Publications
Number of publications matching the search criterion: 13
Journal article (6)
A Systematic Review of Explainable Artificial Intelligence in terms of Different Application Domains and Tasks (Jan 2022) Mir Riyanul Islam, Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum Applied Sciences (ApplSci)
Study on Human Subjects - Influence of Stress and Alcohol in Simulated Traffic Situations (Jul 2021) Mobyen Uddin Ahmed, Mir Riyanul Islam, Shaibal Barua, Bertil Hök, Emma Jonforsen , Shahina Begum Open Research Europe (ORE)
Convolutional Neural Network for Driving Manoeuvre Identification based on Inertial Measurement Unit (IMU) and Global Positioning System (GPS) (Sep 2020) Mobyen Uddin Ahmed, Shahina Begum Frontiers in Sustainable Cities-Governance and Cities (Advances in Road Safety Planning) (Frontiers)
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) (BrainSci)
A Novel Mutual Information based Feature Set for Drivers’ Mental Workload Evaluation using Machine Learning (Aug 2020) Mir Riyanul Islam, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum, Pietro Aricò , Gianluca Borghini , Gianluca Di Flumeri Brain Sciences (Special Issue: Brain Plasticity, Cognitive Training and Mental States Assessment) (BrainSci)
A Machine Learning Approach to Classify Pedestrians’ Event based on IMU and GPS (May 2020) Mobyen Uddin Ahmed, Staffan Brickman , Alexander Dengg , Niklas Fasth , Marko Mihajlovic , Jacob Norman International Journal of Artificial Intelligence (IJAI)
Conference/Workshop Paper (7)
In-Depth Analysis of Diverse Driver Behaviors using Hybrid Multimodal Machine Learning (Mar 2025) Mera Abudiab , Francisco Javier Pérez Núñez , Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Arnab Barua International Conference on Computer and Information Technology (ICCIT)
Interpretable Machine Learning for Modelling and Explaining Car Drivers' Behaviour: An Exploratory Analysis on Heterogeneous Data (Feb 2023) Mir Riyanul Islam, Mobyen Uddin Ahmed, Shahina Begum 15th International Conference on Agents and Artificial Intelligence (ICAART2023)
Reaction Time Variability Association with Safe Driving Indexes (Jun 2020) Mohammed Ghaith Altarabichi, Mobyen Uddin Ahmed, Maria Rita Ciceri , Stefania Balzarotti , Federica Biassoni , Debora Lombardi , Paolo Perego Transport Research Arena (TRA2020)
Supervised Learning for Road Junctions Identification using IMU (Mar 2019) Mohammed Ghaith Altarabichi, Mobyen Uddin Ahmed, Shahina Begum First International Conference on Advances in Signal Processing and Artificial Intelligence (ASPAI' 2019)
Cloud-based Data Analytics on Human Factor Measurement to Improve Safer Transport (Nov 2017) Mobyen Uddin Ahmed, Shahina Begum, Carlos Alberto Catalina , Lior Limonad , Bertil Hök, Gianluca Di Flumeri 4th EAI International Conference on IoT Technologies for HealthCare (HealthyIoT'17)
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)
