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EEG based emotion classification using “Correlation Based Subset Selection”
13 references·3 citing·46 second hop
EEG based emotion classification using “Correlation Based Subset Selection” (2018)EEG based emotion classification using “C…Classification of human emotions from EEG signals using SVM and LDA Classifiers (2015)Classification of human emoti…EEG-Based Emotion Recognition Using Deep Learning Network with Principal Component Based Covariate Shift Adaptation (2014)EEG-Based Emotion Recognition…Real‐Time EEG‐Based Happiness Detection System (2013)Real‐Time EEG‐Based Happiness…Emotional state classification from EEG data using machine learning approach (2013)Emotional state classificatio…EEG-based emotion estimation using Bayesian weighted-log-posterior function and perceptron convergence algorithm (2013)EEG-based emotion estimation …Classification of emotional states from electrocardiogram signals: a non-linear approach based on hurst (2013)Classification of emotional s…Evaluation of feature extraction techniques in emotional state recognition (2012)Evaluation of feature extract…Emotion Assessment From Physiological Signals for Adaptation of Game Difficulty (2011)Emotion Assessment From Physi…Classification of human emotion from EEG using discrete wavelet transform (2010)Classification of human emoti…Hilbert-Huang transform based physiological signals analysis for emotion recognition (2009)Hilbert-Huang transform based…Emotion recognition based on physiological changes in music listening (2008)Emotion recognition based on …Toward computers that recognize and respond to user emotion (2000)Toward computers that recogni…Measuring emotion: The self-assessment manikin and the semantic differential (1994)Measuring emotion: The self-a…A systematic literature review of emotion recognition using EEG signals (2023)A systematic literature revie…EEG Mental Stress Assessment Using Hybrid Multi-Domain Feature Sets of Functional Connectivity Network and Time-Frequency Features (2021)EEG Mental Stress Assessment …Emotion classification using flexible analytic wavelet transform for electroencephalogram signals (2018)Emotion classification using …A circumplex model of affect. 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(2005)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)Human emotion recognition and analysis in response to audio music using brain signals (2016)Phase-Locking Value Based Graph Convolutional Neural Networks for Emotion Recognition (2019)Subject independent emotion recognition from EEG using VMD and deep learning (2019)An argument for basic emotions (1992)International Affective Picture System (IAPS) : Technical Manual and Affective Ratings (1995)A Multi-Column CNN Model for Emotion Recognition from EEG Signals (2019)Differences first in asymmetric brain: A bi-hemisphere discrepancy convolutional neural network for EEG emotion recognition (2021)EEG-based emotion recognition using tunable Q wavelet transform and rotation forest ensemble classifier (2021)Emotion recognition using brain activity (2008)Emotion recognition based on EEG features in movie clips with channel selection (2017)EEG based emotion detection using fourth order spectral moment and deep learning (2021)Self‐training maximum classifier discrepancy for EEG emotion recognition (2023)Affective Computing (1997)Affective wearables (1997)Detecting Emotion from EEG Signals Using the Emotive Epoc Device (2012)Antecedents and effects of social network fatigue (2014)EEG-based emotion recognition: Review of commercial EEG devices and machine learning techniques (2021)Emotion recognition in human-computer interaction (2001)Classifying Different Emotional States by Means of EEG-Based Functional Connectivity Patterns (2014)Emotion Recognition from Multiband EEG Signals Using CapsNet (2019)Time–Frequency Representation and Convolutional Neural Network-Based Emotion Recognition (2020)Flow: the psychology of optimal experience (1990)Flow: The Psychology of Optimal Experience (1991)A review of the use of psychophysiological methods in game research (2011)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)The nature of emotion: Fundamental questions. (1994)EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention (2020)Comparing Recognition Performance and Robustness of Multimodal Deep Learning Models for Multimodal Emotion Recognition (2022)EEG Based Emotion Recognition: A Tutorial and Review (2022)The principles of psychology, Vol I. (1890)The Principles of Psychology (1891)EEG-Based Emotion Recognition in Music Listening (2010)Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)A Review of Emotion Recognition Using Physiological Signals (2018)A Multimodal Database for Affect Recognition and Implicit Tagging (2011)Recognition of emotions using multimodal physiological signals and an ensemble deep learning model (2016)Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition (2017)Real-Time Movie-Induced Discrete Emotion Recognition from EEG Signals (2017)The nature and measurement of meaning. 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References

  • 1994Measuring emotion: The self-assessment manikin and the semantic differential9,531 cited
  • 2008Emotion recognition based on physiological changes in music listening1,085 cited
  • 2013Emotional state classification from EEG data using machine learning approach757 cited
  • 2014EEG-Based Emotion Recognition Using Deep Learning Network with Principal Component Based Covariate Shift Adaptation486 cited
  • 2010Classification of human emotion from EEG using discrete wavelet transform436 cited
  • 2011Emotion Assessment From Physiological Signals for Adaptation of Game Difficulty402 cited
  • 2013Real‐Time EEG‐Based Happiness Detection System234 cited
  • 2000Toward computers that recognize and respond to user emotion222 cited
  • 2013EEG-based emotion estimation using Bayesian weighted-log-posterior function and perceptron convergence algorithm184 cited
  • 2015Classification of human emotions from EEG signals using SVM and LDA Classifiers144 cited
  • 2013Classification of emotional states from electrocardiogram signals: a non-linear approach based on hurst129 cited
  • 2009Hilbert-Huang transform based physiological signals analysis for emotion recognition109 cited
  • 2012Evaluation of feature extraction techniques in emotional state recognition92 cited

Cited by

  • 2023A systematic literature review of emotion recognition using EEG signals

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54 cited
  • 2021EEG Mental Stress Assessment Using Hybrid Multi-Domain Feature Sets of Functional Connectivity Network and Time-Frequency Features51 cited
  • 2018Emotion classification using flexible analytic wavelet transform for electroencephalogram signals49 cited