Mobyen Uddin Ahmed

94 papers B 1C 4Journal 26Unranked 59
YearRankTypeTitle / Venue / Authors
2026 — conf
Bias-Aware Generative XAI for Sustainable Air Traffic Control: A Methodological Framework with Predictive Telemetry.
AIACT
Mobyen Uddin Ahmed, Christophe Hurter, Shaibal Barua, Shahina Begum, Pietro Aricò, Daniele Baranzini, Nicola Cavagnetto
2026 J jnl
Enhancing Random Forest Using Genetic Algorithm for Lifelong Machine Learning.
IEEE Access
Tahira Salwa Rabbi Nishat, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum
2026 — conf
Explainable Multi-Stage Self-Supervised Learning Framework for Intelligent Fault Diagnosis.
AIACT
Md Rakibul Islam, Shahina Begum, Mobyen Uddin Ahmed, Surya Teja Darbhamalla, Tim Sundstrom, Greger Spetz
2026 J jnl
Explainable artificial intelligence in air traffic control: effects of expertise on workload, acceptance, and usage intentions.
Brain Informatics
Giulia Cartocci, Alexandre Veyrie, Nicola Cavagnetto, Christophe Hurter, Augustin Degas, Ana Ferreira, Mobyen Uddin Ahmed, Shahina Begum, Shaibal Barua, Bianca Maria Serena Inguscio, Vincenzo Ronca, Gianluca Borghini, Gianluca Di Flumeri, Fabio Babiloni, Pietro Aricò
2026 — conf
Hybrid Neuro-Fuzzy Approach for Transparent Anomaly Detection in Mining Equipment.
AIACT
Andia Shkarpa, Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
2026 J jnl
Mechanistic Interpretability of ReLU Neural Networks Through Piecewise-Affine Mapping.
Mach. Learn.
Arnab Barua, Mobyen Uddin Ahmed, Shahina Begum
2026 — conf
Physics-Constrained Machine Learning Framework for Parametric Optimization of Industrial Cooling Systems.
ICAART (4)
Md. Mohsin Kabir, Shaibal Barua, Mobyen Uddin Ahmed, Behrouz Nourozi, Shahina Begum, Rebei Bel Fdhila
2025 — conf
A Multimodal Approach for Enhancing Decision Support in Remote Digital Tower.
ICMLT
Mobyen Uddin Ahmed, Shaibal Barua, Mir Riyanul Islam, Ricky Stanley D'Cruze, Shahina Begum, Sara Kebir, Alexandre Veyrie, Christophe Hurter
2025 J jnl
Advanced Hybrid Reasoning and Transfer Learning on Multimodal Data with Transformers.
SN Comput. Sci.
Arnab Barua, Mobyen Uddin Ahmed, Shahina Begum
2025 J jnl
Attention-based fuzzy neural networks for self-supervised data annotation.
Intell. Syst. Appl.
Md Rakibul Islam, Shahina Begum, Mobyen Uddin Ahmed, Shaibal Barua
2025 J jnl
Privacy-preserving ground-truth data for evaluating additive feature attribution in regression models with additive CBR and CQV.
Knowl. Based Syst.
Mir Riyanul Islam, Rosina O. Weber, Mobyen Uddin Ahmed, Shahina Begum
2025 J jnl
Taxonomy, challenges, and future directions for AI-driven industrial cooling systems.
Array
Md. Mohsin Kabir, Shahina Begum, Shaibal Barua, Mobyen Uddin Ahmed
2024 — conf
Balancing Fairness: Unveiling the Potential of SMOTE-Driven Oversampling in AI Model Enhancement.
ICMLT
Md. Alamgir Kabir, Mobyen Uddin Ahmed, Shahina Begum, Shaibal Barua, Md Rakibul Islam
2024 J jnl
Chip Analysis for Tool Wear Monitoring in Machining: A Deep Learning Approach.
IEEE Access
Atiq ur Rehman, Tahira Salwa Rabbi Nishat, Mobyen Uddin Ahmed, Shahina Begum, Abhishek Ranjan
2024 — conf
Examining Decision-Making in Air Traffic Control: Enhancing Transparency and Decision Support Through Machine Learning, Explanation, and Visualization: A Case Study.
