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Multi-method Fusion of Cross-Subject Emotion Recognition Based on High-Dimensional EEG Features
16 references·12 citing·40 second hop
Multi-method Fusion of Cross-Subject Emotion Recognition Based on High-Dimensional EEG Features (2019)Multi-method Fusion of Cross-Subject Emot…Multisource Transfer Learning for Cross-Subject EEG Emotion Recognition (2019)Multisource Transfer Learning…Exploring EEG Features in Cross-Subject Emotion Recognition (2018)Exploring EEG Features in Cro…EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)EmotionMeter: A Multimodal Fr…EEG-based workers' stress recognition at construction sites (2018)EEG-based workers' stress rec…Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Investigating Critical Freque…Classifying Different Emotional States by Means of EEG-Based Functional Connectivity Patterns (2014)Classifying Different Emotion…Physiological signals based human emotion Recognition: a review (2011)Physiological signals based h…Emotion Assessment From Physiological Signals for Adaptation of Game Difficulty (2011)Emotion Assessment From Physi…EEG-based emotion recognition during watching movies (2011)EEG-based emotion recognition…DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …Emotion recognition based on physiological changes in music listening (2008)Emotion recognition based on …A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)A Survey of Affect Recognitio…Toward machine emotional intelligence: analysis of affective physiological state (2001)Toward machine emotional inte…Emotion in the Workplace: A Reappraisal (1995)Emotion in the Workplace: A R…A circumplex model of affect. (1980)A circumplex model of affect.The Emotions: Facts, Theories and a New Model (1964)The Emotions: Facts, Theories…Toward cross-subject and cross-session generalization in EEG-based emotion recognition: Systematic review, taxonomy, and methods (2024)Toward cross-subject and cros…Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-Based Emotion Recognition (2024)Semi-Supervised Dual-Stream S…Research Progress of EEG-Based Emotion Recognition: A Survey (2024)Research Progress of EEG-Base…Multi-source domain adaptation with spatio-temporal feature extractor for EEG emotion recognition (2023)Multi-source domain adaptatio…MTLFuseNet: A novel emotion recognition model based on deep latent feature fusion of EEG signals and multi-task learning (2023)MTLFuseNet: A novel emotion r…Emotion recognition framework using multiple modalities for an effective human–computer interaction (2023)Emotion recognition framework…EEG-based cross-subject emotion recognition using multi-source domain transfer learning (2023)EEG-based cross-subject emoti…Learning DenseNet features from EEG based spectrograms for subject independent emotion recognition (2022)Learning DenseNet features fr…Deep Learning Model With Adaptive Regularization for EEG-Based Emotion Recognition Using Temporal and Frequency Features (2022)Deep Learning Model With Adap…EEG-based detection of emotional valence towards a reproducible measurement of emotions (2021)EEG-based detection of emotio…Cross-Subject EEG-Based Emotion Recognition Through Neural Networks With Stratified Normalization (2021)Cross-Subject EEG-Based Emoti…Physiological-signal-based emotion recognition: An odyssey from methodology to philosophy (2020)Physiological-signal-based em…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)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 James-Lange Theory of Emotions: A Critical Examination and an Alternative Theory (1927)Acoustic profiles in vocal emotion expression. 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(2008)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)Culture and the Self: Implications for Cognition, Emotion, and Motivation (1991)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)Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications (2010)Deep Facial Expression Recognition: A Survey (2020)The principles of psychology, Vol I. (1890)Emotion recognition in human-computer interaction (2001)EEG-Based Emotion Recognition in Music Listening (2010)A Review of Emotion Recognition Using Physiological Signals (2018)EMOTIONS: A COGNITIVE–PHENOMENOLOGICAL ANALYSIS (1980)How Many Emotions Are There? 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References

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  • 2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
  • 2008A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions2,797 cited
  • 2015Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks2,616 cited
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  • 2011Physiological signals based human emotion Recognition: a review348 cited
  • 2018EEG-based workers' stress recognition at construction sites

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340 cited
  • 2014Classifying Different Emotional States by Means of EEG-Based Functional Connectivity Patterns301 cited
  • Cited by

    • 2021Cross-Subject EEG-Based Emotion Recognition Through Neural Networks With Stratified Normalization85 cited
    • 2023EEG-based cross-subject emotion recognition using multi-source domain transfer learning80 cited
    • 2020Physiological-signal-based emotion recognition: An odyssey from methodology to philosophy78 cited
    • 2022Learning DenseNet features from EEG based spectrograms for subject independent emotion recognition70 cited
    • 2024Research Progress of EEG-Based Emotion Recognition: A Survey67 cited
    • 2021EEG-based detection of emotional valence towards a reproducible measurement of emotions66 cited
    • 2023Multi-source domain adaptation with spatio-temporal feature extractor for EEG emotion recognition66 cited
    • 2023MTLFuseNet: A novel emotion recognition model based on deep latent feature fusion of EEG signals and multi-task learning65 cited
    • 2023Emotion recognition framework using multiple modalities for an effective human–computer interaction64 cited
    • 2024Toward cross-subject and cross-session generalization in EEG-based emotion recognition: Systematic review, taxonomy, and methods61 cited
    • 2022Deep Learning Model With Adaptive Regularization for EEG-Based Emotion Recognition Using Temporal and Frequency Features56 cited
    • 2024Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-Based Emotion Recognition55 cited