OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Affective Computing is 59. 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 2021-10-01 to 2025-10-01.)

Article	Citations
CAETFN: Context Adaptively Enhanced Text-Guided Fusion Network for Multimodal Sentiment Analysis	954
ATTSF-Net: Attention-based Similarity Fusion Network for Audio-Visual Emotion Recognition	522
A High-Quality Landmarked Infrared Eye Video Dataset (IREye4Task): Eye Behaviors, Insights and Benchmarks for Wearable Mental State Analysis	486
Towards Contrastive Context-Aware Conversational Emotion Recognition	337
The Acoustically Emotion-Aware Conversational Agent With Speech Emotion Recognition and Empathetic Responses	279
From EEG to Eye Movements: Cross-Modal Emotion Recognition Using Constrained Adversarial Network With Dual Attention	233
Mouse-Cursor Tracking: Simple Scoring Algorithms That Make it Work	230
Major Depressive Disorder Detection Using Graph Domain Adaptation With Global Message-Passing Based on EEG Signals	227
Progressive Masking Oriented Self-Taught Learning for Occluded Facial Expression Recognition	225
Classifying Suicide-Related Content and Emotions on Twitter Using Graph Convolutional Neural Networks	199
Facial Expression Recognition Using a Temporal Ensemble of Multi-Level Convolutional Neural Networks	198
Automatic Estimation of Action Unit Intensities and Inference of Emotional Appraisals	173
CausalSymptom: Learning Causal Disentangled Representation for Depression Severity Estimation on Transcribed Clinical Interviews	172
Cost-Sensitive Boosting Pruning Trees for Depression Detection on Twitter	165
Vision Transformer With Attentive Pooling for Robust Facial Expression Recognition	152
Mechanoreceptive Aβ Primary Afferents Discriminate Naturalistic Social Touch Inputs at a Functionally Relevant Time Scale	142
ECPEC: Emotion-Cause Pair Extraction in Conversations	142
Perceived Conversation Quality in Spontaneous Interactions	132
Does Gamified Breath-Biofeedback Promote Adherence, Relaxation, and Skill Transfer in the Wild?	127
Sparse Emotion Dictionary and CWT Spectrogram Fusion With Multi-Head Self-Attention for Depression Recognition in Parkinson's Disease Patients	122
DGC-Link: Dual-Gate Chebyshev Linkage Network on EEG Emotion Recognition	111
Fusing of Electroencephalogram and Eye Movement With Group Sparse Canonical Correlation Analysis for Anxiety Detection	107
Effects of Computerized Emotional Training on Children with High Functioning Autism	106
Smart Affect Monitoring With Wearables in the Wild: An Unobtrusive Mood-Aware Emotion Recognition System	106
Analyzing Emotions and Engagement During Cognitive Stimulation Group Training with the Pepper Robot	105

Hierarchical Multiscale Recurrent Neural Networks for Detecting Suicide Notes	104
Automatic Detection of Reflective Thinking in Mathematical Problem Solving Based on Unconstrained Bodily Exploration	99
AM-ConvBLS: Adaptive Manifold Convolutional Broad Learning System for Cross-Session and Cross-Subject Emotion Recognition	97
PainFormer: a Vision Foundation Model for Automatic Pain Assessment	92
Enhancing Cross-Dataset EEG Emotion Recognition: A Novel Approach With Emotional EEG Style Transfer Network	92
Brain-Machine Enhanced Intelligence for Semi-Supervised Facial Emotion Recognition	92
Subjective Fear in Virtual Reality: A Linear Mixed-Effects Analysis of Skin Conductance	91
When is a Haptic Message Like an Inside Joke? Digitally Mediated Emotive Communication Builds on Shared History	89
The Deep Method: Towards Computational Modeling of the Social Emotion Shame Driven by Theory, Introspection, and Social Signals	85
Emotion Arousal Assessment Based on Multimodal Physiological Signals for Game Users	84
An Efficient Framework for Constructing Speech Emotion Corpus Based on Integrated Active Learning Strategies	84
Continuous Emotion Ambiguity Prediction: Modeling With Beta Distributions	84
A Classification Framework for Depressive Episode Using R-R Intervals From Smartwatch	84
MPRNet: a Temporal-Aware Cross-Modal Encoding Framework for Personality Recognition	82
The Diagnosis Method of Major Depressive Disorder Using Wavelet Coherence and State-Pathology Separation Network	80
Facial Image-Based Automatic Assessment of Equine Pain	79
A Multi-Componential Approach to Emotion Recognition and the Effect of Personality	78
EEG Microstates and fNIRS Metrics Reveal the Spatiotemporal Joint Neural Processing Features of Human Emotions	78
Cluster-Level Contrastive Learning for Emotion Recognition in Conversations	78
Transformer-Based Self-Supervised Multimodal Representation Learning for Wearable Emotion Recognition	77
Learning Users Inner Thoughts and Emotion Changes for Social Media Based Suicide Risk Detection	77
SparseDGCNN: Recognizing Emotion From Multichannel EEG Signals	74
The Recognition of Multiple Anxiety Levels Based on Electroencephalograph	73
UBFC-Phys: A Multimodal Database For Psychophysiological Studies of Social Stress	72
Review on Psychological Stress Detection Using Biosignals	71
Are 3D Face Shapes Expressive Enough for Recognising Continuous Emotions and Action Unit Intensities?	69
GHA: A Gated Hierarchical Attention Mechanism for the Detection of Abusive Language in Social Media	66
Computation of Sensory-Affective Relationships Depending on Material Categories of Pictorial Stimuli	66
Improved Video Emotion Recognition With Alignment of CNN and Human Brain Representations	64
Effects of Algorithmic Transparency on User Experience and Physiological Responses in Affect-Aware Task Adaptation	63
A Micro-Expression Recognition Network Based on Attention Mechanism and Motion Magnification	62
Towards Cyberbullying Detection: Building, Benchmarking and Longitudinal Analysis of Aggressiveness and Conflicts/Attacks Datasets From Twitter	61
TFAGL: A Novel Agent Graph Learning Method Using Time-Frequency EEG for Major Depressive Disorder Detection	60
Leveraging the Deep Learning Paradigm for Continuous Affect Estimation from Facial Expressions	59
miMamba: EEG-based Emotion Recognition with Multi-scale Inverted Mamba Models	59