechanoreceptive Aβ Primary Afferents Discriminate Naturalistic Social Touch Inputs at a Functionally Relevant Time Scale	264
Mouse-cursor Tracking: Simple Scoring Algorithms That Make It Work	203
Cost-Sensitive Boosting Pruning Trees for Depression Detection on Twitter	199
Perceived Conversation Quality in Spontaneous Interactions	197
Does Gamified Breath-Biofeedback Promote Adherence, Relaxation, and Skill Transfer in the Wild?	196
Fusing of Electroencephalogram and Eye Movement With Group Sparse Canonical Correlation Analysis for Anxiety Detection	176
Classifying Suicide-Related Content and Emotions on Twitter Using Graph Convolutional Neural Networks	166
A High-Quality Landmarked Infrared Eye Video Dataset (IREye4Task): Eye Behaviors, Insights and Benchmarks for Wearable Mental State Analysis	160
Towards Contrastive Context-Aware Conversational Emotion Recognition	148
Facial Expression Recognition Using a Temporal Ensemble of Multi-Level Convolutional Neural Networks	143
Vision Transformer With Attentive Pooling for Robust Facial Expression Recognition	138
ECPEC: Emotion-Cause Pair Extraction in Conversations	129
Automatic Estimation of Action Unit Intensities and Inference of Emotional Appraisals	124
The Acoustically Emotion-Aware Conversational Agent With Speech Emotion Recognition and Empathetic Responses	115
Sparse Emotion Dictionary and CWT Spectrogram Fusion With Multi-Head Self-Attention for Depression Recognition in Parkinson's Disease Patients	114
Smart Affect Monitoring With Wearables in the Wild: An Unobtrusive Mood-Aware Emotion Recognition System	108
EEG Microstates and fNIRS Metrics Reveal the Spatiotemporal Joint Neural Processing Features of Human Emotions	94
An Efficient Framework for Constructing Speech Emotion Corpus Based on Integrated Active Learning Strategies	92
Emotion Arousal Assessment Based on Multimodal Physiological Signals for Game Users	90
A Classification Framework for Depressive Episode Using R-R Intervals From Smartwatch	88
The Deep Method: Towards Computational Modeling of the Social Emotion Shame Driven by Theory, Introspection, and Social Signals	85

When is a Haptic Message Like an Inside Joke? Digitally Mediated Emotive Communication Builds on Shared History	84
Continuous Emotion Ambiguity Prediction: Modeling With Beta Distributions	82
Using Circular Models to Improve Music Emotion Recognition	81
Are 3D Face Shapes Expressive Enough for Recognising Continuous Emotions and Action Unit Intensities?	78
Enhancing Cross-Dataset EEG Emotion Recognition: A Novel Approach with Emotional EEG Style Transfer Network	78
Hierarchical Multiscale Recurrent Neural Networks for Detecting Suicide Notes	77
Automatic Detection of Reflective Thinking in Mathematical Problem Solving Based on Unconstrained Bodily Exploration	77
AM-ConvBLS: Adaptive Manifold Convolutional Broad Learning System for Cross-Session and Cross-Subject Emotion Recognition	76
Transformer-Based Self-Supervised Multimodal Representation Learning for Wearable Emotion Recognition	75
The Recognition of Multiple Anxiety Levels Based on Electroencephalograph	73
Facial Image-Based Automatic Assessment of Equine Pain	73
Subjective Fear in Virtual Reality: A Linear Mixed-Effects Analysis of Skin Conductance	72
Cluster-Level Contrastive Learning for Emotion Recognition in Conversations	71
Review on Psychological Stress Detection Using Biosignals	70
A Multi-Componential Approach to Emotion Recognition and the Effect of Personality	69
SparseDGCNN: Recognizing Emotion From Multichannel EEG Signals	68
UBFC-Phys: A Multimodal Database For Psychophysiological Studies of Social Stress	66
LGSNet: A Two-Stream Network for Micro- and Macro-Expression Spotting With Background Modeling	65
Learning Users Inner Thoughts and Emotion Changes for Social Media Based Suicide Risk Detection	65
TFAGL: A Novel Agent Graph Learning Method Using Time-Frequency EEG For Major Depressive Disorder Detection	64
Non-Invasive Measurement of Trust in Group Interactions	62
Improved Video Emotion Recognition With Alignment of CNN and Human Brain Representations	62
A Micro-Expression Recognition Network Based on Attention Mechanism and Motion Magnification	60
Leveraging the Deep Learning Paradigm for Continuous Affect Estimation from Facial Expressions	60
Effects of Algorithmic Transparency on User Experience and Physiological Responses in Affect-Aware Task Adaptation	59
Dynamic Confidence-Aware Multi-Modal Emotion Recognition	59
Towards Cyberbullying Detection: Building, Benchmarking and Longitudinal Analysis of Aggressiveness and Conflicts/Attacks Datasets from Twitter	59
Age Against the Machine: How Age Relates to Listeners' Ability to Recognize Emotions in Robots' Semantic-Free Utterances	58
An Enroll-to-Verify Approach for Cross-Task Unseen Emotion Class Recognition	58
SMIN: Semi-Supervised Multi-Modal Interaction Network for Conversational Emotion Recognition	56
SEED-VII: A Multimodal Dataset of Six Basic Emotions With Continuous Labels for Emotion Recognition	55