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Emotion recognition based on fusion of long short-term memory networks and SVMs
15 references·0 citing·46 second hop
Emotion recognition based on fusion of long short-term memory networks and SVMs (2021)Emotion recognition based on fusion of lo…SparseDGCNN: Recognizing Emotion From Multichannel EEG Signals (2021)SparseDGCNN: Recognizing Emot…Emotion Recognition From Multi-Channel EEG Signals by Exploiting the Deep Belief-Conditional Random Field Framework (2020)Emotion Recognition From Mult…EEG emotion recognition model based on the LIBSVM classifier (2020)EEG emotion recognition model…Emotion recognition using empirical mode decomposition and approximation entropy (2018)Emotion recognition using emp…Emotion recognition based on time–frequency distribution of EEG signals using multivariate synchrosqueezing transform (2018)Emotion recognition based on …Electroencephalography Based Fusion Two-Dimensional (2D)-Convolution Neural Networks (CNN) Model for Emotion Recognition System (2018)Electroencephalography Based …Conditional convolution neural network enhanced random forest for facial expression recognition (2018)Conditional convolution neura…DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices (2017)DREAMER: A Database for Emoti…Automatic ECG-Based Emotion Recognition in Music Listening (2017)Automatic ECG-Based Emotion R…Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Investigating Critical Freque…EEG-based emotion classification using deep belief networks (2014)EEG-based emotion classificat…Multimodal Emotion Recognition in Response to Videos (2011)Multimodal Emotion Recognitio…EEG-based emotion recognition during watching movies (2011)EEG-based emotion recognition…A Multimodal Database for Affect Recognition and Implicit Tagging (2011)A Multimodal Database for Aff…Investigating Causal Relations by Econometric Models and Cross-spectral Methods (1969)Investigating Causal Relation…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)EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications (2010)Differential entropy feature for EEG-based emotion classification (2013)Emotional state classification from EEG data using machine learning approach (2013)A Review, Current Challenges, and Future Possibilities on Emotion Recognition Using Machine Learning and Physiological Signals (2019)Emotion Recognition from Multiband EEG Signals Using CapsNet (2019)Time–Frequency Representation and Convolutional Neural Network-Based Emotion Recognition (2020)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 Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)Emotions Recognition Using EEG Signals: A Survey (2017)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)The Cognitive Structure of Emotions (1988)A Review and Meta-Analysis of Multimodal Affect Detection Systems (2015)Analysis of EEG Signals and Facial Expressions for Continuous Emotion Detection (2015)Human Emotion Recognition: Review of Sensors and Methods (2020)A circumplex model of affect. (1980)EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention (2020)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)A systematic review on affective computing: emotion models, databases, and recent advances (2022)An argument for basic emotions (1992)EEG-based emotion recognition using 4D convolutional recurrent neural network (2020)Emotion Recognition From Multimodal Physiological Signals Using a Regularized Deep Fusion of Kernel Machine (2020)Emotion recognition in EEG signals using deep learning methods: A review (2023)Going deeper in facial expression recognition using deep neural networks (2016)Recognition of emotions using multimodal physiological signals and an ensemble deep learning model (2016)Advances in Multimodal Emotion Recognition Based on Brain–Computer Interfaces (2020)Review on Emotion Recognition Based on Electroencephalography (2021)Emotion recognition from EEG based on multi-task learning with capsule network and attention mechanism (2022)International affective picture system (IAPS) : affective ratings of pictures and instruction manual (2005)A Dual-Branch Dynamic Graph Convolution Based Adaptive TransFormer Feature Fusion Network for EEG Emotion Recognition (2022)EEG-Based Emotion Recognition Using Spatial-Temporal Graph Convolutional LSTM With Attention Mechanism (2022)GANSER: A Self-Supervised Data Augmentation Framework for EEG-Based Emotion Recognition (2022)Oil and the Macroeconomy since World War II (1983)Giving Content to Investor Sentiment: The Role of Media in the Stock Market (2007)Testing for Granger non-causality in heterogeneous panels (2012)
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References

  • 1969Investigating Causal Relations by Econometric Models and Cross-spectral Methods22,971 cited
  • 2015Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks2,616 cited
  • 2011A Multimodal Database for Affect Recognition and Implicit Tagging1,664 cited
  • 2017DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices1,130 cited
  • 2011Multimodal Emotion Recognition in Response to Videos723 cited
  • 2011EEG-based emotion recognition during watching movies375 cited
  • 2014EEG-based emotion classification using deep belief networks367 cited
  • 2017Automatic ECG-Based Emotion Recognition in Music Listening259 cited
  • 2018Electroencephalography Based Fusion Two-Dimensional (2D)-Convolution Neural Networks (CNN) Model for Emotion Recognition System206 cited
  • 2021SparseDGCNN: Recognizing Emotion From Multichannel EEG Signals185 cited
  • 2018Emotion recognition based on time–frequency distribution of EEG signals using multivariate synchrosqueezing transform96 cited
  • 2020EEG emotion recognition model based on the LIBSVM classifier95 cited
  • 2018Conditional convolution neural network enhanced random forest for facial expression recognition93 cited
  • 2018Emotion recognition using empirical mode decomposition and approximation entropy

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83 cited
  • 2020Emotion Recognition From Multi-Channel EEG Signals by Exploiting the Deep Belief-Conditional Random Field Framework60 cited
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