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Dynamic Alignment and Fusion of Multimodal Physiological Patterns for Stress Recognition
16 references·1 citing·39 second hop
Dynamic Alignment and Fusion of Multimodal Physiological Patterns for Stress Recognition (2023)Dynamic Alignment and Fusion of Multimoda…UBFC-Phys: A Multimodal Database For Psychophysiological Studies of Social Stress (2021)UBFC-Phys: A Multimodal Datab…NeuroKit2: A Python toolbox for neurophysiological signal processing (2021)NeuroKit2: A Python toolbox f…Stress Detection with Machine Learning and Deep Learning using Multimodal Physiological Data (2020)Stress Detection with Machine…Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)Emotion recognition using mul…Emotion Recognition From Multimodal Physiological Signals Using a Regularized Deep Fusion of Kernel Machine (2020)Emotion Recognition From Mult…Review on Psychological Stress Detection Using Biosignals (2019)Review on Psychological Stres…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…Detecting driving stress in physiological signals based on multimodal feature analysis and kernel classifiers (2017)Detecting driving stress in p…Stress Detection Using Wearable Physiological and Sociometric Sensors (2016)Stress Detection Using Wearab…Multimodal Stress Detection from Multiple Assessments (2016)Multimodal Stress Detection f…Towards an automatic early stress recognition system for office environments based on multimodal measurements: A review (2015)Towards an automatic early st…Machine learning-based signal processing using physiological signals for stress detection (2015)Machine learning-based signal…cvxEDA: a Convex Optimization Approach to Electrodermal Activity Processing (2015)cvxEDA: a Convex Optimization…What's Your Current Stress Level? Detection of Stress Patterns from GSR Sensor Data (2011)What's Your Current Stress Le…Discriminating Stress From Cognitive Load Using a Wearable EDA Device (2009)Discriminating Stress From Co…Stress Severity Detection in College Students Using Emotional Pulse Signals and Deep Learning (2025)Stress Severity Detection in …CONTINUOUS INSPECTION SCHEMES (1954)Health Behavior and Health Education: Theory, Research, and Practice (1992)Detecting Change in Data Streams (2004)Stress detection from speech and Galvanic Skin Response signals (2013)A Review on Mental Stress Assessment Methods Using EEG Signals (2021)Psychological stress and the coping process (1966)Detecting Stress During Real-World Driving Tasks Using Physiological Sensors (2005)Stress Recognition Using Wearable Sensors and Mobile Phones (2013)Stress detection in daily life scenarios using smart phones and wearable sensors: A survey (2019)A circumplex model of affect. 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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)Emotion And Adaptation (1991)Psychological and physiological effects of a green wall on occupants: A cross-over study in virtual reality (2021)Approximate entropy as a measure of system complexity. (1991)Affective Computing (1997)Human emotion recognition from EEG-based brain–computer interface using machine learning: a comprehensive review (2022)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)Review of Stress Detection Methods Using Wearable Sensors (2024)Estimating the reproducibility of psychological science (2015)Jupyter Notebooks – a publishing format for reproducible computational workflows (2016)A Transformer Architecture for Stress Detection from ECG (2021)Classification of Drivers' Workload Using Physiological Signals in Conditional Automation (2021)Depression Recognition Using Remote Photoplethysmography From Facial Videos (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)
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References

  • 2021NeuroKit2: A Python toolbox for neurophysiological signal processing1,412 cited
  • 2018Introducing WESAD, a Multimodal Dataset for Wearable Stress and Affect Detection1,356 cited
  • 2020Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review804 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
  • 2015Towards an automatic early stress recognition system for office environments based on multimodal measurements: A review476 cited
  • 2020Stress Detection with Machine Learning and Deep Learning using Multimodal Physiological Data317 cited
  • 2011What's Your Current Stress Level? Detection of Stress Patterns from GSR Sensor Data292 cited
  • 2017Detecting driving stress in physiological signals based on multimodal feature analysis and kernel classifiers245 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
  • 2020Emotion Recognition From Multimodal Physiological Signals Using a Regularized Deep Fusion of Kernel Machine208 cited

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2021
UBFC-Phys: A Multimodal Database For Psychophysiological Studies of Social Stress
176 cited
  • 2015Machine learning-based signal processing using physiological signals for stress detection109 cited
  • 2016Multimodal Stress Detection from Multiple Assessments99 cited
  • Cited by

    • 2025Stress Severity Detection in College Students Using Emotional Pulse Signals and Deep Learning35 cited