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An Integrated Human Stress Detection Sensor Using Supervised Algorithms
12 references·0 citing·48 second hopsampled
An Integrated Human Stress Detection Sensor Using Supervised Algorithms (2022)An Integrated Human Stress Detection Sens…Smart Wristband-Based Stress Detection Framework for Older Adults With Cortisol as Stress Biomarker (2021)Smart Wristband-Based Stress …A comprehensive review and analysis of supervised-learning and soft computing techniques for stress diagnosis in humans (2021)A comprehensive review and an…Stress Detection from Multimodal Wearable Sensor Data (2020)Stress Detection from Multimo…Stress detection in daily life scenarios using smart phones and wearable sensors: A survey (2019)Stress detection in daily lif…Electrodermal Activity Based Pre-surgery Stress Detection Using a Wrist Wearable (2019)Electrodermal Activity Based …Introducing WESAD, a Multimodal Dataset for Wearable Stress and Affect Detection (2018)Introducing WESAD, a Multimod…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…Unobtrusive and Multimodal Wearable Sensing to Quantify Anxiety (2016)Unobtrusive and Multimodal We…Stress Events Detection of Driver by Wearable Glove System (2016)Stress Events Detection of Dr…Automating the Recognition of Stress and Emotion: From Lab to Real-World Impact (2016)Automating the Recognition of…Towards Personal Stress Informatics: Comparing Minimally Invasive Techniques for Measuring Daily Stress in the Wild (2014)Towards Personal Stress Infor…Detecting Stress During Real-World Driving Tasks Using Physiological Sensors (2005)Detecting Stress During Real-…A Global Measure of Perceived Stress (1983)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)The benefits of being present: Mindfulness and its role in psychological well-being. (2003)Prediction of Mood Instability with Passive Sensing (2019)Machine Learning Based Solutions for Real-Time Stress Monitoring (2020)Toward Emotion Recognition From Physiological Signals in the Wild: Approaching the Methodological Issues in Real-Life Data Collection (2020)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)Short-term emotion assessment in a recall paradigm (2009)Development and Evaluation of an Ambulatory Stress Monitor Based on Wearable Sensors (2011)Objective measures, sensors and computational techniques for stress recognition and classification: A survey (2012)Driver’s stress detection using Skin Potential Response signals (2018)A study on multi-class anxiety detection using wearable EEG headband (2021)The Feasibility of Wearable and Self-Report Stress Detection Measures in a Semi-Controlled Lab Environment (2021)Affective Computing: From Laughter to IEEE (2010)How Laboratory Experiments Can Be Exploited for Monitoring Stress in the Wild: A Bridge Between Laboratory and Daily Life (2020)Approaches, Applications, and Challenges in Physiological Emotion Recognition—A Tutorial Overview (2023)The Use of Wearable Technology in Providing Assistive Solutions for Mental Well-Being (2023)Driver Alertness Monitoring Using Fusion of Facial Features and Bio-Signals (2012)Detecting emotional stress from facial expressions for driving safety (2014)Methods to Detect and Reduce Driver Stress: A Review (2019)Stress Detection Through Electrodermal Activity (EDA) and Electrocardiogram (ECG) Analysis in Car Drivers (2019)Driver Emotion Recognition With a Hybrid Attentional Multimodal Fusion Framework (2023)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)Detection and monitoring of stress using wearables: a systematic review (2024)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 Review on Mental Stress Detection Using Wearable Sensors and Machine Learning Techniques (2021)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 Hospital Anxiety and Depression Scale (1983)An inventory for measuring clinical anxiety: Psychometric properties. (1988)A power primer. (1992)Current trends and opportunities in the methodology of electrodermal activity measurement (2022)Fusing Wearable Biosensors with Artificial Intelligence for Mental Health Monitoring: A Systematic Review (2025)Affective Computing (1997)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)Factor Structure and Validity of the Parenting Stress Index-Short Form (2006)Towards an automatic early stress recognition system for office environments based on multimodal measurements: A review (2015)Real-time mental stress detection using multimodality expressions with a deep learning framework (2022)Users’ Perceptions of a Digital Stress Self-monitoring Application: Research Insights to Design a Practical Innovation (2022)Applications of artificial intelligence−machine learning for detection of stress: a critical overview (2023)
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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
  • 2019Stress detection in daily life scenarios using smart phones and wearable sensors: A survey479 cited
  • 2017Evaluation of an Integrated System of Wearable Physiological Sensors for Stress Monitoring in Working Environments by Using Biological Markers220 cited
  • 2021A comprehensive review and analysis of supervised-learning and soft computing techniques for stress diagnosis in humans126 cited
  • 2014Towards Personal Stress Informatics: Comparing Minimally Invasive Techniques for Measuring Daily Stress in the Wild113 cited
  • 2016Automating the Recognition of Stress and Emotion: From Lab to Real-World Impact95 cited
  • 2019Electrodermal Activity Based Pre-surgery Stress Detection Using a Wrist Wearable90 cited
  • 2016Stress Events Detection of Driver by Wearable Glove System85 cited
  • 2016Unobtrusive and Multimodal Wearable Sensing to Quantify Anxiety71 cited
  • 2020Stress Detection from Multimodal Wearable Sensor Data69 cited
  • 2021Smart Wristband-Based Stress Detection Framework for Older Adults With Cortisol as Stress Biomarker61 cited

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