Classify and Diagnose Individual Stress Using Calibration and Fuzzy Case-Based Reasoning. - Shahina Begum; Mobyen Uddin Ahmed; Peter Funk 001; Ning Xiong 001; Bo von Schéele (ICCBR, 2007)

A Three Phase Computer Assisted Biofeedback Training System Using Case-Based Reasoning. - Mobyen Uddin Ahmed; Shahina Begum; Peter Funk 001; Ning Xiong 001; Bo von Schéele (ECCBR Workshops, 2008)

Case-based Reasoning for Diagnosis of Stress using Enhanced Cosine and Fuzzy Similarity. - Mobyen Uddin Ahmed; Shahina Begum; Peter Funk 001; Ning Xiong 001; Bo von Schéele (Trans. Case Based Reason., 2008)

A Case-Based Decision Support System for Individual Stress Diagnosis Using Fuzzy Similarity Matching. - Shahina Begum; Mobyen Uddin Ahmed; Peter Funk 001; Ning Xiong 001; Bo von Schéele (Comput. Intell., 2009)

A Case-Based Retrieval System for Post-Operative Pain Treatment. - Mobyen Uddin Ahmed; Peter Funk 001 (ICDM (Workshops), 2011)

Mining rare cases in post-operative pain by means of outlier detection. - Mobyen Uddin Ahmed; Peter Funk 001 (ISSPIT, 2011)

K-NN based interpolation to handle artifacts for heart rate variability analysis. - Shahina Begum; Md. Siblee Islam; Mobyen Uddin Ahmed; Peter Funk 001 (ISSPIT, 2011)

A multi-module case-based biofeedback system for stress treatment. - Mobyen Uddin Ahmed; Shahina Begum; Peter Funk 001; Ning Xiong 001; Bo von Schéele (Artif. Intell. Medicine, 2011)

Case-Based Reasoning Systems in the Health Sciences: A Survey of Recent Trends and Developments. - Shahina Begum; Mobyen Uddin Ahmed; Peter Funk 001; Ning Xiong 001; Mia Folke (IEEE Trans. Syst. Man Cybern. Part C, 2011)

A Multimodal Approach for Clinical Diagnosis and Treatment. - Mobyen Uddin Ahmed (2011)

A hybrid case-based system in clinical diagnosis and treatment. - Mobyen Uddin Ahmed; Shahina Begum; Peter Funk 001 (BHI, 2012)

Case Studies on the Clinical Applications using Case-Based Reasoning. - Mobyen Uddin Ahmed; Shahina Begum; Peter Funk 001 (FedCSIS, 2012)

Mental State Monitoring System for the Professional Drivers Based on Heart Rate Variability Analysis. - Shahina Begum; Mobyen Uddin Ahmed; Peter Funk 001; Reno Filla (FedCSIS, 2012)

A Computer Aided System for Post-operative Pain Treatment Combining Knowledge Discovery and Case-Based Reasoning. - Mobyen Uddin Ahmed; Peter Funk 001 (ICCBR, 2012)

An Overview of Three Medical Applications Using Hybrid Case-Based Reasoning. - Mobyen Uddin Ahmed; Shahina Begum; Peter Funk 001 (ICDM (Workshops), 2012)

The 3 CDSSs: An Overview and Application in Case-Based Reasoning. - Mobyen Uddin Ahmed; Shahina Begum; Peter Funk 001 (SAIS, 2012)

Towards NLG for Physiological Data Monitoring with Body Area Networks. - Hadi Banaee; Mobyen Uddin Ahmed; Amy Loutfi (ENLG, 2013)

A Framework for Automatic Text Generation of Trends in Physiological Time Series Data. - Hadi Banaee; Mobyen Uddin Ahmed; Amy Loutfi (SMC, 2013)

Data Mining for Wearable Sensors in Health Monitoring Systems: A Review of Recent Trends and Challenges. - Hadi Banaee; Mobyen Uddin Ahmed; Amy Loutfi (Sensors, 2013)

Intelligent Healthcare Services to Support Health Monitoring of Elderly. - Mobyen Uddin Ahmed; Hadi Banaee; Xavier Rafael Palou; Amy Loutfi (IoT360 (1), 2014)

Classification of physiological signals for wheel loader operators using Multi-scale Entropy analysis and case-based reasoning. - Shahina Begum; Shaibal Barua; Reno Filla; Mobyen Uddin Ahmed (Expert Syst. Appl., 2014)

Physiological Sensor Signals Classification for Healthcare Using Sensor Data Fusion and Case-Based Reasoning. - Shahina Begum; Shaibal Barua; Mobyen Uddin Ahmed (Sensors, 2014)

