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Electroencephalogram Emotion Recognition Based on Dispersion Entropy Feature Extraction Using Random Oversampling Imbalanced Data Processing
16 references·1 citing·33 second hop
Electroencephalogram Emotion Recognition Based on Dispersion Entropy Feature Extraction Using Random Oversampling Imbalanced Data Processing (2021)Electroencephalogram Emotion Recognition …Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity (2019)Domain Adaptation for EEG Emo…Emotion recognition from multichannel EEG signals using K-nearest neighbor classification (2018)Emotion recognition from mult…Domain Adaptation Techniques for EEG-Based Emotion Recognition: A Comparative Study on Two Public Datasets (2018)Domain Adaptation Techniques …Cross-Subject Emotion Recognition Using Flexible Analytic Wavelet Transform From EEG Signals (2018)Cross-Subject Emotion Recogni…Amplitude- and Fluctuation-Based Dispersion Entropy (2018)Amplitude- and Fluctuation-Ba…Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)Identifying Stable Patterns o…Emotions Recognition Using EEG Signals: A Survey (2017)Emotions Recognition Using EE…Emotion Recognition from EEG Signals Using Multidimensional Information in EMD Domain (2017)Emotion Recognition from EEG …Dispersion Entropy: A Measure for Time-Series Analysis (2016)Dispersion Entropy: A Measure…Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Investigating Critical Freque…Weighted-permutation entropy: A complexity measure for time series incorporating amplitude information (2013)Weighted-permutation entropy:…Multimodal fusion framework: A multiresolution approach for emotion classification and recognition from physiological signals (2013)Multimodal fusion framework: …Permutation Entropy and Its Main Biomedical and Econophysics Applications: A Review (2012)Permutation Entropy and Its M…DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …Approximate entropy as a measure of system complexity. (1991)Approximate entropy as a meas…A circumplex model of affect. (1980)A circumplex model of affect.Novel multimodal emotion detection method using Electroencephalogram and Electrocardiogram signals (2024)Novel multimodal emotion dete…A revised version of the psychoticism scale (1985)Personality and Individual Differences (1985)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 Principles of Psychology (1891)Hedges: A Study in Meaning Criteria and the Logic of Fuzzy Concepts (1975)The robust beauty of improper linear models in decision making. (1979)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Culture and the Self: Implications for Cognition, Emotion, and Motivation (1991)Detecting dynamical changes in time series using the permutation entropy (2004)Visualising forecasting algorithm performance using time series instance spaces (2017)EntropyHub: An open-source toolkit for entropic time series analysis (2021)International affective picture system (IAPS) : affective ratings of pictures and instruction manual (2005)EEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention (2020)A systematic review on affective computing: emotion models, databases, and recent advances (2022)Toward machine emotional intelligence: analysis of affective physiological state (2001)EEG-Based BCI Emotion Recognition: A Survey (2020)Investigating the Use of Pretrained Convolutional Neural Network on Cross-Subject and Cross-Dataset EEG Emotion Recognition (2020)Emotion recognition based on EEG feature maps through deep learning network (2021)Measures of emotion: A review (2009)A Review of Emotion Recognition Using Physiological Signals (2018)EEG Based Emotion Recognition: A Tutorial and Review (2022)Measuring complexity using FuzzyEn, ApEn, and SampEn (2008)Electroencephalogram and electrocardiograph assessment of mental fatigue in a driving simulator (2011)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)Practical considerations of permutation entropy (2013)Complexity testing techniques for time series data: A comprehensive literature review (2015)Refined composite multivariate generalized multiscale fuzzy entropy: A tool for complexity analysis of multichannel signals (2016)
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References

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  • 2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
  • 2015Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks2,616 cited
  • 2017Emotions Recognition Using EEG Signals: A Survey1,199 cited
  • 2017Identifying Stable Patterns over Time for Emotion Recognition from EEG995 cited
  • 2016Dispersion Entropy: A Measure for Time-Series Analysis816 cited
  • 2012Permutation Entropy and Its Main Biomedical and Econophysics Applications: A Review637 cited
  • 2013Weighted-permutation entropy: A complexity measure for time series incorporating amplitude information453 cited
  • 2018Domain Adaptation Techniques for EEG-Based Emotion Recognition: A Comparative Study on Two Public Datasets359 cited
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  • 2018Cross-Subject Emotion Recognition Using Flexible Analytic Wavelet Transform From EEG Signals294 cited
  • 2019Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity292 cited
  • 2017Emotion Recognition from EEG Signals Using Multidimensional Information in EMD Domain

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285 cited
  • 2018Emotion recognition from multichannel EEG signals using K-nearest neighbor classification230 cited
  • 2018Amplitude- and Fluctuation-Based Dispersion Entropy210 cited
  • Cited by

    • 2024Novel multimodal emotion detection method using Electroencephalogram and Electrocardiogram signals42 cited