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Stress Detection in Computer Users Based on Digital Signal Processing of Noninvasive Physiological Variables
3 references·16 citing·45 second hop
Stress Detection in Computer Users Based on Digital Signal Processing of Noninvasive Physiological Variables (2006)Stress Detection in Computer Users Based …Detecting Stress During Real-World Driving Tasks Using Physiological Sensors (2005)Detecting Stress During Real-…Pupil size variation as an indication of affective processing (2003)Pupil size variation as an in…Affective Computing (1997)Affective ComputingSelf-Supervised EEG Emotion Recognition Models Based on CNN (2023)Self-Supervised EEG Emotion R…Large-scale wearable data reveal digital phenotypes for daily-life stress detection (2018)Large-scale wearable data rev…Keep the Stress Away with SoDA: Stress Detection and Alleviation System (2017)Keep the Stress Away with SoD…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…Detecting work-related stress with a wearable device (2017)Detecting work-related stress…Stress Detection Using Wearable Physiological and Sociometric Sensors (2016)Stress Detection Using Wearab…Continuous stress detection using a wrist device (2016)Continuous stress detection u…How the Autonomic Nervous System and Driving Style Change With Incremental Stressing Conditions During Simulated Driving (2014)How the Autonomic Nervous Sys…Automatic Stress Classification With Pupil Diameter Analysis (2013)Automatic Stress Classificati…Activity-Aware Mental Stress Detection Using Physiological Sensors (2012)Activity-Aware Mental Stress …A k-nearest-neighbor classifier with heart rate variability feature-based transformation algorithm for driving stress recognition (2012)A k-nearest-neighbor classifi…Towards mental stress detection using wearable physiological sensors (2011)Towards mental stress detecti…The Role of Nonlinear Dynamics in Affective Valence and Arousal Recognition (2011)The Role of Nonlinear Dynamic…Real-Time Driver's Stress Event Detection (2011)Real-Time Driver's Stress Eve…A Stress-Detection System Based on Physiological Signals and Fuzzy Logic (2011)A Stress-Detection System Bas…Emotion Recognition from Surface EMG Signal Using Wavelet Transform and Neural Network (2008)Emotion Recognition from Surf…Toward machine emotional intelligence: analysis of affective physiological state (2001)Discriminating Stress From Cognitive Load Using a Wearable EDA Device (2009)Detecting driving stress in physiological signals based on multimodal feature analysis and kernel classifiers (2017)The expression of the emotions in man and animals. (1872)A circumplex model of affect. (1980)The PHQ-9 (2001)Revealing Real-Time Emotional Responses: a Personalized Assessment based on Heartbeat Dynamics (2014)Recognizing Emotions Induced by Affective Sounds through Heart Rate Variability (2015)Wearable-Based Affect Recognition—A Review (2019)Feeling and thinking: Preferences need no inferences. (1980)Measuring emotion: The self-assessment manikin and the semantic differential (1994)Multimodal Emotion Recognition in Response to Videos (2011)Objective measures, sensors and computational techniques for stress recognition and classification: A survey (2012)Review on Psychological Stress Detection Using Biosignals (2019)From Physiological Signals to Emotions: Implementing and Comparing Selected Methods for Feature Extraction and Classification (2005)Emotion recognition based on physiological changes in music listening (2008)Smart environment architecture for emotion detection and regulation (2016)Measuring acute stress response through physiological signals: towards a quantitative assessment of stress (2018)Stress detection using deep neural networks (2020)Coefficient Alpha and the Internal Structure of Tests (1951)Inferring psychological significance from physiological signals. (1990)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)Cognitive Therapy and the Emotional Disorders (1975)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)Electrodermal Activity Sensor for Classification of Calm/Distress Condition (2017)Machine Learning Approach for Stress Detection using Wireless Physical Activity Tracker (2018)Stress Detection via Keyboard Typing Behaviors by Using Smartphone Sensors and Machine Learning Techniques (2020)THE WISDOM OF THE BODY (1932)State‐Trait Anxiety Inventory (2010)Stress Detection in Working People (2017)A Global Measure of Perceived Stress (1983)The development of a six‐item short‐form of the state scale of the Spielberger State—Trait Anxiety Inventory (STAI) (1992)Cognitive Training and Stress Detection in MCI Frail Older People Through Wearable Sensors and Machine Learning (2020)Machine Learning Based Solutions for Real-Time Stress Monitoring (2020)Detection and monitoring of stress using wearables: a systematic review (2024)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)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)Machines and Mindlessness: Social Responses to Computers (2000)IEMOCAP: interactive emotional dyadic motion capture database (2008)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)
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References

  • 1997Affective Computing7,373 cited
  • 2005Detecting Stress During Real-World Driving Tasks Using Physiological Sensors2,205 cited
  • 2003Pupil size variation as an indication of affective processing835 cited

Cited by

  • 2012Activity-Aware Mental Stress Detection Using Physiological Sensors290 cited
  • 2011The Role of Nonlinear Dynamics in Affective Valence and Arousal Recognition252 cited
  • 2018Large-scale wearable data reveal digital phenotypes for daily-life stress detection250 cited
  • 2016Continuous stress detection using a wrist device233 cited
  • 2011A Stress-Detection System Based on Physiological Signals and Fuzzy Logic224 cited
  • 2017Evaluation of an Integrated System of Wearable Physiological Sensors for Stress Monitoring in Working Environments by Using Biological Markers220 cited
  • 2016Stress Detection Using Wearable Physiological and Sociometric Sensors209 cited
  • 2011Towards mental stress detection using wearable physiological sensors199 cited
  • 2013Automatic Stress Classification With Pupil Diameter Analysis190 cited
  • 2011Real-Time Driver's Stress Event Detection145 cited
  • 2014How the Autonomic Nervous System and Driving Style Change With Incremental Stressing Conditions During Simulated Driving145 cited

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  • 2017Keep the Stress Away with SoDA: Stress Detection and Alleviation System142 cited
  • 2012A k-nearest-neighbor classifier with heart rate variability feature-based transformation algorithm for driving stress recognition121 cited
  • 2008Emotion Recognition from Surface EMG Signal Using Wavelet Transform and Neural Network118 cited
  • 2023Self-Supervised EEG Emotion Recognition Models Based on CNN110 cited
  • 2017Detecting work-related stress with a wearable device106 cited