SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
An Explainable Deep Learning Approach for Stress Detection in Wearable Sensor Measurements
15 references·0 citing·39 second hop
An Explainable Deep Learning Approach for Stress Detection in Wearable Sensor Measurements (2024)An Explainable Deep Learning Approach for…Generalizable machine learning for stress monitoring from wearable devices: A systematic literature review (2023)Generalizable machine learnin…Acute Stress State Classification Based on Electrodermal Activity Modeling (2021)Acute Stress State Classifica…A Review on Mental Stress Detection Using Wearable Sensors and Machine Learning Techniques (2021)A Review on Mental Stress Det…Stress Detection with Machine Learning and Deep Learning using Multimodal Physiological Data (2020)Stress Detection with Machine…Stress detection using deep neural networks (2020)Stress detection using deep n…Review on Psychological Stress Detection Using Biosignals (2019)Review on Psychological Stres…Detecting Moments of Stress from Measurements of Wearable Physiological Sensors (2019)Detecting Moments of Stress f…Introducing WESAD, a Multimodal Dataset for Wearable Stress and Affect Detection (2018)Introducing WESAD, a Multimod…Comparison of Machine Learning Techniques for Psychophysiological Stress Detection (2016)Comparison of Machine Learnin…cvxEDA: a Convex Optimization Approach to Electrodermal Activity Processing (2015)cvxEDA: a Convex Optimization…Discriminating Stress From Cognitive Load Using a Wearable EDA Device (2009)Discriminating Stress From Co…Stress Detection in Computer Users Based on Digital Signal Processing of Noninvasive Physiological Variables (2006)Stress Detection in Computer …Detecting Stress During Real-World Driving Tasks Using Physiological Sensors (2005)Detecting Stress During Real-…Chronic stress, acute stress, and depressive symptoms (1990)Chronic stress, acute stress,…Long-term effects of extreme situational stress on sleep and dreaming (1987)Long-term effects of extreme …Affective Computing (1997)Pupil size variation as an indication of affective processing (2003)The Role of Nonlinear Dynamics in Affective Valence and Arousal Recognition (2011)Activity-Aware Mental Stress Detection Using Physiological Sensors (2012)Large-scale wearable data reveal digital phenotypes for daily-life stress detection (2018)Stress, appraisal, and coping (1985)Stress, social support, and the buffering hypothesis. (1985)Perceived Discrimination, Social Stress, and Depression in the Transition to Adulthood: Racial Contrasts (2002)Chronic and acute stress and the prediction of major depression in women (2009)Not So Subtle (2013)Stress: Appraisal and Coping (2013)Psychological stress and the coping process (1966)Stress Recognition Using Wearable Sensors and Mobile Phones (2013)Stress detection in daily life scenarios using smart phones and wearable sensors: A survey (2019)Coefficient Alpha and the Internal Structure of Tests (1951)Inferring psychological significance from physiological signals. (1990)Toward machine emotional intelligence: analysis of affective physiological state (2001)A Multimodal Database for Affect Recognition and Implicit Tagging (2011)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)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)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)A circumplex model of affect. (1980)Emotion And Adaptation (1991)A Review on Mental Stress Assessment Methods Using EEG Signals (2021)A review on EEG-based multimodal learning for emotion recognition (2025)A Computer Movie Simulating Urban Growth in the Detroit Region (1970)The Analysis of Spatial Association by Use of Distance Statistics (1992)Local Spatial Autocorrelation Statistics: Distributional Issues and an Application (1995)An Online Framework for Cognitive Load Assessment in Industrial Tasks (2022)Review of Stress Detection Methods Using Wearable Sensors (2024)Emotion recognition based on physiological changes in music listening (2008)Stress Detection by Machine Learning and Wearable Sensors (2021)A Survey on Wearable Sensors for Mental Health Monitoring (2023)Continuous Stress Detection Using Wearable Sensors in Real Life: Algorithmic Programming Contest Case Study (2019)Feature Extraction and Selection for Emotion Recognition from Electrodermal Activity (2019)Stress and Workload Assessment in Aviation—A Narrative Review (2023)
this work references cited by second hop

References

  • 2005Detecting Stress During Real-World Driving Tasks Using Physiological Sensors2,205 cited
  • 2018Introducing WESAD, a Multimodal Dataset for Wearable Stress and Affect Detection1,356 cited
  • 2019Review on Psychological Stress Detection Using Biosignals763 cited
  • 2009Discriminating Stress From Cognitive Load Using a Wearable EDA Device742 cited
  • 2015cvxEDA: a Convex Optimization Approach to Electrodermal Activity Processing605 cited
  • 2021A Review on Mental Stress Detection Using Wearable Sensors and Machine Learning Techniques472 cited
  • 1990Chronic stress, acute stress, and depressive symptoms358 cited
  • 2020Stress Detection with Machine Learning and Deep Learning using Multimodal Physiological Data317 cited
  • 2006Stress Detection in Computer Users Based on Digital Signal Processing of Noninvasive Physiological Variables290 cited
  • 2019Detecting Moments of Stress from Measurements of Wearable Physiological Sensors241 cited
  • 1987Long-term effects of extreme situational stress on sleep and dreaming213 cited
  • 2020Stress detection using deep neural networks193 cited
  • 2023Generalizable machine learning for stress monitoring from wearable devices: A systematic literature review166 cited
  • 2021Acute Stress State Classification Based on Electrodermal Activity Modeling96 cited

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

  • 2016Comparison of Machine Learning Techniques for Psychophysiological Stress Detection74 cited
  • Cited by

    No citing works inside the corpus for this window.