ICAART (2)
Christophe Hurter, Augustin Degas, Arnaud Guibert, Maëlan Poyer, Nicolas Durand, Alexandre Veyrie, Ana Ferreira, Nicola Cavagnetto, Stefano Bonelli, Mobyen Uddin Ahmed, Waleed Jmoona, Shaibal Barua, Shahina Begum, Giulia Cartocci, Gianluca Di Flumeri, Gianluca Borghini, Fabio Babiloni, Pietro Aricò
2024 — conf
Role of Multi-modal Machine Learning, Explainable AI and Human-AI Teaming in Trusted Intelligent Systems for Remote Digital Towers.
AICCC
Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Waleed Jmoona, Ricky Stanley D'Cruze, Alexandre Veyrie, Sara Kebir, Christophe Hurter
2024 — conf
Second-Order Learning with Grounding Alignment: A Multimodal Reasoning Approach to Handle Unlabelled Data.
ICAART (2)
Arnab Barua, Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Andrea Giorgi
2024 — conf
iXGB: Improving the Interpretability of XGBoost Using Decision Rules and Counterfactuals.
ICAART (3)
Mir Riyanul Islam, Mobyen Uddin Ahmed, Shahina Begum
2023 J jnl
A Systematic Literature Review on Multimodal Machine Learning: Applications, Challenges, Gaps and Future Directions.
IEEE Access
Arnab Barua, Mobyen Uddin Ahmed, Shahina Begum
2023 — conf
Cognitive Digital Twin in Manufacturing: A Heuristic Optimization Approach.
AIAI (2)
Atiq ur Rehman, Mobyen Uddin Ahmed, Shahina Begum
2023 — conf
Explaining the Unexplainable: Role of XAI for Flight Take-Off Time Delay Prediction.
AIAI (2)
Waleed Jmoona, Mobyen Uddin Ahmed, Mir Riyanul Islam, Shaibal Barua, Shahina Begum, Ana Ferreira, Nicola Cavagnetto
2023 — conf
Interpretable Machine Learning for Modelling and Explaining Car Drivers' Behaviour: An Exploratory Analysis on Heterogeneous Data.
ICAART (2)
Mir Riyanul Islam, Mobyen Uddin Ahmed, Shahina Begum
2023 — conf
Multi-scale Data Fusion and Machine Learning for Vehicle Manoeuvre Classification.
ICSET
Arnab Barua, Mobyen Uddin Ahmed, Shahina Begum
2023 J jnl
Neurophysiological mental fatigue assessment for developing user-centered Artificial Intelligence as a solution for autonomous driving.
Frontiers Neurorobotics
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
2023 — conf
Quantitative Performance Analysis from Discrete Perspective: A Case Study of Chip Detection in Turning Process.
ICAART (2)
Sharmin Sultana Sheuly, Mobyen Uddin Ahmed, Shahina Begum
2023 J jnl
When a CBR in Hand is Better than Twins in the Bush.
CoRR
Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Mir Riyanul Islam, Rosina O. Weber
2022 J jnl
Artificial Intelligence-Based Life Cycle Engineering in Industrial Production: A Systematic Literature Review.
IEEE Access
Hamidur Rahman, Ricky Stanley D'Cruze, Mobyen Uddin Ahmed, Rickard Sohlberg, Tomohiko Sakao, Peter Funk
2022 J jnl
CODE: A Moving-Window-Based Framework for Detecting Concept Drift in Software Defect Prediction.
Symmetry
Md. Alamgir Kabir, Shahina Begum, Mobyen Uddin Ahmed, Atiq ur Rehman
2022 — conf
When a CBR in Hand Better than Twins in the Bush.
ICCBR Workshops
Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Mir Riyanul Islam, Rosina O. Weber
2021 — conf
Deep Learning in Remote Sensing: An Application to Detect Snow and Water in Construction Sites.
AI4I
Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum, Mats Fridberg, Adam Hoflin
2021 — conf
Explainable Machine Learning to Improve Assembly Line Automation.
AI4I
Sharmin Sultana Sheuly, Mobyen Uddin Ahmed, Shahina Begum, Michael Osbakk
2021 — conf
Local and Global Interpretability Using Mutual Information in Explainable Artificial Intelligence.
