Publications
Number of publications matching the search criterion: 70 (showing 1 - 50)
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
Book chapter (3)
Machine Learning Models for Industrial Applications (Feb 2021) Enislay Ramentol , Tomas Olsson, Shaibal Barua AI and Learning Systems - Industrial Applications and Future Directions (intechopen)
Artificial Intelligence, Machine learning and Reasoning in Health Informatics – Case Studies (Aug 2020) Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum Signal Processing Techniques for Computational Health Informatics (SPT)
Artificial Intelligence, Machine learning and Reasoning in Health Informatics – An Overview (Aug 2020) Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum Signal Processing Techniques for Computational Health Informatics (SPT)
Journal article (18)
Attention-Based Fuzzy Neural Networks for Self-Supervised Data Annotation (Jan 2026) Md Rakibul Islam , Shahina Begum, Mobyen Uddin Ahmed, Shaibal Barua Intelligent Systems with Applications (ISWA)
Explainable Artificial Intelligence in Air TrafficControl: Effects of Expertise on Workload,Acceptance, and Usage Intentions (Jan 2026) Giulia Cartocci , Alexandre Veyrie , Nicola Cavagnetto , Christophe Hurter , Augustin Degas , Ana Ferreira , Mobyen Uddin Ahmed, Shahina Begum, Shaibal Barua, Gianluca Di Flumeri , Fabio Babiloni , Pietro Aricò Brain Informatics (BI)
Enhancing Random Forest Using Genetic Algorithm for Lifelong Machine Learning (Jan 2026) Tahira Salwa Rabbi Nishat, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum Journal of IEEE Access (IEEE-Access)
Taxonomy, challenges, and future directions for AI-driven industrial cooling systems (Jul 2025) Md Mohsin Kabir, Shahina Begum, Shaibal Barua, Mobyen Uddin Ahmed Array (array)
Heavy machine parts measurement through deep learning (Jan 2025) Sara BALLKOÇI , Alba ÇOLLAKU , Dr. Ardiana Topi , Shahina Begum, Shaibal Barua, Emmanuel Weiten INGENIOUS (INGENIOUS)
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)
A Survey on Artificial Intelligence (AI) and eXplainable AI in Air Traffic Management: Current Trends and Development with Future Research Trajectory (Jan 2022) Augustin Degas , Mir Riyanul Islam, Christophe Hurter , Shaibal Barua, Hamidur Rahman, Minesh Poudel , Daniele Ruscio , Mobyen Uddin Ahmed, Shahina Begum, Md Aquif Rahman, Stefano Bonelli , Giulia Cartocci , Gianluca Di Flumeri , Gianluca Borghini , Fabio Babiloni , Pietro Aricò Applied Sciences (ApplSci)
Vision-Based Driver’s Cognitive Load Classification Considering Eye Movement Using Machine Learning and Deep Learning (Nov 2021) Hamidur Rahman, Mobyen Uddin Ahmed, Shaibal Barua, Peter Funk, Shahina Begum Special Issue on Deep Learning in Biomedical Informatics and Healthcare (Sensors)
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)
Data Analytics using Statistical Methods and Machine Learning: A Case Study of Power Transfer Units (Mar 2021) Sharmin Sultana Sheuly, Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed, Ekrem Güclü , Michael Osbakk International Journal of Advanced Manufacturing Technology (IJAMT)
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)
Non-contact-based Driver's Cognitive Load Classification using Physiological and Vehicular Parameters (Nov 2019) Hamidur Rahman, Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum Biomedical Signal Processing and Control (BSPC)
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: X (ESWA: X)
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)
In-Vehicle Stress Monitoring Based on EEG Signal (Jul 2017) Shahina Begum, Shaibal Barua, Mobyen Uddin Ahmed International Journal of Engineering Research and Applications (IJERA)
