Publications
Number of publications matching the search criterion: 150 (showing 1 - 50)
Doctoral Thesis (1)
A personalised case-based stress diagnosis system using physiological sensor signals (Jun 2011) Shahina Begum
Licentiate Thesis (1)
A Case-Based Reasoning System for the Diagnosis of Individual Sensitivity to Stress in Psychophysiology (May 2009) Shahina Begum
Book chapter (5)
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)
Physiological Sensor Signals Analysis to Represent Cases in a Case-based Diagnostic System (Jan 2012) Shahina Begum, Mobyen Uddin Ahmed, Peter Funk Innovations in Knowledge-based Systems in Biomedicine
Intelligent Signal Analysis Using Case-Based Reasoning for Decision Support in Stress Management (Jan 2010) Shahina Begum, Mobyen Uddin Ahmed, Ning Xiong, Peter Funk Computational Intelligence in Healthcare 4
Case-Based Reasoning for Medical and Industrial Decision Support Systems (Jan 2010) Mobyen Uddin Ahmed, Shahina Begum, Ning Xiong, Peter Funk Successful Case-based Reasoning Applications
Journal article (33)
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)
Privacy-preserving Ground-truth Data for Evaluating Additive Feature Attribution in Regression Models with Additive CBR and CQV (Oct 2025) Mir Riyanul Islam, Rosina O Weber , Mobyen Uddin Ahmed, Shahina Begum Knowledge-Based Systems (KBS)
Interpretable Self-Supervised Learning for Fault Identification in Printed Circuit Board Assembly Testing (Sep 2025) Md Rakibul Islam , Shahina Begum, Mobyen Uddin Ahmed AI-Based Machinery Health Monitoring (ApplSci25)
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)
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)
Heavy machine parts measurement through deep learning (Jan 2025) Sara BALLKOÇI , Alba ÇOLLAKU , Dr. Ardiana Topi , Shahina Begum, Shaibal Barua, Emmanuel Weiten INGENIOUS (INGENIOUS)
Chip Analysis for Tool Wear Monitoring in Machining: A Deep Learning Approach (Aug 2024) Atiq Ur Rehman, Tahira Salwa Rabbi Nishat, Mobyen Uddin Ahmed, Shahina Begum, Abhishek Ranjan Journal of IEEE Access (Access'18)
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)
CODE: A Moving Window-Based Framework for Detecting Concept Drift in Software Defect Prediction (Nov 2022) Md Alamgir Kabir , Shahina Begum, Mobyen Uddin Ahmed, Atiq Ur Rehman Symmetry (Symmetry)
Machine Learning Based Digital Twin in Manufacturing: A Bibliometric Analysis and Evolutionary Overview (Jul 2022) Sharmin Sultana Sheuly, Mobyen Uddin Ahmed, Shahina Begum Applied Sciences- Computing and Artificial Intelligence(Special issue:Artificial Intelligence and Optimization in Industry 4.0) (applsci)
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)
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 Vision based Indoor Navigation System for Individual with Visual Impairment (May 2020) Mobyen Uddin Ahmed, Mohammed Ghaith Altarabichi, Shahina Begum, Fredrik Ginsberg , Robert Glaes , Magnus Östgren , Hamidur Rahman, Magnus Sörensen International Journal of Artificial Intelligence (IJAI)
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)
Non-contact Physiological Parameters Extraction using Facial Video considering Illumination, Motion, Movement and Vibration (May 2019) Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum IEEE Transactions on Biomedical Engineering (TBME)
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)
Towards a compositional service architecture for real-time cloud robotics: invited paper (Jun 2016) Shahina Begum, Moris Behnam, Thomas Larsson, Thomas Nolte, Kristian Sandström ACM SIGBED Review. Special Issue on 8th Workshop on Compositional Theory and Technology for Real-Time Embedded Systems (CRTS 2015) (SIGBED Review)
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)
Case-Based Reasoning Systems in the Health Sciences: A Survey of Recent Trends and Developments (Dec 2011) Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Ning Xiong, Mia Folke IEEE Transactions on Systems, Man, and Cybernetics--Part C: Applications and Reviews
A Multi-Module Case Based Biofeedback System for Stress Treatment (Feb 2011) Mobyen Uddin Ahmed, Shahina Begum, Peter Funk, Ning Xiong, Bo von Schéele Artificial Intelligence in Medicine
A Case-Based Decision Support System for Individual Stress Diagnosis Using Fuzzy Similarity Matching (Aug 2009) Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Ning Xiong, Bo von Schéele Computational Intelligence (CI)
Case-Based Systems in the Health Sciences - A Case Study in the Field of Stress Management (Mar 2009) Shahina Begum, Mobyen Uddin Ahmed, Peter Funk WSEAS Transactions on Systems
Case-based Reasoning for Diagnosis of Stress using Enhanced Cosine and Fuzzy Similarity (Oct 2008) Mobyen Uddin Ahmed, Shahina Begum, Peter Funk, Ning Xiong, Bo von Schéele Transactions on Case-Based Reasoning on Multimedia Data
Conference/Workshop Paper (98)
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)
Physics-Informed vs. Traditional Neural Networks for Fluid Flow and Heat Transfer (Jul 2026) Md Mohsin Kabir, 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 Hierarchical Self-Supervised Learning Framework for Intelligent Fault Discovery (Jun 2026) Md Rakibul Islam , Shahina Begum, Mobyen Uddin Ahmed 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)
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)