Self-serve ICT-based Health Monitoring to Support Active Ageing. - Mobyen Uddin Ahmed; Jesica Rivero Espinosa; Alenka Reissner; Alex Domingo; Hadi Banaee; Amy Loutfi; Xavier Rafael Palou (HEALTHINF, 2015)

Descriptive Modelling of Clinical Conditions with Data-driven Rule Mining in Physiological Data. - Hadi Banaee; Mobyen Uddin Ahmed; Amy Loutfi (HEALTHINF, 2015)

An Overview on the Internet of Things for Health Monitoring Systems. - Mobyen Uddin Ahmed; Mats Björkman; Aida Causevic; Hossein Fotouhi; Maria Lindén (IoT 360 (1), 2015)

Non-contact Physiological Parameters Extraction Using Camera. - Hamidur Rahman; Mobyen Uddin Ahmed; Shahina Begum (IoT 360 (1), 2015)

A Personalized Health-Monitoring System for Elderly by Combining Rules and Case-Based Reasoning. - Mobyen Uddin Ahmed (pHealth, 2015)

A Generic System-Level Framework for Self-Serve Health Monitoring System through Internet of Things (IoT). - Mobyen Uddin Ahmed; Mats Björkman; Maria Lindén (pHealth, 2015)

Supervised Machine Learning Algorithms to Diagnose Stress for Vehicle Drivers Based on Physiological Sensor Signals. - Shaibal Barua; Shahina Begum; Mobyen Uddin Ahmed (pHealth, 2015)

Clustering based Approach for Automated EEG Artifacts Handling. - Shaibal Barua; Shahina Begum; Mobyen Uddin Ahmed (SCAI, 2015)

Driver Monitoring in the Context of Autonomous Vehicle. - Hamidur Rahman; Shahina Begum; Mobyen Uddin Ahmed (SCAI, 2015)

Driver's State Monitoring: A Case Study on Big Data Analytics. - Shaibal Barua; Shahina Begum; Mobyen Uddin Ahmed (HealthyIoT, 2016)

Ins and Outs of Big Data: A Review. - Hamidur Rahman; Shahina Begum; Mobyen Uddin Ahmed (HealthyIoT, 2016)

A Case-Based Classification for Drivers' Alcohol Detection Using Physiological Signals. - Hamidur Rahman; Shaibal Barua; Mobyen Uddin Ahmed; Shahina Begum; Bertil Hök (HealthyIoT, 2016)

SmartMirror: An Embedded Non-contact System for Health Monitoring at Home. - Hamidur Rahman; Shankar Iyer; Caroline Meusburger; Kolja Dobrovoljski; Mihaela Stoycheva; Vukan Turkulov; Shahina Begum; Mobyen Uddin Ahmed (HealthyIoT, 2016)

Falling Angel - A Wrist Worn Fall Detection System Using K-NN Algorithm. - Hamidur Rahman; Johan Sandberg; Lennart Eriksson; Mohammad Heidari; Jan Arwald; Peter Eriksson; Shahina Begum; Maria Lindén; Mobyen Uddin Ahmed (HealthyIoT, 2016)

The E-Care@Home Infrastructure for IoT-Enabled Healthcare. - Nicolas Tsiftes; Simon Duquennoy; Thiemo Voigt; Mobyen Uddin Ahmed; Uwe Köckemann; Amy Loutfi (HealthyIoT, 2016)

Intelligent Automated EEG Artifacts Handling Using Wavelet Transform, Independent Component Analysis and Hierarchal Clustering. - Shaibal Barua; Shahina Begum; Mobyen Uddin Ahmed (MobiHealth, 2016)

Non-Contact Heart Rate Monitoring Using Lab Color Space. - Hamidur Rahman; Mobyen Uddin Ahmed; Shahina Begum (pHealth, 2016)

Real Time Heart Rate Monitoring From Facial RGB Color Video Using Webcam. - Hamidur Rahman; Mobyen Uddin Ahmed; Shahina Begum; Peter Funk 001 (SAIS, 2016)

Cloud-Based Data Analytics on Human Factor Measurement to Improve Safer Transport. - Mobyen Uddin Ahmed; Shahina Begum; Carlos Alberto Catalina; Lior Limonad; Bertil Hök; Gianluca Di Flumeri (HealthyIoT, 2017)

Run-Time Assurance for the E-care@home System. - Mobyen Uddin Ahmed; Hossein Fotouhi; Uwe Köckemann; Maria Lindén; Ivan Tomasic; Nicolas Tsiftes; Thiemo Voigt (HealthyIoT, 2017)

Distributed Multivariate Physiological Signal Analytics for Drivers' Mental State Monitoring. - Shaibal Barua; Mobyen Uddin Ahmed; Shahina Begum (HealthyIoT, 2017)

Scalable Framework for Distributed Case-Based Reasoning for Big Data Analytics. - Shaibal Barua; Shahina Begum; Mobyen Uddin Ahmed (HealthyIoT, 2017)