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)
Classification of Physiological Signals for Wheel Loader Operators Using Multi-Scale Entropy Analysis and Case-Based Reasoning (Feb 2014) Shahina Begum, Shaibal Barua, Reno Filla , Mobyen Uddin Ahmed Expert Systems with Applications (ESA)
Conference/Workshop Paper (45)
Enhancing Industrial AI Usability Through Human-AI Interaction (Jul 2026) Marcus Hammarström , Liam Burberry Gahm , Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Emmanuel Weiten , Daniel Aurel 28th International Conference on Computer and Information Technology (ICCIT25)
An End-to-End Explainable Fault Prediction Pipeline for Embedded Test Systems (Jul 2026) Md Motaher Hossain Bhuiyan, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum 28th International Conference on Computer and Information Technology (ICCIT25)
Bias-Aware Generative XAI for Sustainable Air Traffic Control: A Methodological Framework with Predictive Telemetry (Jun 2026) Mobyen Uddin Ahmed, Christophe Hurter , Shaibal Barua, Shahina Begum, Pietro Aricò , Nicola Cavagnetto International Conference on Artificial Intelligence, Automation and Control Technologies (AIACT 2026)
Explainable Quantum Machine Learning Concepts for Trajectory Optimization in Air Traffic Management (May 2026) Shahina Begum, Shaibal Barua, Mobyen Uddin Ahmed, Henri de Boutray , Christophe Hurter International Conference on Modern Artificial Intelligence and Data Science Systems (MAIDSS26)
Quantum Machine Learning for Optimisation: A Domain Focused Survey (May 2026) Surya Teja Darbhamalla, Shahina Begum, Shaibal Barua, Mobyen Uddin Ahmed International Conference on Modern Artificial Intelligence and Data Science Systems (MAIDSS26)
Challenges and Future Directions for AI-based Systems for Remote Digital Towers (May 2026) Mir Riyanul Islam, Alexandre Veyrie , Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum, Christophe Hurter , Pietro Aricò International Conference on Modern Artificial Intelligence and Data Science Systems (MAIDSS26)
Hybrid Neuro-Fuzzy Approach for Transparent Anomaly Detection in Mining Equipment (Mar 2026) ANDIA SHKARPA , Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed International Conference on Artificial Intelligence, Automation and Control Technologies (AIACT 2026)
Enhancing Trust in AI for Remote Digital Towers: From Gap Analysis to Integration (Jan 2026) Sara Kebir , Alexandre Veyrie , Nicola Cavagnetto , Mobyen Uddin Ahmed, Shaibal Barua, Mir Riyanul Islam, Pietro Aricò , Christophe Hurter SESAR Innovation Days (SIDs) (SID2025)
A Multimodal Approach for Enhancing Decision Support in Remote Digital Tower (Oct 2025) Mobyen Uddin Ahmed, Shaibal Barua, Mir Riyanul Islam, Ricky Stanley D Cruze , Shahina Begum, Sara Kebir , Alexandre Veyrie , Christophe Hurter 2025 10th International Conference on Machine Learning Technologies (ICMLT 2025)
Integration of Explainable Artificial Intelligence and Multimodal Machine Learning for Drivers’ Fitness (Oct 2025) Mobyen Uddin Ahmed, Arnab Barua, Mir Riyanul Islam, Shaibal Barua, Shahina Begum International conference on Advanced Machine Learning and Data Science (AMLDS 25)
A Theoretical Probabilistic Framework for Explaining Generative AI (Oct 2025) Shahina Begum, Shaibal Barua, Mobyen Uddin Ahmed, Mir Riyanul Islam International conference on Advanced Machine Learning and Data Science (AMLDS 25)
ENHANCING EXPLAINABILITY, ROBUSTNESS, AND AUTONOMY: A COMPREHENSIVE APPROACH IN TRUSTWORTHY AI (May 2025) Mobyen Uddin Ahmed, Shahina Begum, Shaibal Barua, Abu Naser Masud, Gianluca Di Flumeri , Nicolò Navarin IEEE Symposium on Explainable, Responsible, and Trustworthy CI (IEEE CITREx)
