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Fusion-based learning for stress recognition in smart home: An IoMT framework
16 references·0 citing·51 second hopsampled
Fusion-based learning for stress recognition in smart home: An IoMT framework (2022)Fusion-based learning for stress recognit…EEG-based emotion recognition using tunable Q wavelet transform and rotation forest ensemble classifier (2021)EEG-based emotion recognition…Bidirectional GRU networks‐based next POI category prediction for healthcare (2021)Bidirectional GRU networks‐ba…Acute Stress State Classification Based on Electrodermal Activity Modeling (2021)Acute Stress State Classifica…Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)Emotion recognition using mul…Comparison of different feature extraction methods for EEG-based emotion recognition (2020)Comparison of different featu…A Novel Multivariate-Multiscale Approach for Computing EEG Spectral and Temporal Complexity for Human Emotion Recognition (2020)A Novel Multivariate-Multisca…Facial Expression Recognition Using Computer Vision: A Systematic Review (2019)Facial Expression Recognition…Classification of Perceived Mental Stress Using A Commercially Available EEG Headband (2019)Classification of Perceived M…The Relationship between stress and negative emotion: The Mediating role of rumination (2018)The Relationship between stre…Emotion recognition based on time–frequency distribution of EEG signals using multivariate synchrosqueezing transform (2018)Emotion recognition based on …Brief, daily meditation enhances attention, memory, mood, and emotional regulation in non-experienced meditators (2018)Brief, daily meditation enhan…Academic Influence Aware and Multidimensional Network Analysis for Research Collaboration Navigation Based on Scholarly Big Data (2018)Academic Influence Aware and …Reliable emotion recognition system based on dynamic adaptive fusion of forehead biopotentials and physiological signals (2015)Reliable emotion recognition …ECG Pattern Analysis for Emotion Detection (2011)ECG Pattern Analysis for Emot…DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …Mindfulness meditation practise as a healthcare intervention: A systematic review (2010)Mindfulness meditation practi…A circumplex model of affect. 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(2014)The Number of Scholarly Documents on the Public Web (2014)Fuzzy Detection System for Rumors Through Explainable Adaptive Learning (2021)Measuring academic entities’ impact by content-based citation analysis in a heterogeneous academic network (2021)The Pittsburgh sleep quality index: A new instrument for psychiatric practice and research (1989)The benefits of being present: Mindfulness and its role in psychological well-being. (2003)G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences (2007)Effects of Length of Mindfulness Practice on Mindfulness, Depression, Anxiety, and Stress: a Randomized Controlled Experiment (2020)Meditation, Mindfulness, and Attention: a Meta-analysis (2021)The Effect of Mindfulness-based Programs on Cognitive Function in Adults: A Systematic Review and Meta-analysis (2021)Manual for the State-Trait Anxiety Inventory (1970)Perceived Stress Scale (2010)EEG Based Classification of Long-Term Stress Using Psychological Labeling (2020)Can Emotion Be Transferred?—A Review on Transfer Learning for EEG-Based Emotion Recognition (2021)Human stress classification during public speaking using physiological signals (2021)Perceived Stress Scale-12 (2021)Web-Based Database for Facial Expression Analysis (2005)The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)Training deep networks for facial expression recognition with crowd-sourced label distribution (2016)Facial Emotion Expressions in Human–Robot Interaction: A Survey (2022)Four-layer ConvNet to facial emotion recognition with minimal epochs and the significance of data diversity (2022)Advances in Facial Expression Recognition: A Survey of Methods, Benchmarks, Models, and Datasets (2024)Approximate entropy as a measure of system complexity. (1991)A systematic review on affective computing: emotion models, databases, and recent advances (2022)Human emotion recognition from EEG-based brain–computer interface using machine learning: a comprehensive review (2022)Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations (2023)Approach to an irregular time series on the basis of the fractal theory (1988)Advances in Multimodal Emotion Recognition Based on Brain–Computer Interfaces (2020)Review of the emotional feature extraction and classification using EEG signals (2021)From Neural Networks to Emotional Networks: A Systematic Review of EEG-Based Emotion Recognition in Cognitive Neuroscience and Real-World Applications (2025)Measures of emotion: A review (2009)Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)Ensemble Machine Learning-Based Affective Computing for Emotion Recognition Using Dual-Decomposed EEG Signals (2021)Human emotion recognition based on time–frequency analysis of multivariate EEG signal (2021)A comprehensive survey on emotion recognition based on electroencephalograph (EEG) signals (2023)A Coefficient of Agreement for Nominal Scales (1960)Review on Emotion Recognition Based on Electroencephalography (2021)Automated emotion recognition: Current trends and future perspectives (2022)Role of machine learning and deep learning techniques in EEG-based BCI emotion recognition system: a review (2024)
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References

  • 2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
  • 2020Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review804 cited
  • 2011ECG Pattern Analysis for Emotion Detection476 cited
  • 2018Brief, daily meditation enhances attention, memory, mood, and emotional regulation in non-experienced meditators255 cited
  • 2020Comparison of different feature extraction methods for EEG-based emotion recognition209 cited
  • 2019Classification of Perceived Mental Stress Using A Commercially Available EEG Headband198 cited
  • 2018Academic Influence Aware and Multidimensional Network Analysis for Research Collaboration Navigation Based on Scholarly Big Data185 cited
  • 2019Facial Expression Recognition Using Computer Vision: A Systematic Review185 cited
  • 2021EEG-based emotion recognition using tunable Q wavelet transform and rotation forest ensemble classifier176 cited
  • 2020A Novel Multivariate-Multiscale Approach for Computing EEG Spectral and Temporal Complexity for Human Emotion Recognition121 cited
  • 2010Mindfulness meditation practise as a healthcare intervention: A systematic review117 cited
  • 2018Emotion recognition based on time–frequency distribution of EEG signals using multivariate synchrosqueezing transform96 cited
  • 2021Acute Stress State Classification Based on Electrodermal Activity Modeling96 cited

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  • 2021Bidirectional GRU networks‐based next POI category prediction for healthcare95 cited
  • 2018The Relationship between stress and negative emotion: The Mediating role of rumination90 cited
  • 2015Reliable emotion recognition system based on dynamic adaptive fusion of forehead biopotentials and physiological signals89 cited
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