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Enhanced multimodal emotion recognition in healthcare analytics: A deep learning based model-level fusion approach
16 references·0 citing·41 second hopsampled
Enhanced multimodal emotion recognition in healthcare analytics: A deep learning based model-level fusion approach (2024)Enhanced multimodal emotion recognition i…Facial expression and body gesture emotion recognition: A systematic review on the use of visual data in affective computing (2023)Facial expression and body ge…Emotion recognition from unimodal to multimodal analysis: A review (2023)Emotion recognition from unim…Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations (2023)Emotion recognition and artif…Emotional Well-Being: What It Is and Why It Matters (2022)Emotional Well-Being: What It…Deep Learning-Based Approach for Emotion Recognition Using Electroencephalography (EEG) Signals Using Bi-Directional Long Short-Term Memory (Bi-LSTM) (2022)Deep Learning-Based Approach …Automated emotion recognition: Current trends and future perspectives (2022)Automated emotion recognition…A systematic review on affective computing: emotion models, databases, and recent advances (2022)A systematic review on affect…Emotion Recognition From EEG Signal Focusing on Deep Learning and Shallow Learning Techniques (2021)Emotion Recognition From EEG …Deep learning-based facial emotion recognition for human–computer interaction applications (2021)Deep learning-based facial em…A survey on facial emotion recognition techniques: A state-of-the-art literature review (2021)A survey on facial emotion re…Speech emotion recognition with deep convolutional neural networks (2020)Speech emotion recognition wi…Human Emotion Recognition: Review of Sensors and Methods (2020)Human Emotion Recognition: Re…Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)Emotion recognition using mul…Emotion Recognition from Multimodal Physiological Signals for Emotion Aware Healthcare Systems (2020)Emotion Recognition from Mult…An Audio-Visual Emotion Recognition System Using Deep Learning Fusion for a Cognitive Wireless Framework (2019)An Audio-Visual Emotion Recog…A snapshot research and implementation of multimodal information fusion for data-driven emotion recognition (2019)A snapshot research and imple…IEMOCAP: interactive emotional dyadic motion capture database (2008)Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)A review of affective computing: From unimodal analysis to multimodal fusion (2017)A survey of emotion recognition methods with emphasis on E-Learning environments (2019)A survey of speech emotion recognition in natural environment (2020)Facial Action Coding System (1978)A circumplex model of affect. 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References

  • 2020Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review804 cited
  • 2020Speech emotion recognition with deep convolutional neural networks621 cited
  • 2022A systematic review on affective computing: emotion models, databases, and recent advances619 cited
  • 2020Human Emotion Recognition: Review of Sensors and Methods586 cited
  • 2023Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations471 cited
  • 2021Deep learning-based facial emotion recognition for human–computer interaction applications417 cited
  • 2021A survey on facial emotion recognition techniques: A state-of-the-art literature review350 cited
  • 2022Emotional Well-Being: What It Is and Why It Matters279 cited
  • 2019A snapshot research and implementation of multimodal information fusion for data-driven emotion recognition220 cited
  • 2023Emotion recognition from unimodal to multimodal analysis: A review192 cited
  • 2021Emotion Recognition From EEG Signal Focusing on Deep Learning and Shallow Learning Techniques189 cited
  • 2020Emotion Recognition from Multimodal Physiological Signals for Emotion Aware Healthcare Systems182 cited
  • 2022Automated emotion recognition: Current trends and future perspectives172 cited
  • 2022Deep Learning-Based Approach for Emotion Recognition Using Electroencephalography (EEG) Signals Using Bi-Directional Long Short-Term Memory (Bi-LSTM)

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142 cited
  • 2023Facial expression and body gesture emotion recognition: A systematic review on the use of visual data in affective computing114 cited
  • 2019An Audio-Visual Emotion Recognition System Using Deep Learning Fusion for a Cognitive Wireless Framework93 cited
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