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A Real-Time Human Stress Monitoring System Using Dynamic Bayesian Network
6 references·16 citing·43 second hop
A Real-Time Human Stress Monitoring System Using Dynamic Bayesian Network (2006)A Real-Time Human Stress Monitoring Syste…Real-Time Nonintrusive Monitoring and Prediction of Driver Fatigue (2004)Real-Time Nonintrusive Monito…SmartCar: detecting driver stress (2002)SmartCar: detecting driver st…Affective Computing (1997)Affective ComputingThe Cognitive Structure of Emotions (1988)The Cognitive Structure of Em…Worker Participation and Autonomy: A Multilevel Approach to Democracy at the Workplace (1982)Worker Participation and Auto…Job Demands, Job Decision Latitude, and Mental Strain: Implications for Job Redesign (1979)Job Demands, Job Decision Lat…Unlocking the Emotional World of Visual Media: An Overview of the Science, Research, and Impact of Understanding Emotion (2023)Unlocking the Emotional World…Real-time mental stress detection using multimodality expressions with a deep learning framework (2022)Real-time mental stress detec…Classification of Mental Stress from Wearable Physiological Sensors Using Image-Encoding-Based Deep Neural Network (2022)Classification of Mental Stre…Smart Wristband-Based Stress Detection Framework for Older Adults With Cortisol as Stress Biomarker (2021)Smart Wristband-Based Stress …Machine Learning Based Stress Monitoring in Older Adults Using Wearable Sensors and Cortisol as Stress Biomarker (2021)Machine Learning Based Stress…Human stress classification during public speaking using physiological signals (2021)Human stress classification d…A comprehensive review and analysis of supervised-learning and soft computing techniques for stress diagnosis in humans (2021)A comprehensive review and an…Wearable sensor-based evaluation of psychosocial stress in patients with metabolic syndrome (2020)Wearable sensor-based evaluat…Multimodal Features for Detection of Driver Stress and Fatigue: Review (2020)Multimodal Features for Detec…New Methods for Stress Assessment and Monitoring at the Workplace (2017)New Methods for Stress Assess…Implementation of wavelet packet transform and non linear analysis for emotion classification in stroke patient using brain signals (2017)Implementation of wavelet pac…Detecting work-related stress with a wearable device (2017)Detecting work-related stress…Comparison of Machine Learning Techniques for Psychophysiological Stress Detection (2016)Comparison of Machine Learnin…Detection of Psychological Stress Using a Hyperspectral Imaging Technique (2014)Detection of Psychological St…Support Vector Machines to Define and Detect Agitation Transition (2010)Support Vector Machines to De…Intimate Heartbeats: Opportunities for Affective Communication Technology (2010)Intimate Heartbeats: Opportun…Toward machine emotional intelligence: analysis of affective physiological state (2001)Emotion recognition system using short-term monitoring of physiological signals (2004)Detecting Stress During Real-World Driving Tasks Using Physiological Sensors (2005)Stress detection and reduction using EEG signals (2016)Driver’s stress detection using Skin Potential Response signals (2018)Physiological signal based work stress detection using unobtrusive sensors (2018)The expression of the emotions in man and animals. (1872)The Evolution of Cooperation (1981)The need to belong: Desire for interpersonal attachments as a fundamental human motivation. (1995)Tune in to your emotions: a robust personalized affective music player (2011)Directing Physiology and Mood through Music: Validation of an Affective Music Player (2012)Connecting Brains and Bodies: Applying Physiological Computing to Support Social Interaction (2015)Development of the Job Diagnostic Survey. (1975)The job demands-resources model of burnout. (2001)The Job Demands‐Resources model: state of the art (2007)Job demands–resources theory: Taking stock and looking forward. (2016)Discriminating Stress From Cognitive Load Using a Wearable EDA Device (2009)Towards Measuring Stress with Smartphones and Wearable Devices During Workday and Sleep (2013)cStress (2015)Into the Wild: The Challenges of Physiological Stress Detection in Laboratory and Ambulatory Settings (2018)Acute Stress State Classification Based on Electrodermal Activity Modeling (2021)A new deep convolutional neural network incorporating attentional mechanisms for ECG emotion recognition (2023)The social readjustment rating scale (1967)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)Driver Fatigue Detection Systems Using Multi-Sensors, Smartphone, and Cloud-Based Computing Platforms: A Comparative Analysis (2020)A Multimodal Fusion Fatigue Driving Detection Method Based on Heart Rate and PERCLOS (2022)A systematic review of physiological signals based driver drowsiness detection systems (2022)Factor Structure and Validity of the Parenting Stress Index-Short Form (2006)Objective measures, sensors and computational techniques for stress recognition and classification: A survey (2012)Towards an automatic early stress recognition system for office environments based on multimodal measurements: A review (2015)An Integrated Human Stress Detection Sensor Using Supervised Algorithms (2022)Applications of artificial intelligence−machine learning for detection of stress: a critical overview (2023)Handbook of Positive Psychology (2001)Core affect and the psychological construction of emotion. (2003)The Benefits of Frequent Positive Affect: Does Happiness Lead to Success? (2005)Driver Drowsiness Classification Using Fuzzy Wavelet-Packet-Based Feature-Extraction Algorithm (2010)End-to-End Multimodal Emotion Recognition Using Deep Neural Networks (2017)Driver Fatigue Detection Systems: A Review (2018)Driver Fatigue Detection: A Survey (2006)Automated stress detection using keystroke and linguistic features: An exploratory study (2009)Towards mental stress detection using wearable physiological sensors (2011)Machines and Mindlessness: Social Responses to Computers (2000)IEMOCAP: interactive emotional dyadic motion capture database (2008)
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References

