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EEG based automatic emotion recognition using EMD and Random forest classifier
11 references·0 citing·47 second hop
EEG based automatic emotion recognition using EMD and Random forest classifier (2019)EEG based automatic emotion recognition u…Cross-Subject Emotion Recognition Using Flexible Analytic Wavelet Transform From EEG Signals (2018)Cross-Subject Emotion Recogni…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…Differential entropy feature for EEG-based emotion classification (2013)Differential entropy feature …EEG-based emotion recognition during watching movies (2011)EEG-based emotion recognition…Emotion classification based on gamma-band EEG (2009)Emotion classification based …EEG feature extraction for classifying emotions using FCM and FKM (2008)EEG feature extraction for cl…A real-time automated system for the recognition of human facial expressions (2006)A real-time automated system …Prosody-based automatic detection of annoyance and frustration in human-computer dialog (2002)Prosody-based automatic detec…Computers that recognise and respond to user emotion: theoretical and practical implications (2002)Computers that recognise and …Emotion recognition in human-computer interaction (2001)Emotion recognition in human-…Recognizing emotion in speech (2002)Challenges in real-life emotion annotation and machine learning based detection (2005)The HUMAINE Database: Addressing the Collection and Annotation of Naturalistic and Induced Emotional Data (2007)A revised version of the psychoticism scale (1985)Personality and Individual Differences (1985)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks (2018)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)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)A Handbook of Child Psychology (1932)Emotional Intelligence (1990)Motivation and Personality (1997)Frustrating the user on purpose: a step toward building an affective computer (2002)Relational agents : effecting change through human-computer relationships (2003)Emotional Design in Digital Media for Learning (2016)What is an emotion? (2005)Basic Emotions, Natural Kinds, Emotion Schemas, and a New Paradigm (2007)Measures of emotion: A review (2009)EEG-Based BCI Emotion Recognition: A Survey (2020)Time–Frequency Representation and Convolutional Neural Network-Based Emotion Recognition (2020)Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition (2022)Measuring emotion: The self-assessment manikin and the semantic differential (1994)Toward machine emotional intelligence: analysis of affective physiological state (2001)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)Real-Time Movie-Induced Discrete Emotion Recognition from EEG Signals (2017)Human emotion recognition using deep belief network architecture (2018)An Efficient LSTM Network for Emotion Recognition From Multichannel EEG Signals (2020)A circumplex model of affect. (1980)EEG-based emotion classification using deep belief networks (2014)Exploring EEG Features in Cross-Subject Emotion Recognition (2018)Affective Computing (1997)Measuring facial expressions by computer image analysis (1999)Emotion and sociable humanoid robots (2003)Toward Emotion Recognition in Car-Racing Drivers: A Biosignal Processing Approach (2008)Emotion Recognition from Multi-Channel EEG through Parallel Convolutional Recurrent Neural Network (2018)MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion Recognition (2019)EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)Cross-Subject Multimodal Emotion Recognition Based on Hybrid Fusion (2020)Emotion Recognition From Multi-Channel EEG via Deep Forest (2020)Investigating the Use of Pretrained Convolutional Neural Network on Cross-Subject and Cross-Dataset EEG Emotion Recognition (2020)Emotions Recognition Using EEG Signals: A Survey (2017)Spatial–Temporal Recurrent Neural Network for Emotion Recognition (2018)A systematic review on affective computing: emotion models, databases, and recent advances (2022)
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References

  • 2015Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks2,616 cited
  • 2001Emotion recognition in human-computer interaction2,601 cited
  • 2013Differential entropy feature for EEG-based emotion classification1,215 cited
  • 2009Emotion classification based on gamma-band EEG413 cited
  • 2002Computers that recognise and respond to user emotion: theoretical and practical implications392 cited
  • 2002Prosody-based automatic detection of annoyance and frustration in human-computer dialog390 cited
  • 2011EEG-based emotion recognition during watching movies375 cited
  • 2006A real-time automated system for the recognition of human facial expressions355 cited
  • 2014Classifying Different Emotional States by Means of EEG-Based Functional Connectivity Patterns301 cited
  • 2018Cross-Subject Emotion Recognition Using Flexible Analytic Wavelet Transform From EEG Signals294 cited
  • 2008EEG feature extraction for classifying emotions using FCM and FKM139 cited

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