Advanced Hybrid Reasoning and Transfer Learning on Multimodal Data with Transformers (Feb 2025) Arnab Barua, Mobyen Uddin Ahmed, Shahina Begum Springer Nature Computer Science (SNCS)
Neurophysiological mental fatigue assessment for developing usercentred Artificial Intelligence as a solution for autonomous driving (Nov 2023) Andrea Giorgi , Vincenzo Ronca , Alessia Vozzi , Pietro Aricò , Gianluca Borghini , Rossella Capotorto , Luca Tamborra , Ilaria Simonetti , Simone Sportiello , Marco Petrelli , Carlo Polidori , Rodrigo Varga , Marteyn van Gasteren , Arnab Barua, Mobyen Uddin Ahmed, Fabio Babiloni , Gianluca Di Flumeri Frontiers in Neurorobotics (Front Neurorobot)
A Systematic Literature Review on Multimodal Machine Learning: Applications, Challenges, Gaps and Future Directions (Mar 2023) Arnab Barua, Mobyen Uddin Ahmed, Shahina Begum Journal of IEEE Access (IEEE-Access)
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)
Role of Multi-modal Machine Learning, Explainable AI and Human-AI Teaming in Trusted Intelligent Systems for Remote Digital Towers (Jan 2025) Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Waleed Reafee Sbu Jmoona, Ricky Stanley D Cruze , Alexandre Veyrie , Christophe Hurter 7th Artificial Intelligence and Cloud Computing Conference (AICCC2024)
Second-Order Learning with Grounding Alignment: A Multimodal Reasoning Approach to Handle Unlabelled Data (Feb 2024) -- Best Paper Award-- Arnab Barua, Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Andrea Giorgi 16th International Conference Agents and Artificial Intelligence (ICAART2024)
Multi-scale Data Fusion and Machine Learning for Vehicle Manoeuvre Classification (Nov 2023) Arnab Barua, Mobyen Uddin Ahmed, Shahina Begum IEEE International Conference on System Engineering and Technology (ICSET2023)