| # | Title | Journal | Year | Citations |
|---|
| 1 | DEAP: A Database for Emotion Analysis ;Using Physiological Signals | IEEE Transactions on Affective Computing | 2012 | 2,836 |
| 2 | Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications | IEEE Transactions on Affective Computing | 2010 | 1,207 |
| 3 | A Multimodal Database for Affect Recognition and Implicit Tagging | IEEE Transactions on Affective Computing | 2012 | 1,061 |
| 4 | The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research and Affective Computing | IEEE Transactions on Affective Computing | 2016 | 926 |
| 5 | AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild | IEEE Transactions on Affective Computing | 2019 | 898 |
| 6 | Feature Extraction and Selection for Emotion Recognition from EEG | IEEE Transactions on Affective Computing | 2014 | 697 |
| 7 | Deep Facial Expression Recognition: A Survey | IEEE Transactions on Affective Computing | 2022 | 603 |
| 8 | EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks | IEEE Transactions on Affective Computing | 2020 | 593 |
| 9 | Emotions Recognition Using EEG Signals: A Survey | IEEE Transactions on Affective Computing | 2019 | 575 |
| 10 | DISFA: A Spontaneous Facial Action Intensity Database | IEEE Transactions on Affective Computing | 2013 | 518 |
| 11 | Multimodal Emotion Recognition in Response to Videos | IEEE Transactions on Affective Computing | 2012 | 496 |
| 12 | Identifying Stable Patterns over Time for Emotion Recognition from EEG | IEEE Transactions on Affective Computing | 2019 | 477 |
| 13 | The SEMAINE Database: Annotated Multimodal Records of Emotionally Colored Conversations between a Person and a Limited Agent | IEEE Transactions on Affective Computing | 2012 | 459 |
| 14 | Affective Body Expression Perception and Recognition: A Survey | IEEE Transactions on Affective Computing | 2013 | 457 |
| 15 | Automatic facial expression recognition using features of salient facial patches | IEEE Transactions on Affective Computing | 2015 | 439 |
| 16 | The Faces of Engagement: Automatic Recognition of Student Engagementfrom Facial Expressions | IEEE Transactions on Affective Computing | 2014 | 428 |
| 17 | Analysis of EEG Signals and Facial Expressions for Continuous Emotion Detection | IEEE Transactions on Affective Computing | 2016 | 381 |
| 18 | A Survey of Personality Computing | IEEE Transactions on Affective Computing | 2014 | 368 |
| 19 | Continuous Prediction of Spontaneous Affect from Multiple Cues and Modalities in Valence-Arousal Space | IEEE Transactions on Affective Computing | 2011 | 357 |
| 20 | Interpersonal Synchrony: A Survey of Evaluation Methods across Disciplines | IEEE Transactions on Affective Computing | 2012 | 345 |
| 21 | ECG Pattern Analysis for Emotion Detection | IEEE Transactions on Affective Computing | 2012 | 331 |
| 22 | SAMM: A Spontaneous Micro-Facial Movement Dataset | IEEE Transactions on Affective Computing | 2018 | 330 |
| 23 | CREMA-D: Crowd-Sourced Emotional Multimodal Actors Dataset | IEEE Transactions on Affective Computing | 2014 | 323 |
| 24 | Experience-Driven Procedural Content Generation | IEEE Transactions on Affective Computing | 2011 | 302 |
| 25 | A Main Directional Mean Optical Flow Feature for Spontaneous Micro-Expression Recognition | IEEE Transactions on Affective Computing | 2016 | 298 |
| 26 | Speech Emotion Recognition Using Fourier Parameters | IEEE Transactions on Affective Computing | 2015 | 297 |
| 27 | ASCERTAIN: Emotion and Personality Recognition Using Commercial Sensors | IEEE Transactions on Affective Computing | 2018 | 295 |
| 28 | Bridging the Gap between Social Animal and Unsocial Machine: A Survey of Social Signal Processing | IEEE Transactions on Affective Computing | 2012 | 292 |
| 29 | Cross-Corpus Acoustic Emotion Recognition: Variances and Strategies | IEEE Transactions on Affective Computing | 2010 | 290 |
| 30 | AMIGOS: A Dataset for Affect, Personality and Mood Research on Individuals and Groups | IEEE Transactions on Affective Computing | 2021 | 264 |
| 31 | Review on Psychological Stress Detection Using Biosignals | IEEE Transactions on Affective Computing | 2022 | 263 |
| 32 | Towards Reading Hidden Emotions: A Comparative Study of Spontaneous Micro-Expression Spotting and Recognition Methods | IEEE Transactions on Affective Computing | 2018 | 241 |
| 33 | EEG-Based Emotion Recognition Using Regularized Graph Neural Networks | IEEE Transactions on Affective Computing | 2022 | 240 |
| 34 | DECAF: MEG-Based Multimodal Database for Decoding Affective Physiological Responses | IEEE Transactions on Affective Computing | 2015 | 236 |
| 35 | Are They Different? Affect, Feeling, Emotion, Sentiment, and Opinion Detection in Text | IEEE Transactions on Affective Computing | 2014 | 235 |
| 36 | Real-Time Movie-Induced Discrete Emotion Recognition from EEG Signals | IEEE Transactions on Affective Computing | 2018 | 216 |
| 37 | Automated Detection of Engagement Using Video-Based Estimation of Facial Expressions and Heart Rate | IEEE Transactions on Affective Computing | 2017 | 212 |
| 38 | LIRIS-ACCEDE: A Video Database for Affective Content Analysis | IEEE Transactions on Affective Computing | 2015 | 206 |
| 39 | Survey on Emotional Body Gesture Recognition | IEEE Transactions on Affective Computing | 2021 | 205 |
| 40 | Emotion Recognition from Brain Signals Using Hybrid Adaptive Filtering and Higher Order Crossings Analysis | IEEE Transactions on Affective Computing | 2010 | 203 |
| 41 | Facial Expression Recognition Using Facial Movement Features | IEEE Transactions on Affective Computing | 2011 | 195 |
| 42 | MSP-IMPROV: An Acted Corpus of Dyadic Interactions to Study Emotion Perception | IEEE Transactions on Affective Computing | 2017 | 192 |
| 43 | The Role of Nonlinear Dynamics in Affective Valence and Arousal Recognition | IEEE Transactions on Affective Computing | 2012 | 186 |
| 44 | Microexpression Identification and Categorization Using a Facial Dynamics Map | IEEE Transactions on Affective Computing | 2017 | 185 |
| 45 | Affective Computing: From Laughter to IEEE | IEEE Transactions on Affective Computing | 2010 | 176 |
| 46 | GCB-Net: Graph Convolutional Broad Network and Its Application in Emotion Recognition | IEEE Transactions on Affective Computing | 2022 | 175 |
| 47 | Detecting Depression Severity from Vocal Prosody | IEEE Transactions on Affective Computing | 2013 | 173 |
| 48 | EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention | IEEE Transactions on Affective Computing | 2023 | 168 |
| 49 | Facial Expression Recognition in the Encrypted Domain Based on Local Fisher Discriminant Analysis | IEEE Transactions on Affective Computing | 2013 | 167 |
| 50 | Toward a Minimal Representation of Affective Gestures | IEEE Transactions on Affective Computing | 2011 | 164 |
