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Towards emotion recognition from electroencephalographic signals
9 references·16 citing·44 second hop
Towards emotion recognition from electroencephalographic signals (2009)Towards emotion recognition from electroe…Emotion Assessment: Arousal Evaluation Using EEG’s and Peripheral Physiological Signals (2006)Emotion Assessment: Arousal E…International affective picture system (IAPS) : affective ratings of pictures and instruction manual (2005)International affective pictu…Emotion Recognition Using Bio-sensors: First Steps towards an Automatic System (2004)Emotion Recognition Using Bio…Emotion recognition system using short-term monitoring of physiological signals (2004)Emotion recognition system us…Toward machine emotional intelligence: analysis of affective physiological state (2001)Toward machine emotional inte…The media equation: how people treat computers, television, and new media like real people and places (1997)The media equation: how peopl…Feature extraction from EEGs associated with emotions (1997)Feature extraction from EEGs …Affective wearables (1997)Affective wearablesMeasuring emotion: The self-assessment manikin and the semantic differential (1994)Measuring emotion: The self-a…Comprehensive Analysis of Feature Extraction Methods for Emotion Recognition from Multichannel EEG Recordings (2023)Comprehensive Analysis of Fea…A systematic review on automated human emotion recognition using electroencephalogram signals and artificial intelligence (2023)A systematic review on automa…Wavelet Analysis Based Classification of Emotion from EEG Signal (2019)Wavelet Analysis Based Classi…Fear Level Classification Based on Emotional Dimensions and Machine Learning Techniques (2019)Fear Level Classification Bas…EEG-Based Multi-Modal Emotion Recognition using Bag of Deep Features: An Optimal Feature Selection Approach (2019)EEG-Based Multi-Modal Emotion…EmotionSense: Emotion Recognition Based on Wearable Wristband (2018)EmotionSense: Emotion Recogni…PNN for EEG-based Emotion Recognition (2016)PNN for EEG-based Emotion Rec…Emotion Recognition from Single-Trial EEG Based on Kernel Fisher’s Emotion Pattern and Imbalanced Quasiconformal Kernel Support Vector Machine (2014)Emotion Recognition from Sing…EEG-based subject-dependent emotion recognition algorithm using fractal dimension (2014)EEG-based subject-dependent e…Discrete Wavelet Transform coefficients for emotion recognition from EEG signals (2012)Discrete Wavelet Transform co…Affective classification using Bayesian classifier and supervised learning (2012)Affective classification usin…Adaptive Emotional Information Retrieval From EEG Signals in the Time-Frequency Domain (2012)Adaptive Emotional Informatio…Towards wireless emotional valence detection from EEG (2011)Towards wireless emotional va…Real-time EEG-based emotion recognition for music therapy (2011)Real-time EEG-based emotion r…Emotion recognition method using entropy analysis of EEG signals (2011)Emotion recognition method us…Combining Spatial Filtering and Wavelet Transform for Classifying Human Emotions Using EEG Signals (2011)Combining Spatial Filtering a…Facial Action Coding System (1978)Affective Computing (1997)Measuring Emotions in the Consumption Experience (1997)Short-term emotion assessment in a recall paradigm (2009)Automatic, Dimensional and Continuous Emotion Recognition (2010)EEG-Based Emotion Recognition: A State-of-the-Art Review of Current Trends and Opportunities (2020)Emotion recognition in human-computer interaction (2001)A systems approach to appraisal mechanisms in emotion (2005)International Affective Picture System (2005)Classifying Different Emotional States by Means of EEG-Based Functional Connectivity Patterns (2014)Wavelet-based emotion recognition system using EEG signal (2016)Three dimensions of emotion. (1954)Human Emotions (1977)EEG-based automatic emotion recognition: Feature extraction, selection and classification methods (2016)Emotion Recognition Based on High-Resolution EEG Recordings and Reconstructed Brain Sources (2017)HetEmotionNet (2021)The James-Lange Theory of Emotions: A Critical Examination and an Alternative Theory (1927)Acoustic profiles in vocal emotion expression. (1996)Detecting Stress During Real-World Driving Tasks Using Physiological Sensors (2005)Measures of emotion: A review (2009)Survey on speech emotion recognition: Features, classification schemes, and databases (2010)The nature and measurement of meaning. (1952)The Measurement of Meaning (1957)A circumplex model of affect. (1980)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)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)Inferring psychological significance from physiological signals. (1990)Affective Computing for HCI (1999)Toward computers that recognize and respond to user emotion (2000)A machine learning model for emotion recognition from physiological signals (2019)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)Differential entropy feature for EEG-based emotion classification (2013)Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Deep BiLSTM neural network model for emotion detection using cross-dataset approach (2021)Learning DenseNet features from EEG based spectrograms for subject independent emotion recognition (2022)A comprehensive review of deep learning in EEG-based emotion recognition: classifications, trends, and practical implications (2024)Machines and Mindlessness: Social Responses to Computers (2000)The Limited Capacity Model of Mediated Message Processing (2000)Assessing Acceptance of Assistive Social Agent Technology by Older Adults: the Almere Model (2010)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)Dealing with feeling: A meta-analysis of the effectiveness of strategies derived from the process model of emotion regulation. 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this work references cited by second hop

References

  • 1994Measuring emotion: The self-assessment manikin and the semantic differential9,531 cited
  • 2005International affective picture system (IAPS) : affective ratings of pictures and instruction manual5,307 cited
  • 1997The media equation: how people treat computers, television, and new media like real people and places4,887 cited
  • 2001Toward machine emotional intelligence: analysis of affective physiological state2,334 cited
  • 2004Emotion recognition system using short-term monitoring of physiological signals942 cited
  • 2004Emotion Recognition Using Bio-sensors: First Steps towards an Automatic System451 cited
  • 2006Emotion Assessment: Arousal Evaluation Using EEG’s and Peripheral Physiological Signals385 cited
  • 1997Affective wearables292 cited
  • 1997Feature extraction from EEGs associated with emotions160 cited

Cited by

  • 2019EEG-Based Multi-Modal Emotion Recognition using Bag of Deep Features: An Optimal Feature Selection Approach105 cited
  • 2011Real-time EEG-based emotion recognition for music therapy104 cited
  • 2011Towards wireless emotional valence detection from EEG90 cited
  • 2011Emotion recognition method using entropy analysis of EEG signals90 cited
  • 2012Adaptive Emotional Information Retrieval From EEG Signals in the Time-Frequency Domain

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87 cited
  • 2019Fear Level Classification Based on Emotional Dimensions and Machine Learning Techniques87 cited
  • 2014EEG-based subject-dependent emotion recognition algorithm using fractal dimension86 cited
  • 2023A systematic review on automated human emotion recognition using electroencephalogram signals and artificial intelligence86 cited
  • 2012Affective classification using Bayesian classifier and supervised learning75 cited
  • 2023Comprehensive Analysis of Feature Extraction Methods for Emotion Recognition from Multichannel EEG Recordings73 cited
  • 2018EmotionSense: Emotion Recognition Based on Wearable Wristband72 cited
  • 2019Wavelet Analysis Based Classification of Emotion from EEG Signal63 cited
  • 2016PNN for EEG-based Emotion Recognition60 cited
  • 2012Discrete Wavelet Transform coefficients for emotion recognition from EEG signals58 cited
  • 2011Combining Spatial Filtering and Wavelet Transform for Classifying Human Emotions Using EEG Signals58 cited
  • 2014Emotion Recognition from Single-Trial EEG Based on Kernel Fisher’s Emotion Pattern and Imbalanced Quasiconformal Kernel Support Vector Machine49 cited