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Electromyogram signal based human emotion classification using KNN and LDA
9 references·0 citing·41 second hop
Electromyogram signal based human emotion classification using KNN and LDA (2011)Electromyogram signal based human emotion…Classification of human emotion from EEG using discrete wavelet transform (2010)Classification of human emoti…The Research on Emotion Recognition from ECG Signal (2009)The Research on Emotion Recog…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 …EEG feature extraction for classifying emotions using FCM and FKM (2008)EEG feature extraction for cl…Using Neural Network to Recognize Human Emotions from Heart Rate Variability and Skin Resistance (2005)Using Neural Network to Recog…Remarks on SVM-based emotion recognition from multi-modal bio-potential signals (2005)Remarks on SVM-based emotion …Emotion recognition system using short-term monitoring of physiological signals (2004)Emotion recognition system us…Emotion recognition in human-computer interaction (2001)Emotion recognition in human-…Toward machine emotional intelligence: analysis of affective physiological state (2001)Emotion recognition from physiological signals using wireless sensors for presence technologies (2004)Development of emotion recognition interface using complex EEG/ECG bio-signal for interactive contents (2016)1D Convolutional Autoencoder-Based PPG and GSR Signals for Real-Time Emotion Classification (2022)A systematic literature review of emotion recognition using EEG signals (2023)The expression of the emotions in man and animals. (1872)Belief, Attitude, Intention and Behavior: An Introduction to Theory and Research (1975)Emotion And Adaptation (1991)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)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)Affective Computing (1997)Recognising realistic emotions and affect in speech: State of the art and lessons learnt from the first challenge (2011)Review on Psychological Stress Detection Using Biosignals (2019)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)A circumplex model of affect. (1980)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)International Affective Picture System (IAPS) : Technical Manual and Affective Ratings (1995)Influence of contextual information in emotion annotation for spoken dialogue systems (2008)An Ensemble Learning Approach for Electrocardiogram Sensor Based Human Emotion Recognition (2019)Physiological Sensors Based Emotion Recognition While Experiencing Tactile Enhanced Multimedia (2020)Emotion Recognition in Speech Using Neural Networks (2000)Towards an EEG-based emotion recognizer for humanoid robots (2009)Investigating Patterns for Self-Induced Emotion Recognition from EEG Signals (2018)Machine learning for human emotion recognition: a comprehensive review (2024)From Physiological Signals to Emotions: Implementing and Comparing Selected Methods for Feature Extraction and Classification (2005)Emotion recognition from facial EMG signals using higher order statistics and principal component analysis (2013)EEG based emotion classification using “Correlation Based Subset Selection” (2018)Physiological Detection of Affective States in Children with Autism Spectrum Disorder (2018)Inferring psychological significance from physiological signals. (1990)A systems approach to appraisal mechanisms in emotion (2005)EEG-based emotion recognition approach for e-healthcare applications (2016)A Review on EEG Signals Based Emotion Recognition (2017)A Novel Multivariate-Multiscale Approach for Computing EEG Spectral and Temporal Complexity for Human Emotion Recognition (2020)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)
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References

  • 2001Emotion recognition in human-computer interaction2,601 cited
  • 2008Emotion recognition based on physiological changes in music listening1,085 cited
  • 2004Emotion recognition system using short-term monitoring of physiological signals942 cited
  • 2010Classification of human emotion from EEG using discrete wavelet transform436 cited
  • 2008EEG feature extraction for classifying emotions using FCM and FKM139 cited
  • 2009Hilbert-Huang transform based physiological signals analysis for emotion recognition109 cited
  • 2005Using Neural Network to Recognize Human Emotions from Heart Rate Variability and Skin Resistance106 cited
  • 2005Remarks on SVM-based emotion recognition from multi-modal bio-potential signals81 cited
  • 2009The Research on Emotion Recognition from ECG Signal77 cited

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