Publications
Number of publications matching the search criterion: 133 (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 (27)
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)
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 (87)
Towards Sustainable AI Development: A Focus on Transparency and Explainability (Jul 2025) Shahina Begum, Mobyen Uddin Ahmed, Mosarrat Farhana 2nd International Conference on Creativity, Technology, and Sustainability (CCTS)
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 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)
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)
iXGB: Improving the Interpretability of XGBoost using Decision Rules and Counterfactuals (Mar 2024) Mir Riyanul Islam, Mobyen Uddin Ahmed, Shahina Begum 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)
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)
Artificial Intelligence in Predictive Maintenance: A Systematic Literature Review on Review Papers (Jul 2023) Md Rakibul Islam , Shahina Begum, Mobyen Uddin Ahmed 7th International Congress and Workshop on Industrial AI and eMaintenance (IAI)
Cognitive Digital Twin in Manufacturing: A Heuristic Approach (Jun 2023) Atiq Ur Rehman, Mobyen Uddin Ahmed, Shahina Begum 19th International Conference on Artificial Intelligence Applications and Innovations (AIAI2023)
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)
Quantitative Performance Analysis of Machine Learning Model from Discrete Perspective: A CaseStudy of Chip Detection in Turning Process (Mar 2023) Sharmin Sultana Sheuly, Mobyen Uddin Ahmed, Shahina Begum 15th International Conference on Agents and Artificial Intelligence (ICAART2023)
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)
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)
