Publications by authors named "Shaibal Barua"

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Study on human subjects - influence of stress and alcohol in simulated traffic situations.
Mobyen Uddin Ahmed, Mir Riyanul Islam, Shaibal Barua, Bertil Hök, Emma Jonforsen

Open Res Eur· December 2021

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Vision-Based Driver's Cognitive Load Classification Considering Eye Movement Using Machine Learning and Deep Learning.
Hamidur Rahman, Mobyen Uddin Ahmed, Shaibal Barua, Peter Funk, Shahina Begum

Sensors (Basel)· November 2021

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Towards Intelligent Data Analytics: A Case Study in Driver Cognitive Load Classification.
Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum

Brain Sci· August 2020

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A Novel Mutual Information Based Feature Set for Drivers' Mental Workload Evaluation Using Machine Learning.
Mir Riyanul Islam, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum, Pietro Aricò

Brain Sci· August 2020

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Automated EEG Artifact Handling With Application in Driver Monitoring.
Shaibal Barua, Mobyen Uddin Ahmed, Christer Ahlstrom, Shahina Begum, Peter Funk

IEEE J Biomed Health Inform· September 2018

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Classifying Drivers' Cognitive Load Using EEG Signals.
Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum

Stud Health Technol Inform· April 2018

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Supervised machine learning algorithms to diagnose stress for vehicle drivers based on physiological sensor signals.
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed

Stud Health Technol Inform· January 2018

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Physiological sensor signals classification for healthcare using sensor data fusion and case-based reasoning.
Shahina Begum, Shaibal Barua, Mobyen Uddin Ahmed

Sensors (Basel)· July 2014

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EEG sensor based classification for assessing psychological stress.
Shahina Begum, Shaibal Barua

Stud Health Technol Inform· April 2014

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