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A Novel Approach for EEG Electrode Selection in Automated Emotion Recognition Based on Lagged Poincare’s Indices and sLORETA
16 references·0 citing·41 second hop
A Novel Approach for EEG Electrode Selection in Automated Emotion Recognition Based on Lagged Poincare’s Indices and sLORETA (2019)A Novel Approach for EEG Electrode Select…Optimal Feature Selection and Deep Learning Ensembles Method for Emotion Recognition From Human Brain EEG Sensors (2017)Optimal Feature Selection and…Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition (2017)Hierarchical Convolutional Ne…An accurate emotion recognition system using ECG and GSR signals and matching pursuit method (2017)An accurate emotion recogniti…Multichannel EEG-Based Emotion Recognition via Group Sparse Canonical Correlation Analysis (2016)Multichannel EEG-Based Emotio…Human emotion recognition and analysis in response to audio music using brain signals (2016)Human emotion recognition and…Emotion recognition from EEG signals by using multivariate empirical mode decomposition (2016)Emotion recognition from EEG …An approach to EEG-based emotion recognition using combined feature extraction method (2016)An approach to EEG-based emot…Recognizing Emotions Induced by Affective Sounds through Heart Rate Variability (2015)Recognizing Emotions Induced …Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Investigating Critical Freque…Classification of human emotions from EEG signals using SVM and LDA Classifiers (2015)Classification of human emoti…Feature Extraction and Selection for Emotion Recognition from EEG (2014)Feature Extraction and Select…Emotional state classification from EEG data using machine learning approach (2013)Emotional state classificatio…DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …観察 SAM 自己評価マネキン 感情的反応の効果的な異文化間比較測定 (1995)観察 SAM 自己評価マネキン 感情的反応の効果的な異文化…Observations: SAM: The Self-Assessment Manikin An Efficient Cross-Cultural Measurement Of Emotional Response 1 (1995)Observations: SAM: The Self-A…A Direct Method of Nonparametric Measurement Selection (1971)A Direct Method of Nonparamet…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)A circumplex model of affect. (1980)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)International affective picture system (IAPS) : affective ratings of pictures and instruction manual (2005)EEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)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)Evidence for a three-factor theory of emotions (1977)The Varieties of Consumption Experience: Comparing Two Typologies of Emotion in Consumer Behavior (1986)Assessing the Role of Emotions as Mediators of Consumer Responses to Advertising (1987)Emotion Assessment: Arousal Evaluation Using EEG’s and Peripheral Physiological Signals (2006)Emotion Assessment From Physiological Signals for Adaptation of Game Difficulty (2011)Learning deep physiological models of affect (2013)Differential entropy feature for EEG-based emotion classification (2013)Phase-Locking Value Based Graph Convolutional Neural Networks for Emotion Recognition (2019)EEG-Based Emotion Classification Using a Deep Neural Network and Sparse Autoencoder (2020)Time–Frequency Representation and Convolutional Neural Network-Based Emotion Recognition (2020)EEG-Based Emotion Recognition in Music Listening (2010)Emotion recognition from multichannel EEG signals using K-nearest neighbor classification (2018)Subject independent emotion recognition from EEG using VMD and deep learning (2019)Comparison of different feature extraction methods for EEG-based emotion recognition (2020)The expression of the emotions in man and animals. (1872)Toward machine emotional intelligence: analysis of affective physiological state (2001)Human stress classification using EEG signals in response to music tracks (2019)Map projections: A working manual (1987)Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity (2019)EEG-based emotion recognition using 4D convolutional recurrent neural network (2020)Emotion recognition in EEG signals using deep learning methods: A review (2023)Feature selection methods and their combinations in high-dimensional classification of speaker likability, intelligibility and personality traits (2013)Selective deep features for micro-expression recognition (2016)Automatic driver sleepiness detection using EEG, EOG and contextual information (2018)
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References

  • 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
  • 2014Feature Extraction and Selection for Emotion Recognition from EEG1,086 cited
  • 1971A Direct Method of Nonparametric Measurement Selection851 cited
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  • 1995Observations: SAM: The Self-Assessment Manikin An Efficient Cross-Cultural Measurement Of Emotional Response 1436 cited
  • 2017Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition337 cited
  • 2016Multichannel EEG-Based Emotion Recognition via Group Sparse Canonical Correlation Analysis303 cited
  • 2016Emotion recognition from EEG signals by using multivariate empirical mode decomposition243 cited
  • 2016Human emotion recognition and analysis in response to audio music using brain signals223 cited
  • 2015Recognizing Emotions Induced by Affective Sounds through Heart Rate Variability220 cited
  • 2017Optimal Feature Selection and Deep Learning Ensembles Method for Emotion Recognition From Human Brain EEG Sensors213 cited
  • 1995観察 SAM 自己評価マネキン 感情的反応の効果的な異文化間比較測定185 cited
  • 2017An accurate emotion recognition system using ECG and GSR signals and matching pursuit method

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181 cited
  • 2016An approach to EEG-based emotion recognition using combined feature extraction method154 cited
  • 2015Classification of human emotions from EEG signals using SVM and LDA Classifiers144 cited
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