Vision-Based Remote Heart Rate Variability Monitoring Using Camera. - Hamidur Rahman; Mobyen Uddin Ahmed; Shahina Begum (HealthyIoT, 2017)

Deep Learning Based Person Identification Using Facial Images. - Hamidur Rahman; Mobyen Uddin Ahmed; Shahina Begum (HealthyIoT, 2017)

Classifying Drivers' Cognitive Load Using EEG Signals. - Shaibal Barua; Mobyen Uddin Ahmed; Shahina Begum (pHealth, 2017)

Quality Index Analysis on Camera-Based R-Peak Identification Considering Movements and Light Illumination. - Mobyen Uddin Ahmed; Hamidur Rahman; Shahina Begum (pHealth, 2018)

Automated EEG Artifact Handling With Application in Driver Monitoring. - Shaibal Barua; Mobyen Uddin Ahmed; Christer Ahlström; Shahina Begum; Peter Funk 001 (IEEE J. Biomed. Health Informatics, 2018)

Deep Learning for Automatic EEG Feature Extraction: An Application in Drivers' Mental Workload Classification. - Mir Riyanul Islam; Shaibal Barua; Mobyen Uddin Ahmed; Shahina Begum; Gianluca Di Flumeri (H-WORKLOAD, 2019)

Hypothyroid Disease Diagnosis with Causal Explanation using Case-based Reasoning and Domain-specific Ontology. - Mir Riyanul Islam; Shaibal Barua; Shahina Begum; Mobyen Uddin Ahmed (ICCBR Workshops, 2019)

Automatic driver sleepiness detection using EEG, EOG and contextual information. - Shaibal Barua; Mobyen Uddin Ahmed; Christer Ahlström; Shahina Begum (Expert Syst. Appl., 2019)

Machine Learning for Cognitive Load Classification - A Case Study on Contact-Free Approach. - Mobyen Uddin Ahmed; Shahina Begum; Rikard Gestlöf; Hamidur Rahman; Johannes Sörman (AIAI (1), 2020)

Non-contact-based driver's cognitive load classification using physiological and vehicular parameters. - Hamidur Rahman; Mobyen Uddin Ahmed; Shaibal Barua; Shahina Begum (Biomed. Signal Process. Control., 2020)

Open-Source Data Collection and Data Sets for Activity Recognition in Smart Homes. - Uwe Köckemann; Marjan Alirezaie; Jennifer Renoux; Nicolas Tsiftes; Mobyen Uddin Ahmed; Daniel Morberg; Maria Lindén; Amy Loutfi (Sensors, 2020)

Non-Contact Physiological Parameters Extraction Using Facial Video Considering Illumination, Motion, Movement and Vibration. - Hamidur Rahman; Mobyen Uddin Ahmed; Shahina Begum (IEEE Trans. Biomed. Eng., 2020)

Deep Learning in Remote Sensing: An Application to Detect Snow and Water in Construction Sites. - Hamidur Rahman; Mobyen Uddin Ahmed; Shahina Begum; Mats Fridberg; Adam Hoflin (AI4I, 2021)

Explainable Machine Learning to Improve Assembly Line Automation. - Sharmin Sultana Sheuly; Mobyen Uddin Ahmed; Shahina Begum; Michael Osbakk (AI4I, 2021)

Supporting Autonomous Vehicle Applications on the Heterogeneous System Architecture. - Nandinbaatar Tsog; Marielle Gallardo; Sweta Chakraborty; Torbjörn Martinson; Alexandra Hengl; Magnus Moberg; Adem Sen; Mobyen Uddin Ahmed; Shahina Begum; Moris Behnam; Mikael Sjödin; Saad Mubeen (ECBS, 2021)

Local and Global Interpretability Using Mutual Information in Explainable Artificial Intelligence. - Mir Riyanul Islam; Mobyen Uddin Ahmed; Shahina Begum (ISCMI, 2021)

Vision-Based Driver's Cognitive Load Classification Considering Eye Movement Using Machine Learning and Deep Learning. - Hamidur Rahman; Mobyen Uddin Ahmed; Shaibal Barua; Peter Funk 001; Shahina Begum (Sensors, 2021)

When a CBR in Hand Better than Twins in the Bush. - Mobyen Uddin Ahmed; Shaibal Barua; Shahina Begum; Mir Riyanul Islam; Rosina O. Weber (ICCBR Workshops, 2022)

Artificial Intelligence-Based Life Cycle Engineering in Industrial Production: A Systematic Literature Review. - Hamidur Rahman; Ricky Stanley D'Cruze; Mobyen Uddin Ahmed; Rickard Sohlberg; Tomohiko Sakao; Peter Funk 001 (IEEE Access, 2022)

