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An Effective Mental Stress State Detection and Evaluation System Using Minimum Number of Frontal Brain Electrodes
16 references·3 citing·45 second hop
An Effective Mental Stress State Detection and Evaluation System Using Minimum Number of Frontal Brain Electrodes (2020)An Effective Mental Stress State Detectio…On identification of driving-induced stress using electroencephalogram signals: A framework based on wearable safety-critical scheme and machine learning (2019)On identification of driving-…Human stress classification using EEG signals in response to music tracks (2019)Human stress classification u…From Regional to Global Brain: A Novel Hierarchical Spatial-Temporal Neural Network Model for EEG Emotion Recognition (2019)From Regional to Global Brain…A survey of machine learning techniques in physiology based mental stress detection systems (2019)A survey of machine learning …Exploring EEG Features in Cross-Subject Emotion Recognition (2018)Exploring EEG Features in Cro…Emotional Stress State Detection Using Genetic Algorithm-Based Feature Selection on EEG Signals (2018)Emotional Stress State Detect…EEG-based workers' stress recognition at construction sites (2018)EEG-based workers' stress rec…Towards multilevel mental stress assessment using SVM with ECOC: an EEG approach (2017)Towards multilevel mental str…Machine Learning Framework for the Detection of Mental Stress at Multiple Levels (2017)Machine Learning Framework fo…Mental stress assessment using simultaneous measurement of EEG and fNIRS (2016)Mental stress assessment usin…EEG based stress level identification (2016)EEG based stress level identi…Feature Extraction and Selection for Emotion Recognition from EEG (2014)Feature Extraction and Select…The Essential Guide to Effect Sizes (2010)The Essential Guide to Effect…Driver Drowsiness Classification Using Fuzzy Wavelet-Packet-Based Feature-Extraction Algorithm (2010)Driver Drowsiness Classificat…Nasa-task load index (NASA-TLX); 20 years later (2006)Nasa-task load index (NASA-TL…Mental workload dynamics in adaptive interface design (1988)Mental workload dynamics in a…Hybrid Deep Learning Approach for Stress Detection Using Decomposed EEG Signals (2023)Hybrid Deep Learning Approach…Applications of artificial intelligence−machine learning for detection of stress: a critical overview (2023)Applications of artificial in…Validation of a Light EEG-Based Measure for Real-Time Stress Monitoring during Realistic Driving (2022)Validation of a Light EEG-Bas…Measuring emotion: The self-assessment manikin and the semantic differential (1994)International affective picture system (IAPS) : affective ratings of pictures and instruction manual (2005)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)EEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)A definition of a nonprobabilistic entropy in the setting of fuzzy sets theory (1972)Cumulative Sleepiness, Mood Disturbance, and Psychomotor Vigilance Performance Decrements During a Week of Sleep Restricted to 4–5 Hours per Night (1997)A critical review of the psychophysiology of driver fatigue (2001)Exploring Neuro-Physiological Correlates of Drivers' Mental Fatigue Caused by Sleep Deprivation Using Simultaneous EEG, ECG, and fNIRS Data (2016)A Review on Mental Stress Assessment Methods Using EEG Signals (2021)A Review of Recent Developments in Driver Drowsiness Detection Systems (2022)The social readjustment rating scale (1967)Detecting Stress During Real-World Driving Tasks Using Physiological Sensors (2005)Objective measures, sensors and computational techniques for stress recognition and classification: A survey (2012)A Global Measure of Perceived Stress (1983)A systematic review of neurobiological and clinical features of mindfulness meditations (2009)Classification of Perceived Mental Stress Using A Commercially Available EEG Headband (2019)A circumplex model of affect. (1980)Emotion regulation and mental health. (1995)Cross-Subject Emotion Recognition Using Flexible Analytic Wavelet Transform From EEG Signals (2018)EEG-Based BCI Emotion Recognition: A Survey (2020)Emotion recognition system using short-term monitoring of physiological signals (2004)Flow and the Foundations of Positive Psychology (2014)The Experience Sampling Method (2014)Application of Wearable Biosensors to Construction Sites. 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(1992)Bias in meta-analysis detected by a simple, graphical test (1997)G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences (2007)The New Statistics (2013)Un sistema de clasificación de los diseños de investigación en psicología (2013)Effect size guidelines for individual differences researchers (2016)Automation transparency: implications of uncertainty communication for human-automation interaction and interfaces (2018)Human-AI Collaboration via Conditional Delegation: A Case Study of Content Moderation (2022)Who Should I Trust: AI or Myself? Leveraging Human and AI Correctness Likelihood to Promote Appropriate Trust in AI-Assisted Decision-Making (2023)
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References

  • 2010The Essential Guide to Effect Sizes2,459 cited
  • 2014Feature Extraction and Selection for Emotion Recognition from EEG1,086 cited
  • 2006Nasa-task load index (NASA-TLX); 20 years later838 cited
  • 2010Driver Drowsiness Classification Using Fuzzy Wavelet-Packet-Based Feature-Extraction Algorithm526 cited
  • 2018Exploring EEG Features in Cross-Subject Emotion Recognition370 cited
  • 2018EEG-based workers' stress recognition at construction sites340 cited
  • 2019From Regional to Global Brain: A Novel Hierarchical Spatial-Temporal Neural Network Model for EEG Emotion Recognition316 cited
  • 2016Mental stress assessment using simultaneous measurement of EEG and fNIRS284 cited
  • 2017Machine Learning Framework for the Detection of Mental Stress at Multiple Levels274 cited
  • 2019On identification of driving-induced stress using electroencephalogram signals: A framework based on wearable safety-critical scheme and machine learning231 cited
  • 2019Human stress classification using EEG signals in response to music tracks217 cited
  • 2019A survey of machine learning techniques in physiology based mental stress detection systems208 cited
  • 2017Towards multilevel mental stress assessment using SVM with ECOC: an EEG approach192 cited
  • 2016EEG based stress level identification158 cited

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  • 2018Emotional Stress State Detection Using Genetic Algorithm-Based Feature Selection on EEG Signals151 cited
  • 1988Mental workload dynamics in adaptive interface design150 cited
  • Cited by

    • 2023Applications of artificial intelligence−machine learning for detection of stress: a critical overview74 cited
    • 2023Hybrid Deep Learning Approach for Stress Detection Using Decomposed EEG Signals65 cited
    • 2022Validation of a Light EEG-Based Measure for Real-Time Stress Monitoring during Realistic Driving63 cited