ISCMI
Mir Riyanul Islam, Mobyen Uddin Ahmed, Shahina Begum
2021 — conf
Supporting Autonomous Vehicle Applications on the Heterogeneous System Architecture.
ECBS
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
2021 J jnl
Vision-Based Driver's Cognitive Load Classification Considering Eye Movement Using Machine Learning and Deep Learning.
Sensors
Hamidur Rahman, Mobyen Uddin Ahmed, Shaibal Barua, Peter Funk, Shahina Begum
2020 — conf
Machine Learning for Cognitive Load Classification - A Case Study on Contact-Free Approach.
AIAI (1)
Mobyen Uddin Ahmed, Shahina Begum, Rikard Gestlöf, Hamidur Rahman, Johannes Sörman
2020 J jnl
Non-Contact Physiological Parameters Extraction Using Facial Video Considering Illumination, Motion, Movement and Vibration.
IEEE Trans. Biomed. Eng.
Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum
2020 J jnl
Non-contact-based driver's cognitive load classification using physiological and vehicular parameters.
Biomed. Signal Process. Control.
Hamidur Rahman, Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum
2020 J jnl
Open-Source Data Collection and Data Sets for Activity Recognition in Smart Homes.
Sensors
Uwe Köckemann, Marjan Alirezaie, Jennifer Renoux, Nicolas Tsiftes, Mobyen Uddin Ahmed, Daniel Morberg, Maria Lindén, Amy Loutfi
2019 J jnl
Automatic driver sleepiness detection using EEG, EOG and contextual information.
Expert Syst. Appl.
Shaibal Barua, Mobyen Uddin Ahmed, Christer Ahlström, Shahina Begum
2019 — conf
Deep Learning for Automatic EEG Feature Extraction: An Application in Drivers' Mental Workload Classification.
H-WORKLOAD
Mir Riyanul Islam, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum, Gianluca Di Flumeri
2019 — conf
Hypothyroid Disease Diagnosis with Causal Explanation using Case-based Reasoning and Domain-specific Ontology.
ICCBR Workshops
Mir Riyanul Islam, Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
2018 J jnl
Automated EEG Artifact Handling With Application in Driver Monitoring.
IEEE J. Biomed. Health Informatics
Shaibal Barua, Mobyen Uddin Ahmed, Christer Ahlström, Shahina Begum, Peter Funk
2018 — ed.
Internet of Things (IoT) Technologies for HealthCare - 4th International Conference, HealthyIoT 2017, Angers, France, October 24-25, 2017, Proceedings
HealthyIoT
Mobyen Uddin Ahmed, Shahina Begum, Jean-Baptiste Bastel
2018 — conf
Quality Index Analysis on Camera-Based R-Peak Identification Considering Movements and Light Illumination.
pHealth
Mobyen Uddin Ahmed, Hamidur Rahman, Shahina Begum
2017 — conf
Classifying Drivers' Cognitive Load Using EEG Signals.
pHealth
Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum
2017 — conf
Cloud-Based Data Analytics on Human Factor Measurement to Improve Safer Transport.
HealthyIoT
Mobyen Uddin Ahmed, Shahina Begum, Carlos Alberto Catalina, Lior Limonad, Bertil Hök, Gianluca Di Flumeri
2017 — conf
Deep Learning Based Person Identification Using Facial Images.
HealthyIoT
Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum
2017 — conf
Distributed Multivariate Physiological Signal Analytics for Drivers' Mental State Monitoring.
HealthyIoT
Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum
2017 — conf
Run-Time Assurance for the E-care@home System.
HealthyIoT
Mobyen Uddin Ahmed, Hossein Fotouhi, Uwe Köckemann, Maria Lindén, Ivan Tomasic, Nicolas Tsiftes, Thiemo Voigt
2017 — conf
Scalable Framework for Distributed Case-Based Reasoning for Big Data Analytics.
HealthyIoT
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
2017 — conf
Vision-Based Remote Heart Rate Variability Monitoring Using Camera.
HealthyIoT
Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum
2016 — conf
A Case-Based Classification for Drivers' Alcohol Detection Using Physiological Signals.
HealthyIoT
Hamidur Rahman, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum, Bertil Hök
2016 — conf
Driver's State Monitoring: A Case Study on Big Data Analytics.
