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Multimodal fusion framework: A multiresolution approach for emotion classification and recognition from physiological signals
16 references·16 citing·38 second hopsampled
Multimodal fusion framework: A multiresolution approach for emotion classification and recognition from physiological signals (2013)Multimodal fusion framework: A multiresol…Multimodal Emotion Recognition in Response to Videos (2011)Multimodal Emotion Recognitio…DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …A Multimodal Database for Affect Recognition and Implicit Tagging (2011)A Multimodal Database for Aff…Emotion recognition based on physiological changes in music listening (2008)Emotion recognition based on …The World of Emotions is not Two-Dimensional (2007)The World of Emotions is not …Web-Based Database for Facial Expression Analysis (2005)Web-Based Database for Facial…Detecting Stress During Real-World Driving Tasks Using Physiological Sensors (2005)Detecting Stress During Real-…Facial expression recognition from video sequences: temporal and static modeling (2003)Facial expression recognition…Emotion recognition in human-computer interaction (2001)Emotion recognition in human-…Language and the Politics of Emotion (1992)Language and the Politics of …Inferring psychological significance from physiological signals. (1990)Inferring psychological signi…Evolutionary explanations of emotions (1990)Evolutionary explanations of …Patterns of cognitive appraisal in emotion. (1985)Patterns of cognitive apprais…Cognitive, social, and physiological determinants of emotional state. (1962)Cognitive, social, and physio…The Principles of Psychology (1891)The Principles of PsychologyThe expression of the emotions in man and animals. (1872)The expression of the emotion…Review on Emotion Recognition Based on Electroencephalography (2021)Review on Emotion Recognition…EEG-based emotion recognition using tunable Q wavelet transform and rotation forest ensemble classifier (2021)EEG-based emotion recognition…Survey on AI-Based Multimodal Methods for Emotion Detection (2019)Survey on AI-Based Multimodal…Combining Facial Expressions and Electroencephalography to Enhance Emotion Recognition (2019)Combining Facial Expressions …Channel Selection Method for EEG Emotion Recognition Using Normalized Mutual Information (2019)Channel Selection Method for …A survey of emotion recognition methods with emphasis on E-Learning environments (2019)A survey of emotion recogniti…A Review, Current Challenges, and Future Possibilities on Emotion Recognition Using Machine Learning and Physiological Signals (2019)A Review, Current Challenges,…Human emotion recognition using deep belief network architecture (2018)Human emotion recognition usi…Frontal EEG Asymmetry and Middle Line Power Difference in Discrete Emotions (2018)Frontal EEG Asymmetry and Mid…Review and Classification of Emotion Recognition Based on EEG Brain-Computer Interface System Research: A Systematic Review (2017)Review and Classification of …Cross-Subject EEG Feature Selection for Emotion Recognition Using Transfer Recursive Feature Elimination (2017)Cross-Subject EEG Feature Sel…Mental stress assessment using simultaneous measurement of EEG and fNIRS (2016)Mental stress assessment usin…Emotion Recognition Using Multimodal Deep Learning (2016)Emotion Recognition Using Mul…An approach to EEG-based emotion recognition using combined feature extraction method (2016)An approach to EEG-based emot…Affect representation and recognition in 3D continuous valence–arousal–dominance space (2016)Affect representation and rec…Combining eye movements and EEG to enhance emotion recognition (2015)Combining eye movements and E…A circumplex model of affect. (1980)Measuring emotion: The self-assessment manikin and the semantic differential (1994)Affective Computing (1997)Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)Belief, Attitude, Intention and Behavior: An Introduction to Theory and Research (1975)Emotion And Adaptation (1991)Survey on speech emotion recognition: Features, classification schemes, and databases (2010)The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial and vocal expressions in North American English (2018)Handbook of Experimental Psychology (1952)A Theory of Social Comparison Processes (1954)Self-Perception Theory (1972)Emotion Work, Feeling Rules, and Social Structure (1979)Core affect and the psychological construction of emotion. (2003)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices (2017)Emotions Recognition Using EEG Signals: A Survey (2017)Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)The Repertoire of Nonverbal Behavior: Categories, Origins, Usage, and Coding (1969)The dynamic architecture of emotion: Evidence for the component process model (2009)Linguistic Inquiry and Word Count (LIWC) (2012)Facial Action Coding System (1978)Design Patterns: Elements of Reusable Object-Oriented Software (1994)Comprehensive database for facial expression analysis (2002)CREMA-D: Crowd-Sourced Emotional Multimodal Actors Dataset (2014)Going deeper in facial expression recognition using deep neural networks (2016)Occlusion Aware Facial Expression Recognition Using CNN With Attention Mechanism (2018)Coefficient Alpha and the Internal Structure of Tests (1951)Toward machine emotional intelligence: analysis of affective physiological state (2001)Introducing WESAD, a Multimodal Dataset for Wearable Stress and Affect Detection (2018)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)Attachment and Loss (1969)Emotional Intelligence (1990)Culture and the Self: Implications for Cognition, Emotion, and Motivation (1991)The Emerging Field of Emotion Regulation: An Integrative Review (1998)The Psychology of Interpersonal Relations. (1958)Social Capital, Intellectual Capital, and the Organizational Advantage (1998)
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References