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 27th International Conference on Computer and Information Technology (ICCIT24)
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)
Research Issues and Challenges in the Computational Development of Trustworthy AI (Aug 2024) Shahina Begum, Mobyen Uddin Ahmed, Shaibal Barua, Md Alamgir Kabir IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET 2024)
Balancing Fairness: Unveiling the Potential of SMOTE-Driven Oversampling in AI Model Enhancement (May 2024) Md Alamgir Kabir , Mobyen Uddin Ahmed, Shahina Begum, Shaibal Barua, Md Rakibul Islam International Conference on Machine Learning Technologies (ICMLT)
Examining Decision-Making in Air Traffic Control: Enhancing Transparency and Decision Support Through Machine Learning, Explanation, and Visualization: A Case Study (Mar 2024) Christophe Hurter , Augustin Degas , Arnaud Guibert , Maelan Poyer , Nicolas Durand , Alexandre Veyrie , Ana Ferreira , Stefano Bonelli , Mobyen Uddin Ahmed, Waleed Reafee Sbu Jmoona, Shaibal Barua, Shahina Begum, Giulia Cartocci , Gianluca Di Flumeri , Gianluca Borghini , Fabio Babiloni , Pietro Aricò 16th International Conference Agents and Artificial Intelligence (ICAART2024)
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)
Explaining the Unexplainable: Role of XAI for Flight Take-Off Time Delay Prediction (Jun 2023) Waleed Reafee Sbu Jmoona, Mobyen Uddin Ahmed, Mir Riyanul Islam, Shaibal Barua, Shahina Begum, Ana Ferreira , Nicola Cavagnetto 19th International Conference on Artificial Intelligence Applications and Innovations (AIAI2023)
Usage of more Transparent and Explainable Conflict Resolution Algorithm: Air Traffic Controller Feedback (Oct 2022) Christophe Hurter , Augustin Degas , Arnaud Guibert , Nicolas Durand , Mir Riyanul Islam, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum, Stefano Bonelli , Giulia Cartocci , Gianluca Di Flumeri , Gianluca Borghini , Pietro Aricò , Fabio Babiloni Conference of the European Association for Aviation Psychology (EAAP2022)
When a CBR in Hand is Better than Twins in the Bush (Sep 2022) Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Mir Riyanul Islam, Rosina O Weber Fourth Workshop on XCBR: Case-Based Reasoning for the Explanation of Intelligent Systems (XCBR-ICCBR2022)
Transparent Artificial Intelligence and Automation to Air Traffic Management Systems: Conflict Detection and Resolution (Aug 2022) Christophe Hurter , Augustin Degas , Mir Riyanul Islam, Shaibal Barua, Hamidur Rahman, Minesh Poudel , Daniele Ruscio , Mobyen Uddin Ahmed, Shahina Begum, Md Aquif Rahman, Stefano Bonelli , Giulia Cartocci , Gianluca Di Flumeri , Gianluca Borghini , Pietro Aricò , Fabio Babiloni International Conference on Cognitive Aircraft Systems (ICCAS2022)
Deep Learning for Automatic EEG Feature Extraction: An Application in Drivers' Mental Workload Classification (Nov 2019) Mir Riyanul Islam, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum, Gianluca Di Flumeri The 3rd International Symposium on Human Mental Workload: Models and Applications (H-WORKLOAD2019)
Intelligent Data Analytics for Maintenance in Industry 4.0 (Oct 2019) Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Ekrem Güclü , Manasi Jayapal , Sharmin Sultana Sheuly
Hypothyroid Disease Diagnosis with Causal Explanation using Case-based Reasoning and Domain-specific Ontology (Sep 2019) Mir Riyanul Islam, Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed Workshop on CBR in the Health Science (WHS-ICCBR2019)
Causality in Explainable AI for Medical Applications (May 2019) Shahina Begum, Shaibal Barua, Mobyen Uddin Ahmed SciLifeLab Science Summit 2019 (SciLifeLab)
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)