HealthyIoT
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
2016 — conf
Falling Angel - A Wrist Worn Fall Detection System Using K-NN Algorithm.
HealthyIoT
Hamidur Rahman, Johan Sandberg, Lennart Eriksson, Mohammad Heidari, Jan Arwald, Peter Eriksson, Shahina Begum, Maria Lindén, Mobyen Uddin Ahmed
2016 — conf
Ins and Outs of Big Data: A Review.
HealthyIoT
Hamidur Rahman, Shahina Begum, Mobyen Uddin Ahmed
2016 — conf
Intelligent Automated EEG Artifacts Handling Using Wavelet Transform, Independent Component Analysis and Hierarchal Clustering.
MobiHealth
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
2016 — ed.
Internet of Things Technologies for HealthCare - Third International Conference, HealthyIoT 2016, Västerås, Sweden, October 18-19, 2016, Revised Selected Papers
HealthyIoT
Mobyen Uddin Ahmed, Shahina Begum, Wasim Raad
2016 — conf
Non-Contact Heart Rate Monitoring Using Lab Color Space.
pHealth
Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum
2016 — conf
Real Time Heart Rate Monitoring From Facial RGB Color Video Using Webcam.
SAIS
Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum, Peter Funk
2016 — conf
SmartMirror: An Embedded Non-contact System for Health Monitoring at Home.
HealthyIoT
Hamidur Rahman, Shankar Iyer, Caroline Meusburger, Kolja Dobrovoljski, Mihaela Stoycheva, Vukan Turkulov, Shahina Begum, Mobyen Uddin Ahmed
2016 — conf
The E-Care@Home Infrastructure for IoT-Enabled Healthcare.
HealthyIoT
Nicolas Tsiftes, Simon Duquennoy, Thiemo Voigt, Mobyen Uddin Ahmed, Uwe Köckemann, Amy Loutfi
2015 — conf
A Generic System-Level Framework for Self-Serve Health Monitoring System through Internet of Things (IoT).
pHealth
Mobyen Uddin Ahmed, Mats Björkman, Maria Lindén
2015 — conf
A Personalized Health-Monitoring System for Elderly by Combining Rules and Case-Based Reasoning.
pHealth
Mobyen Uddin Ahmed
2015 — conf
An Overview on the Internet of Things for Health Monitoring Systems.
IoT 360 (1)
Mobyen Uddin Ahmed, Mats Björkman, Aida Causevic, Hossein Fotouhi, Maria Lindén
2015 — conf
Clustering based Approach for Automated EEG Artifacts Handling.
SCAI
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
2015 — conf
Descriptive Modelling of Clinical Conditions with Data-driven Rule Mining in Physiological Data.
HEALTHINF
Hadi Banaee, Mobyen Uddin Ahmed, Amy Loutfi
2015 — conf
Driver Monitoring in the Context of Autonomous Vehicle.
SCAI
Hamidur Rahman, Shahina Begum, Mobyen Uddin Ahmed
2015 — conf
Non-contact Physiological Parameters Extraction Using Camera.
IoT 360 (1)
Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum
2015 — conf
Self-serve ICT-based Health Monitoring to Support Active Ageing.
HEALTHINF
Mobyen Uddin Ahmed, Jesica Rivero Espinosa, Alenka Reissner, Alex Domingo, Hadi Banaee, Amy Loutfi, Xavier Rafael Palou
2015 — conf
Supervised Machine Learning Algorithms to Diagnose Stress for Vehicle Drivers Based on Physiological Sensor Signals.
pHealth
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
2015 — ed.
pHealth 2015 - Proceedings of the 12th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2-4 June 2015, Västerås, Sweden
pHealth
Bernd Blobel, Maria Lindén, Mobyen Uddin Ahmed
2014 J jnl
Classification of physiological signals for wheel loader operators using Multi-scale Entropy analysis and case-based reasoning.
Expert Syst. Appl.
Shahina Begum, Shaibal Barua, Reno Filla, Mobyen Uddin Ahmed
2014 — conf
Intelligent Healthcare Services to Support Health Monitoring of Elderly.
