Publications

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Number of publications matching the search criterion: 20

Doctoral Thesis (1)

MULTIVARIATE DATA ANALYTICS TO IDENTIFY DRIVER’S SLEEPINESS, COGNITIVE LOAD, AND STRESS (Feb 2019)
Shaibal Barua

Licentiate Thesis (1)

Intelligent Driver Mental State Monitoring System Using Physiological Sensor Signals (Oct 2015)
Shaibal Barua

Journal article (4)

Towards Intelligent Data Analytics: A Case Study in Driver Cognitive Load Classification (Aug 2020)
Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum
Brain Sciences (Special Issue: Brain Plasticity, Cognitive Training and Mental States Assessment) (Brain Sci)

Automatic Driver Sleepiness Detection using EEG, EOG and Contextual Information (Jan 2019)
Shaibal Barua, Mobyen Uddin Ahmed, Christer Ahlström , Shahina Begum
Expert Systems with Applications (ESWA)

Automated EEG Artifact Handling with Application in Driver Monitoring (Nov 2017)
Shaibal Barua, Mobyen Uddin Ahmed, Christer Ahlström , Shahina Begum, Peter Funk
IEEE Journal of Biomedical and Health Informatics (J-BHI)

Physiological Sensor Signals Classification for Healthcare using Sensor Data Fusion and Case-Based Reasoning (Jul 2014)
Shahina Begum, Shaibal Barua, Mobyen Uddin Ahmed
Sensors (Special Issue on Sensors Data Fusion for Healthcare) (Sensors)

Conference/Workshop Paper (13)

Drivers' Sleepiness Classification using Machine Learning with Physiological and Contextual data (Mar 2019)
Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum
First International Conference on Advances in Signal Processing and Artificial Intelligence (ASPAI' 2019)

Distributed Multivariate Physiological Signal Analytics for Drivers’ Mental State Monitoring (Oct 2017)
Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum
4th EAI International Conference on IoT Technologies for HealthCare (HealthyIoT'17)

Scalable Framework for Distributed Case-based Reasoning for Big data analytics (Oct 2017)
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
4th EAI International Conference on IoT Technologies for HealthCare (HealthyIoT'17)

Classifying drivers’ cognitive load using EEG signals (May 2017)
Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum
14th International Conference on Wearable, micro & Nano Technologies (pHealth2017)

Driver’s State Monitoring: A Case Study on Big Data Analytics (Oct 2016)
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
The 3rd EAI International Conference on IoT Technologies for HealthCare (HealthyIoT'16)

AUTOMATED EEG ARTIFACTS HANDLING FOR DRIVER SLEEPINESS MONITORING (Feb 2016)
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed, Christer Ahlström
2nd International Symposium on Somnolence, Vigilance, and Safety (SomnoSafe2016)

Clustering based Approach for Automated EEG Artifacts Handling (Nov 2015)
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
The 13th Scandinavian Conference on Artificial Intelligence (SCAI 2015)

Intelligent Automated EEG Artifacts Handling Using Wavelet Transform, Independent Component Analysis and Hierarchal clustering (Oct 2015)
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
1st Workshop on Embedded Sensor Systems for Health through Internet of Things (ESS-H IoT)

Supervised Machine Learning Algorithms to Diagnose Stress for Vehicle Drivers Based on Physiological Sensor Signals (Jun 2015)
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
12th International Conference on Wearable Micro and Nano Technologies for Personalized Health (pHealth 2015)

A Fusion Based System for Physiological Sensor Signal Classification (Oct 2014)
Shahina Begum, Shaibal Barua, Mobyen Uddin Ahmed, Peter Funk
Medicinteknikdagarna 2014 (MTD10)

Classification of Ocular Artifacts in EEG Signals Using Hierarchical Clustering and Case-based Reasoning (Sep 2014)
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed, Peter Funk
Workshop on Synergies between CBR and Data Mining at 22nd International Conference on Case-Based Reasoning (CBRDM'14)

A Review on Machine Learning Algorithms in Handling EEG Artifacts (May 2014)
Shaibal Barua, Shahina Begum
The Swedish AI Society (SAIS) Workshop (SAIS, 14)

Intelligent Driver Monitoring Systems Based on Physiological Sensor Signals: A Review (Oct 2013)
Shahina Begum
16th International IEEE Annual Conference on Intelligent Transportation Systems

Report (1)

Vehicle Driver Monitoring: sleepiness and cognitive load (May 2017)
Emma Nilsson , Christer Ahlström , Shaibal Barua, Carina Fors , Per Lindén , Bo Svanberg , Shahina Begum, Mobyen Uddin Ahmed, Anna Anund
Swedish National Road and Transport Research Institute (VTI) (VTI rapport 937A)

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