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Exploring Data-Driven Approaches to Stress Management: A Systematic Review of Stress Tracking, Intervention, and System Evaluation Methods
16 references·0 citing·46 second hop
Exploring Data-Driven Approaches to Stress Management: A Systematic Review of Stress Tracking, Intervention, and System Evaluation Methods (2026)Exploring Data-Driven Approaches to Stres…The Ethics of Emotion in Artificial Intelligence Systems (2021)The Ethics of Emotion in Arti…A Review on Mental Stress Detection Using Wearable Sensors and Machine Learning Techniques (2021)A Review on Mental Stress Det…Stress detection in daily life scenarios using smart phones and wearable sensors: A survey (2019)Stress detection in daily lif…Speech emotion recognition: Emotional models, databases, features, preprocessing methods, supporting modalities, and classifiers (2019)Speech emotion recognition: E…Introducing WESAD, a Multimodal Dataset for Wearable Stress and Affect Detection (2018)Introducing WESAD, a Multimod…Beyond Interruptibility (2017)Beyond InterruptibilitycStress (2015)cStressPopTherapy: Coping with Stress through Pop-Culture (2014)PopTherapy: Coping with Stres…Mindfulness-Based Stress Reduction as a Stress Management Intervention for Healthy Individuals (2014)Mindfulness-Based Stress Redu…Interventions to reduce stress in university students: A review and meta-analysis (2012)Interventions to reduce stres…How are habits formed: Modelling habit formation in the real world (2009)How are habits formed: Modell…Discriminating Stress From Cognitive Load Using a Wearable EDA Device (2009)Discriminating Stress From Co…Detecting Stress During Real-World Driving Tasks Using Physiological Sensors (2005)Detecting Stress During Real-…Vocal communication of emotion: A review of research paradigms (2003)Vocal communication of emotio…An argument for basic emotions (1992)An argument for basic emotionsA Global Measure of Perceived Stress (1983)A Global Measure of Perceived…The expression of the emotions in man and animals. 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(1988)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)A systematic review on affective computing: emotion models, databases, and recent advances (2022)Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations (2023)The Neuropsychological Assessment (2005)Continuous Stress Detection Using Wearable Sensors in Real Life: Algorithmic Programming Contest Case Study (2019)Emotion Recognition for Everyday Life Using Physiological Signals From Wearables: A Systematic Literature Review (2022)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)A Comprehensive Review of Speech Emotion Recognition Systems (2021)Deep Learning Techniques for Speech Emotion Recognition, from Databases to Models (2021)
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References

  • 1983A Global Measure of Perceived Stress32,743 cited
  • 1992An argument for basic emotions9,642 cited
  • 2005Detecting Stress During Real-World Driving Tasks Using Physiological Sensors2,205 cited
  • 2003Vocal communication of emotion: A review of research paradigms2,039 cited
  • 2009How are habits formed: Modelling habit formation in the real world2,026 cited
  • 2018Introducing WESAD, a Multimodal Dataset for Wearable Stress and Affect Detection1,356 cited
  • 2012Interventions to reduce stress in university students: A review and meta-analysis953 cited
  • 2009Discriminating Stress From Cognitive Load Using a Wearable EDA Device742 cited
  • 2019Speech emotion recognition: Emotional models, databases, features, preprocessing methods, supporting modalities, and classifiers725 cited
  • 2019Stress detection in daily life scenarios using smart phones and wearable sensors: A survey479 cited
  • 2021A Review on Mental Stress Detection Using Wearable Sensors and Machine Learning Techniques472 cited
  • 2014Mindfulness-Based Stress Reduction as a Stress Management Intervention for Healthy Individuals342 cited
  • 2015cStress340 cited
  • 2021The Ethics of Emotion in Artificial Intelligence Systems186 cited
  • 2014

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PopTherapy: Coping with Stress through Pop-Culture
151 cited
  • 2017Beyond Interruptibility150 cited
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