SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
Deep Learning Approach for Detecting Work-Related Stress Using Multimodal Signals
16 references·1 citing·46 second hop
Deep Learning Approach for Detecting Work-Related Stress Using Multimodal Signals (2022)Deep Learning Approach for Detecting Work…Driver stress detection via multimodal fusion using attention-based CNN-LSTM (2021)Driver stress detection via m…Stress detection in daily life scenarios using smart phones and wearable sensors: A survey (2019)Stress detection in daily lif…A snapshot research and implementation of multimodal information fusion for data-driven emotion recognition (2019)A snapshot research and imple…Large-scale wearable data reveal digital phenotypes for daily-life stress detection (2018)Large-scale wearable data rev…Evaluation of an Integrated System of Wearable Physiological Sensors for Stress Monitoring in Working Environments by Using Biological Markers (2017)Evaluation of an Integrated S…Training deep networks for facial expression recognition with crowd-sourced label distribution (2016)Training deep networks for fa…Stress and anxiety detection using facial cues from videos (2016)Stress and anxiety detection …Towards an automatic early stress recognition system for office environments based on multimodal measurements: A review (2015)Towards an automatic early st…Detecting emotional stress from facial expressions for driving safety (2014)Detecting emotional stress fr…Towards Measuring Stress with Smartphones and Wearable Devices During Workday and Sleep (2013)Towards Measuring Stress with…How Fast are the Leaked Facial Expressions: The Duration of Micro-Expressions (2013)How Fast are the Leaked Facia…Stress management techniques: evidence-based procedures that reduce stress and promote health (2011)Stress management techniques:…Detecting Stress During Real-World Driving Tasks Using Physiological Sensors (2005)Detecting Stress During Real-…Emotion in Speech: The Acoustic Attributes of Fear, Anger, Sadness, and Joy (1999)Emotion in Speech: The Acoust…State-Trait Anxiety Inventory for Adults (1983)State-Trait Anxiety Inventory…Perceived Stress Scale (1983)Perceived Stress ScaleMental Stress Assessment in the Workplace: A Review (2023)Mental Stress Assessment in t…Nonverbal Leakage and Clues to Deception † (1969)Telling Lies: Clues to Deceit in the Marketplace, Politics, and Marriage (1985)Emotion elicitation using films (1995)Micro-Expression Recognition with Expression-State Constrained Spatio-Temporal Feature Representations (2016)CAS(ME): A Database for Spontaneous Macro-Expression and Micro-Expression Spotting and Recognition (2017)Video-based Facial Micro-Expression Analysis: A Survey of Datasets, Features and Algorithms (2021)A Global Measure of Perceived Stress (1983)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)Automatic Stress Detection in Working Environments From Smartphones’ Accelerometer Data: A First Step (2015)Wearable-Based Affect Recognition—A Review (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)Introducing WESAD, a Multimodal Dataset for Wearable Stress and Affect Detection (2018)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)A circumplex model of affect. (1980)Stress, appraisal, and coping (1985)Stress: Appraisal and Coping (2013)Continuous Stress Detection Using Wearable Sensors in Real Life: Algorithmic Programming Contest Case Study (2019)A Review on Mental Stress Detection Using Wearable Sensors and Machine Learning Techniques (2021)Perceived stress in a probability sample of the United States (1988)A survey of machine learning techniques in physiology based mental stress detection systems (2019)College students’ stress and health in the COVID-19 pandemic: The role of academic workload, separation from school, and fears of contagion (2021)Perceived stress as mediator for longitudinal effects of the COVID-19 lockdown on wellbeing of parents and children (2021)Facial Action Coding System (1978)CREMA-D: Crowd-Sourced Emotional Multimodal Actors Dataset (2014)What you Feel, Is what you like Influence of Message Appeals on Customer Engagement on Instagram (2019)Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition (2020)Suppressing Uncertainties for Large-Scale Facial Expression Recognition (2020)The expression of the emotions in man and animals. (1872)The association between smartphone use, stress, and anxiety: A meta‐analytic review (2018)Stress Detection with Machine Learning and Deep Learning using Multimodal Physiological Data (2020)Measuring Functioning and Well-Being: The Medical Outcomes Study Approach (1992)The short‐form version of the Depression Anxiety Stress Scales (DASS‐21): Construct validity and normative data in a large non‐clinical sample (2005)Review of the Psychometric Evidence of the Perceived Stress Scale (2012)Stress detection using deep neural networks (2020)Generalizable machine learning for stress monitoring from wearable devices: A systematic literature review (2023)A machine-learning approach for stress detection using wearable sensors in free-living environments (2024)Affective Computing (1997)The Neuropsychological Assessment (2005)Emotion Recognition for Everyday Life Using Physiological Signals From Wearables: A Systematic Literature Review (2022)The State--Trait Anxiety Inventory, Trait version: structure and content re-examined (1998)Psychometric Evaluation of the Altered States of Consciousness Rating Scale (OAV) (2010)Internet addiction and problematic Internet use: A systematic review of clinical research (2016)
this work references cited by second hop

References

  • 1983State-Trait Anxiety Inventory for Adults3,474 cited
  • 2005Detecting Stress During Real-World Driving Tasks Using Physiological Sensors2,205 cited
  • 2016Training deep networks for facial expression recognition with crowd-sourced label distribution925 cited
  • 1983Perceived Stress Scale501 cited
  • 2019Stress detection in daily life scenarios using smart phones and wearable sensors: A survey479 cited
  • 2015Towards an automatic early stress recognition system for office environments based on multimodal measurements: A review476 cited
  • 2013How Fast are the Leaked Facial Expressions: The Duration of Micro-Expressions446 cited
  • 2016Stress and anxiety detection using facial cues from videos343 cited
  • 2013Towards Measuring Stress with Smartphones and Wearable Devices During Workday and Sleep302 cited
  • 2018Large-scale wearable data reveal digital phenotypes for daily-life stress detection250 cited
  • 2011Stress management techniques: evidence-based procedures that reduce stress and promote health241 cited
  • 2017Evaluation of an Integrated System of Wearable Physiological Sensors for Stress Monitoring in Working Environments by Using Biological Markers220 cited
  • 2019A snapshot research and implementation of multimodal information fusion for data-driven emotion recognition220 cited
  • 2021Driver stress detection via multimodal fusion using attention-based CNN-LSTM

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

199 cited
  • 2014Detecting emotional stress from facial expressions for driving safety196 cited
  • 1999Emotion in Speech: The Acoustic Attributes of Fear, Anger, Sadness, and Joy178 cited
  • Cited by

    • 2023Mental Stress Assessment in the Workplace: A Review61 cited