IoT360 (1)
Mobyen Uddin Ahmed, Hadi Banaee, Xavier Rafael Palou, Amy Loutfi
2014 J jnl
Physiological Sensor Signals Classification for Healthcare Using Sensor Data Fusion and Case-Based Reasoning.
Sensors
Shahina Begum, Shaibal Barua, Mobyen Uddin Ahmed
2013 B conf
A Framework for Automatic Text Generation of Trends in Physiological Time Series Data.
SMC
Hadi Banaee, Mobyen Uddin Ahmed, Amy Loutfi
2013 J jnl
Data Mining for Wearable Sensors in Health Monitoring Systems: A Review of Recent Trends and Challenges.
Sensors
Hadi Banaee, Mobyen Uddin Ahmed, Amy Loutfi
2013 — conf
Towards NLG for Physiological Data Monitoring with Body Area Networks.
ENLG
Hadi Banaee, Mobyen Uddin Ahmed, Amy Loutfi
2012 C conf
A Computer Aided System for Post-operative Pain Treatment Combining Knowledge Discovery and Case-Based Reasoning.
ICCBR
Mobyen Uddin Ahmed, Peter Funk
2012 — conf
A hybrid case-based system in clinical diagnosis and treatment.
BHI
Mobyen Uddin Ahmed, Shahina Begum, Peter Funk
2012 — conf
An Overview of Three Medical Applications Using Hybrid Case-Based Reasoning.
ICDM (Workshops)
Mobyen Uddin Ahmed, Shahina Begum, Peter Funk
2012 C conf
Case Studies on the Clinical Applications using Case-Based Reasoning.
FedCSIS
Mobyen Uddin Ahmed, Shahina Begum, Peter Funk
2012 C conf
Mental State Monitoring System for the Professional Drivers Based on Heart Rate Variability Analysis.
FedCSIS
Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Reno Filla
2012 — conf
The 3 CDSSs: An Overview and Application in Case-Based Reasoning.
SAIS
Mobyen Uddin Ahmed, Shahina Begum, Peter Funk
2011 — conf
A Case-Based Retrieval System for Post-Operative Pain Treatment.
ICDM (Workshops)
Mobyen Uddin Ahmed, Peter Funk
2011 — —
A Multimodal Approach for Clinical Diagnosis and Treatment.
Mobyen Uddin Ahmed
2011 J jnl
A multi-module case-based biofeedback system for stress treatment.
Artif. Intell. Medicine
Mobyen Uddin Ahmed, Shahina Begum, Peter Funk, Ning Xiong, Bo von Schéele
2011 J jnl
Case-Based Reasoning Systems in the Health Sciences: A Survey of Recent Trends and Developments.
IEEE Trans. Syst. Man Cybern. Part C
Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Ning Xiong, Mia Folke
2011 — conf
K-NN based interpolation to handle artifacts for heart rate variability analysis.
ISSPIT
Shahina Begum, Md. Siblee Islam, Mobyen Uddin Ahmed, Peter Funk
2011 — conf
Mining rare cases in post-operative pain by means of outlier detection.
ISSPIT
Mobyen Uddin Ahmed, Peter Funk
2009 J jnl
A Case-Based Decision Support System for Individual Stress Diagnosis Using Fuzzy Similarity Matching.
Comput. Intell.
Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Ning Xiong, Bo von Schéele
2008 — conf
A Three Phase Computer Assisted Biofeedback Training System Using Case-Based Reasoning.
ECCBR Workshops
Mobyen Uddin Ahmed, Shahina Begum, Peter Funk, Ning Xiong, Bo von Schéele
2008 — conf
Case-based Reasoning for Diagnosis of Stress using Enhanced Cosine and Fuzzy Similarity.
ICDM (Posters and Workshops)
Mobyen Uddin Ahmed, Shahina Begum, Peter Funk, Ning Xiong, Bo von Schéele
2008 J jnl
Case-based Reasoning for Diagnosis of Stress using Enhanced Cosine and Fuzzy Similarity.
Trans. Case Based Reason.
Mobyen Uddin Ahmed, Shahina Begum, Peter Funk, Ning Xiong, Bo von Schéele
2007 C conf
Classify and Diagnose Individual Stress Using Calibration and Fuzzy Case-Based Reasoning.
ICCBR
Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Ning Xiong, Bo von Schéele