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Time-varying singular value decomposition analysis of electrodermal activity: A novel method of cognitive load estimation
6 references·1 citing·37 second hop
Time-varying singular value decomposition analysis of electrodermal activity: A novel method of cognitive load estimation (2018)Time-varying singular value decomposition…An efficient automatic workload estimation method based on electrodermal activity using pattern classifier combinations (2016)An efficient automatic worklo…Estimating mental workload through event-related fluctuations of pupil area during a task in a virtual world (2013)Estimating mental workload th…An improved algorithm for model-based analysis of evoked skin conductance responses (2013)An improved algorithm for mod…A comparative evaluation of neural network classifiers for stress level analysis of automotive drivers using physiological signals (2013)A comparative evaluation of n…Using galvanic skin response for cognitive load measurement in arithmetic and reading tasks (2012)Using galvanic skin response …An empirical study of machine learning techniques for affect recognition in human–robot interaction (2006)An empirical study of machine…A Systematic Review of In-Vehicle Physiological Indices and Sensor Technology for Driver Mental Workload Monitoring (2023)A Systematic Review of In-Veh…Training strategies for attaining transfer of problem-solving skill in statistics: A cognitive-load approach. (1992)Cognitive load theory, learning difficulty, and instructional design (1994)Cognitive Load Theory (2011)Interruptibility of Software Developers and its Prediction Using Psycho-Physiological Sensors (2015)A survey of workload assessment algorithms (2018)Multimodal Fusion for Objective Assessment of Cognitive Workload: A Review (2019)Emotion Recognition Using Bio-sensors: First Steps towards an Automatic System (2004)Detecting Stress During Real-World Driving Tasks Using Physiological Sensors (2005)Emotion recognition based on physiological changes in music listening (2008)Multi-parameter prediction of drivers' lane-changing behaviour with neural network model (2015)Automatic driver stress level classification using multimodal deep learning (2019)Intelligent In‐Vehicle Interaction Technologies (2021)International affective picture system (IAPS) : affective ratings of pictures and instruction manual (2005)Effects of picture content and intensity on affective physiological response (2006)Arousal and Valence Recognition of Affective Sounds Based on Electrodermal Activity (2016)Simple, Transparent, and Flexible Automated Quality Assessment Procedures for Ambulatory Electrodermal Activity Data (2017)Anxiety and the Neurobiology of Temporally Uncertain Threat Anticipation (2020)Affective Computing (1997)The media equation: how people treat computers, television, and new media like real people and places (1997)Emotion recognition in human-computer interaction (2001)Dynamic Difficulty Adjustment in Computer Games Through Real-Time Anxiety-Based Affective Feedback (2009)A review of the use of psychophysiological methods in game research (2011)Emotion Recognition Using Eye-Tracking: Taxonomy, Review and Current Challenges (2020)Pupil size variation as an indication of affective processing (2003)Encyclopedia of research design (2011)Engineering Psychology and Human Performance (2015)Objective detection of chronic stress using physiological parameters (2018)Assessing Cognitive Load Using EEG and Eye-Tracking in 3-D Learning Environments: A Systematic Review (2025)Cognitive Load Measurement as a Means to Advance Cognitive Load Theory (2003)Effects of visual and cognitive load in real and simulated motorway driving (2005)Audio-video emotional response mapping based upon Electrodermal Activity (2018)Machine Learning Techniques for Arousal Classification from Electrodermal Activity: A Systematic Review (2022)Comparison of Electrodermal Activity Signal Decomposition Techniques for Emotion Recognition (2024)Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research (1988)Handbook of Human Factors and Ergonomics Methods (2004)Measuring neurophysiological signals in aircraft pilots and car drivers for the assessment of mental workload, fatigue and drowsiness (2012)Systematic review of neurophysiological assessment techniques and metrics for mental workload evaluation in real-world settings (2025)
this work references cited by second hop

References

  • 2006An empirical study of machine learning techniques for affect recognition in human–robot interaction313 cited
  • 2012Using galvanic skin response for cognitive load measurement in arithmetic and reading tasks219 cited
  • 2013A comparative evaluation of neural network classifiers for stress level analysis of automotive drivers using physiological signals194 cited
  • 2013An improved algorithm for model-based analysis of evoked skin conductance responses122 cited
  • 2013Estimating mental workload through event-related fluctuations of pupil area during a task in a virtual world55 cited
  • 2016An efficient automatic workload estimation method based on electrodermal activity using pattern classifier combinations43 cited

Cited by

  • 2023A Systematic Review of In-Vehicle Physiological Indices and Sensor Technology for Driver Mental Workload Monitoring42 cited

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