  • 1891The Principles of Psychology25,772 cited
  • 1872The expression of the emotions in man and animals.12,119 cited
  • 1962Cognitive, social, and physiological determinants of emotional state.6,222 cited
  • 2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
  • 1985Patterns of cognitive appraisal in emotion.4,061 cited
  • 2001Emotion recognition in human-computer interaction2,601 cited
  • 2005Detecting Stress During Real-World Driving Tasks Using Physiological Sensors2,205 cited
  • 2011A Multimodal Database for Affect Recognition and Implicit Tagging1,664 cited
  • 2007The World of Emotions is not Two-Dimensional1,179 cited
  • 2005Web-Based Database for Facial Expression Analysis1,104 cited
  • 2008Emotion recognition based on physiological changes in music listening1,085 cited
  • 1990Evolutionary explanations of emotions884 cited
  • 2003Facial expression recognition from video sequences: temporal and static modeling874 cited
  • 2011Multimodal Emotion Recognition in Response to Videos723 cited
  • 1990Inferring psychological significance from physiological signals.635 cited

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1992
Language and the Politics of Emotion
623 cited

Cited by

  • 2019A Review, Current Challenges, and Future Possibilities on Emotion Recognition Using Machine Learning and Physiological Signals322 cited
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  • 2017Review and Classification of Emotion Recognition Based on EEG Brain-Computer Interface System Research: A Systematic Review301 cited
  • 2016Mental stress assessment using simultaneous measurement of EEG and fNIRS284 cited
  • 2015Combining eye movements and EEG to enhance emotion recognition185 cited
  • 2019A survey of emotion recognition methods with emphasis on E-Learning environments182 cited
  • 2021EEG-based emotion recognition using tunable Q wavelet transform and rotation forest ensemble classifier176 cited
  • 2021Review on Emotion Recognition Based on Electroencephalography161 cited
  • 2019Channel Selection Method for EEG Emotion Recognition Using Normalized Mutual Information158 cited
  • 2017Cross-Subject EEG Feature Selection for Emotion Recognition Using Transfer Recursive Feature Elimination155 cited
  • 2016An approach to EEG-based emotion recognition using combined feature extraction method154 cited
  • 2018Frontal EEG Asymmetry and Middle Line Power Difference in Discrete Emotions140 cited
  • 2019Survey on AI-Based Multimodal Methods for Emotion Detection137 cited
  • 2016Affect representation and recognition in 3D continuous valence–arousal–dominance space127 cited
  • 2019Combining Facial Expressions and Electroencephalography to Enhance Emotion Recognition124 cited