CODE: A Moving-Window-Based Framework for Detecting Concept Drift in Software Defect Prediction. - Md. Alamgir Kabir; Shahina Begum; Mobyen Uddin Ahmed; Atiq ur Rehman 002 (Symmetry, 2022)

Interpretable Machine Learning for Modelling and Explaining Car Drivers' Behaviour: An Exploratory Analysis on Heterogeneous Data. - Mir Riyanul Islam; Mobyen Uddin Ahmed; Shahina Begum (ICAART (2), 2023)

Quantitative Performance Analysis from Discrete Perspective: A Case Study of Chip Detection in Turning Process. - Sharmin Sultana Sheuly; Mobyen Uddin Ahmed; Shahina Begum (ICAART (2), 2023)

Multi-scale Data Fusion and Machine Learning for Vehicle Manoeuvre Classification. - Arnab Barua; Mobyen Uddin Ahmed; Shahina Begum (ICSET, 2023)

Cognitive Digital Twin in Manufacturing: A Heuristic Optimization Approach. - Atiq ur Rehman 002; Mobyen Uddin Ahmed; Shahina Begum (AIAI (2), 2023)

Explaining the Unexplainable: Role of XAI for Flight Take-Off Time Delay Prediction. - Waleed Jmoona; Mobyen Uddin Ahmed; Mir Riyanul Islam; Shaibal Barua; Shahina Begum; Ana Ferreira 004; Nicola Cavagnetto (AIAI (2), 2023)

A Systematic Literature Review on Multimodal Machine Learning: Applications, Challenges, Gaps and Future Directions. - Arnab Barua; Mobyen Uddin Ahmed; Shahina Begum (IEEE Access, 2023)

When a CBR in Hand is Better than Twins in the Bush. - Mobyen Uddin Ahmed; Shaibal Barua; Shahina Begum; Mir Riyanul Islam; Rosina O. Weber (CoRR, 2023)

Neurophysiological mental fatigue assessment for developing user-centered Artificial Intelligence as a solution for autonomous driving. - Andrea Giorgi; Vincenzo Ronca; Alessia Vozzi; Pietro Aricò; Gianluca Borghini; Rossella Capotorto; Luca Tamborra; Ilaria Simonetti; Simone Sportiello; Marco Petrelli; Carlo Polidori; Rodrigo Varga; et al. (Frontiers Neurorobotics, 2023)

Role of Multi-modal Machine Learning, Explainable AI and Human-AI Teaming in Trusted Intelligent Systems for Remote Digital Towers. - Mobyen Uddin Ahmed; Shaibal Barua; Shahina Begum; Waleed Jmoona; Ricky Stanley D'Cruze; Alexandre Veyrie; Sara Kebir; Christophe Hurter (AICCC, 2024)

Second-Order Learning with Grounding Alignment: A Multimodal Reasoning Approach to Handle Unlabelled Data. - Arnab Barua; Mobyen Uddin Ahmed; Shaibal Barua; Shahina Begum; Andrea Giorgi (ICAART (2), 2024)

Examining Decision-Making in Air Traffic Control: Enhancing Transparency and Decision Support Through Machine Learning, Explanation, and Visualization: A Case Study. - Christophe Hurter; Augustin Degas; Arnaud Guibert; Maëlan Poyer; Nicolas Durand 002; Alexandre Veyrie; Ana Ferreira 004; Nicola Cavagnetto; Stefano Bonelli; Mobyen Uddin Ahmed; Waleed Jmoona; Shaibal Barua; et al. (ICAART (2), 2024)

iXGB: Improving the Interpretability of XGBoost Using Decision Rules and Counterfactuals. - Mir Riyanul Islam; Mobyen Uddin Ahmed; Shahina Begum (ICAART (3), 2024)

Balancing Fairness: Unveiling the Potential of SMOTE-Driven Oversampling in AI Model Enhancement. - Md. Alamgir Kabir; Mobyen Uddin Ahmed; Shahina Begum; Shaibal Barua; Md Rakibul Islam (ICMLT, 2024)

Chip Analysis for Tool Wear Monitoring in Machining: A Deep Learning Approach. - Atiq ur Rehman 002; Tahira Salwa Rabbi Nishat; Mobyen Uddin Ahmed; Shahina Begum; Abhishek Ranjan (IEEE Access, 2024)

Taxonomy, challenges, and future directions for AI-driven industrial cooling systems. - Md. Mohsin Kabir; Shahina Begum; Shaibal Barua; Mobyen Uddin Ahmed (Array, 2025)

Advanced Hybrid Reasoning and Transfer Learning on Multimodal Data with Transformers. - Arnab Barua; Mobyen Uddin Ahmed; Shahina Begum (SN Comput. Sci., 2025)