SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
A survey of machine learning techniques in physiology based mental stress detection systems
16 references·16 citing·38 second hopsampled
A survey of machine learning techniques in physiology based mental stress detection systems (2019)A survey of machine learning techniques i…Spatial–Temporal Recurrent Neural Network for Emotion Recognition (2018)Spatial–Temporal Recurrent Ne…Towards an automatic early stress recognition system for office environments based on multimodal measurements: A review (2015)Towards an automatic early st…Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Investigating Critical Freque…A Review and Meta-Analysis of Multimodal Affect Detection Systems (2015)A Review and Meta-Analysis of…Stress: Appraisal and Coping (2013)Stress: Appraisal and CopingObjective measures, sensors and computational techniques for stress recognition and classification: A survey (2012)Objective measures, sensors a…Multimodal Emotion Recognition in Response to Videos (2011)Multimodal Emotion Recognitio…DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …Measures of emotion: A review (2009)Measures of emotion: A reviewHandbook of Human Factors and Ergonomics Methods (2004)Handbook of Human Factors and…Emotion recognition system using short-term monitoring of physiological signals (2004)Emotion recognition system us…International Affective Picture System (IAPS) : Technical Manual and Affective Ratings (1995)International Affective Pictu…Stress, appraisal, and coping (1985)Stress, appraisal, and copingPerceived Stress Scale (1983)Perceived Stress ScaleA categorized list of emotion definitions, with suggestions for a consensual definition (1981)A categorized list of emotion…A circumplex model of affect. (1980)A circumplex model of affect.Review of Stress Detection Methods Using Wearable Sensors (2024)Review of Stress Detection Me…Developing an EEG-Based Emotion Recognition Using Ensemble Deep Learning Methods and Fusion of Brain Effective Connectivity Maps (2024)Developing an EEG-Based Emoti…Multimodal Hierarchical CNN Feature Fusion for Stress Detection (2023)Multimodal Hierarchical CNN F…An interpretable machine learning approach to multimodal stress detection in a simulated office environment (2023)An interpretable machine lear…A Survey on Wearable Sensors for Mental Health Monitoring (2023)A Survey on Wearable Sensors …A multilayer stacking method base on RFE-SHAP feature selection strategy for recognition of driver’s mental load and emotional state (2023)A multilayer stacking method …A Method for Stress Detection Using Empatica E4 Bracelet and Machine-Learning Techniques (2023)A Method for Stress Detection…Wearables for Engagement Detection in Learning Environments: A Review (2022)Wearables for Engagement Dete…A text classification approach to detect psychological stress combining a lexicon-based feature framework with distributional representations (2022)A text classification approac…A novel multi-modal depression detection approach based on mobile crowd sensing and task-based mechanisms (2022)A novel multi-modal depressio…The Feasibility of Wearable and Self-Report Stress Detection Measures in a Semi-Controlled Lab Environment (2021)The Feasibility of Wearable a…Academic stress detection on university students during COVID-19 outbreak by using an electronic nose and the galvanic skin response (2021)Academic stress detection on …A comprehensive review and analysis of supervised-learning and soft computing techniques for stress diagnosis in humans (2021)A comprehensive review and an…Wearable sensor-based evaluation of psychosocial stress in patients with metabolic syndrome (2020)Wearable sensor-based evaluat…An Effective Mental Stress State Detection and Evaluation System Using Minimum Number of Frontal Brain Electrodes (2020)An Effective Mental Stress St…Anxiety Level Recognition for Virtual Reality Therapy System Using Physiological Signals (2019)Anxiety Level Recognition for…Emotion And Adaptation (1991)What Good Are Positive Emotions? (1998)Positive affect and the other side of coping. (2000)The job demands-resources model of burnout. (2001)Individual differences in two emotion regulation processes: Implications for affect, relationships, and well-being. (2003)Prejudice, social stress, and mental health in lesbian, gay, and bisexual populations: Conceptual issues and research evidence. (2003)A revised version of the psychoticism scale (1985)Personality and Individual Differences (1985)Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks (2018)EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)The expression of the emotions in man and animals. (1872)Dealing with feeling: A meta-analysis of the effectiveness of strategies derived from the process model of emotion regulation. (2012)Emotions Recognition Using EEG Signals: A Survey (2017)Measuring emotion: The self-assessment manikin and the semantic differential (1994)Affective Computing (1997)A Multimodal Database for Affect Recognition and Implicit Tagging (2011)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)Science and Human Behavior (1953)Attachment and Loss (1969)What is emotion? (2002)Emotion Theory and Research: Highlights, Unanswered Questions, and Emerging Issues (2008)Emotional design in multimedia learning. (2011)Emotion recognition in human-computer interaction (2001)Toward machine emotional intelligence: analysis of affective physiological state (2001)Recognising realistic emotions and affect in speech: State of the art and lessons learnt from the first challenge (2011)Review on Psychological Stress Detection Using Biosignals (2019)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)The Principles of Psychology (1891)Hedges: A Study in Meaning Criteria and the Logic of Fuzzy Concepts (1975)The robust beauty of improper linear models in decision making. (1979)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Culture and the Self: Implications for Cognition, Emotion, and Motivation (1991)Understanding team adaptation: A conceptual analysis and model. (2006)Systematic evaluation of observational methods assessing biomechanical exposures at work (2009)Monitoring drivers’ mental workload in driving simulators using physiological measures (2010)A cognitive-motivational analysis of anxiety (1998)Attentional Biases for Negative Interpersonal Stimuli in Clinical Depression. (2004)
this work references cited by second hop· second hop is a sample of the most-cited connections

