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Wavelet based machine learning models for classification of human emotions using EEG signal
16 references·0 citing·46 second hopsampled
Wavelet based machine learning models for classification of human emotions using EEG signal (2022)Wavelet based machine learning models for…Comparison of different feature extraction methods for EEG-based emotion recognition (2020)Comparison of different featu…Employing PCA and t-statistical approach for feature extraction and classification of emotion from multichannel EEG signal (2019)Employing PCA and t-statistic…An EEG-Based Brain Computer Interface for Emotion Recognition and Its Application in Patients with Disorder of Consciousness (2019)An EEG-Based Brain Computer I…Accurate EEG-Based Emotion Recognition on Combined Features Using Deep Convolutional Neural Networks (2019)Accurate EEG-Based Emotion Re…Human emotion recognition and analysis in response to audio music using brain signals (2016)Human emotion recognition and…Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Investigating Critical Freque…Multimodal Emotion Recognition in Response to Videos (2011)Multimodal Emotion Recognitio…Emotion Assessment From Physiological Signals for Adaptation of Game Difficulty (2011)Emotion Assessment From Physi…DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …On the Classification of Emotional Biosignals Evoked While Viewing Affective Pictures: An Integrated Data-Mining-Based Approach for Healthcare Applications (2010)On the Classification of Emot…Toward Emotion Recognition in Car-Racing Drivers: A Biosignal Processing Approach (2008)Toward Emotion Recognition in…What are emotions? And how can they be measured? (2005)What are emotions? And how ca…Affective computing: challenges (2003)Affective computing: challeng…A circumplex model of affect. (1980)A circumplex model of affect.Affective space is bipolar. (1979)Affective space is bipolar.Constants across cultures in the face and emotion. (1971)Constants across cultures in …A revised version of the psychoticism scale (1985)Personality and Individual Differences (1985)Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks (2018)EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)Measuring emotion: The self-assessment manikin and the semantic differential (1994)Affective Computing (1997)A Multimodal Database for Affect Recognition and Implicit Tagging (2011)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)The expression of the emotions in man and animals. (1872)Pan-Cultural Elements in Facial Displays of Emotion (1969)The Repertoire of Nonverbal Behavior: Categories, Origins, Usage, and Coding (1969)Patterns of cognitive appraisal in emotion. (1985)What's basic about basic emotions? (1990)On the universality and cultural specificity of emotion recognition: A meta-analysis. (2002)Positive affect and decision making. (1993)Toward machine emotional intelligence: analysis of affective physiological state (2001)Multimodal human–computer interaction: A survey (2007)Fundamentals of physiological computing (2008)Human Emotion Recognition: Review of Sensors and Methods (2020)Coefficient Alpha and the Internal Structure of Tests (1951)The Measurement of Meaning (1957)Manual for the State-Trait Anxiety Inventory (1970)Toward a consensual structure of mood. (1985)Emotion And Adaptation (1991)The World of Emotions is not Two-Dimensional (2007)The dynamic architecture of emotion: Evidence for the component process model (2009)Into the unknown: A review and synthesis of contemporary models involving uncertainty (2016)Flow: the psychology of optimal experience (1990)Flow: The Psychology of Optimal Experience (1991)Challenging games help students learn: An empirical study on engagement, flow and immersion in game-based learning (2015)Review and Classification of Emotion Recognition Based on EEG Brain-Computer Interface System Research: A Systematic Review (2017)Exploring EEG Features in Cross-Subject Emotion Recognition (2018)International Affective Picture System (IAPS) : Technical Manual and Affective Ratings (1995)Toward Emotion Aware Computing: An Integrated Approach Using Multichannel Neurophysiological Recordings and Affective Visual Stimuli (2010)The Role of Nonlinear Dynamics in Affective Valence and Arousal Recognition (2011)A Review, Current Challenges, and Future Possibilities on Emotion Recognition Using Machine Learning and Physiological Signals (2019)The Principles of Psychology (1891)The Psychology of Interpersonal Relations. (1958)Culture and the Self: Implications for Cognition, Emotion, and Motivation (1991)THE PSYCHOLOGY OF PERSONAL CONSTRUCTS (2010)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)The Cognitive Structure of Emotions (1988)A Review and Meta-Analysis of Multimodal Affect Detection Systems (2015)Analysis of EEG Signals and Facial Expressions for Continuous Emotion Detection (2015)
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References

  • 1980A circumplex model of affect.17,317 cited
  • 1971Constants across cultures in the face and emotion.5,823 cited
  • 2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
  • 2005What are emotions? And how can they be measured?4,737 cited
  • 2015Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks2,616 cited
  • 2003Affective computing: challenges978 cited
  • 1979Affective space is bipolar.857 cited
  • 2011Multimodal Emotion Recognition in Response to Videos723 cited
  • 2011Emotion Assessment From Physiological Signals for Adaptation of Game Difficulty402 cited
  • 2008Toward Emotion Recognition in Car-Racing Drivers: A Biosignal Processing Approach335 cited
  • 2019Accurate EEG-Based Emotion Recognition on Combined Features Using Deep Convolutional Neural Networks249 cited
  • 2016Human emotion recognition and analysis in response to audio music using brain signals223 cited
  • 2020Comparison of different feature extraction methods for EEG-based emotion recognition209 cited
  • 2019An EEG-Based Brain Computer Interface for Emotion Recognition and Its Application in Patients with Disorder of Consciousness185 cited
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Employing PCA and t-statistical approach for feature extraction and classification of emotion from multichannel EEG signal
175 cited
  • 2010On the Classification of Emotional Biosignals Evoked While Viewing Affective Pictures: An Integrated Data-Mining-Based Approach for Healthcare Applications166 cited
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