  • 1979Job Demands, Job Decision Latitude, and Mental Strain: Implications for Job Redesign12,591 cited
  • 1997Affective Computing7,373 cited
  • 1988The Cognitive Structure of Emotions6,207 cited
  • 2004Real-Time Nonintrusive Monitoring and Prediction of Driver Fatigue752 cited
  • 2002SmartCar: detecting driver stress257 cited
  • 1982Worker Participation and Autonomy: A Multilevel Approach to Democracy at the Workplace90 cited

Cited by

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  • 2020Multimodal Features for Detection of Driver Stress and Fatigue: Review119 cited
  • 2017Detecting work-related stress with a wearable device106 cited
  • 2010Intimate Heartbeats: Opportunities for Affective Communication Technology103 cited
  • 2014Detection of Psychological Stress Using a Hyperspectral Imaging Technique96 cited
  • 2017Implementation of wavelet packet transform and non linear analysis for emotion classification in stroke patient using brain signals91 cited
  • 2023Unlocking the Emotional World of Visual Media: An Overview of the Science, Research, and Impact of Understanding Emotion89 cited
  • 2022Classification of Mental Stress from Wearable Physiological Sensors Using Image-Encoding-Based Deep Neural Network

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83 cited
  • 2021Human stress classification during public speaking using physiological signals77 cited
  • 2016Comparison of Machine Learning Techniques for Psychophysiological Stress Detection74 cited
  • 2020Wearable sensor-based evaluation of psychosocial stress in patients with metabolic syndrome68 cited
  • 2021Machine Learning Based Stress Monitoring in Older Adults Using Wearable Sensors and Cortisol as Stress Biomarker66 cited
  • 2010Support Vector Machines to Define and Detect Agitation Transition63 cited
  • 2022Real-time mental stress detection using multimodality expressions with a deep learning framework62 cited
  • 2021Smart Wristband-Based Stress Detection Framework for Older Adults With Cortisol as Stress Biomarker61 cited
  • 2017New Methods for Stress Assessment and Monitoring at the Workplace61 cited