References

  • 1985Stress, appraisal, and coping31,975 cited
  • 2013Stress: Appraisal and Coping27,826 cited
  • 1980A circumplex model of affect.16,320 cited
  • 2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
  • 1995International Affective Picture System (IAPS) : Technical Manual and Affective Ratings2,892 cited
  • 2015Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks2,616 cited
  • 2009Measures of emotion: A review2,075 cited
  • 1981A categorized list of emotion definitions, with suggestions for a consensual definition1,229 cited
  • 2004Emotion recognition system using short-term monitoring of physiological signals942 cited
  • 2004Handbook of Human Factors and Ergonomics Methods836 cited
  • 2011Multimodal Emotion Recognition in Response to Videos723 cited
  • 2015A Review and Meta-Analysis of Multimodal Affect Detection Systems631 cited
  • 2018Spatial–Temporal Recurrent Neural Network for Emotion Recognition595 cited
  • 2012Objective measures, sensors and computational techniques for stress recognition and classification: A survey510 cited
  • 1983Perceived Stress Scale501 cited

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

  • 2015Towards an automatic early stress recognition system for office environments based on multimodal measurements: A review476 cited
  • Cited by

    • 2019Anxiety Level Recognition for Virtual Reality Therapy System Using Physiological Signals135 cited
    • 2023A Survey on Wearable Sensors for Mental Health Monitoring128 cited
    • 2021A comprehensive review and analysis of supervised-learning and soft computing techniques for stress diagnosis in humans126 cited
    • 2020An Effective Mental Stress State Detection and Evaluation System Using Minimum Number of Frontal Brain Electrodes118 cited
    • 2024Review of Stress Detection Methods Using Wearable Sensors109 cited
    • 2023A Method for Stress Detection Using Empatica E4 Bracelet and Machine-Learning Techniques91 cited
    • 2023A multilayer stacking method base on RFE-SHAP feature selection strategy for recognition of driver’s mental load and emotional state86 cited
    • 2023Multimodal Hierarchical CNN Feature Fusion for Stress Detection80 cited
    • 2023An interpretable machine learning approach to multimodal stress detection in a simulated office environment79 cited
    • 2021Academic stress detection on university students during COVID-19 outbreak by using an electronic nose and the galvanic skin response71 cited
    • 2020Wearable sensor-based evaluation of psychosocial stress in patients with metabolic syndrome68 cited
    • 2022A text classification approach to detect psychological stress combining a lexicon-based feature framework with distributional representations62 cited
    • 2022A novel multi-modal depression detection approach based on mobile crowd sensing and task-based mechanisms61 cited
    • 2022Wearables for Engagement Detection in Learning Environments: A Review61 cited
    • 2021The Feasibility of Wearable and Self-Report Stress Detection Measures in a Semi-Controlled Lab Environment59 cited
    • 2024Developing an EEG-Based Emotion Recognition Using Ensemble Deep Learning Methods and Fusion of Brain Effective Connectivity Maps59 cited