Mobyen Uddin Ahmed

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 43

Top Topics

Health Monitoring

Top Venues

Publications

Arnab Barua, Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Andrea Giorgi
Second-Order Learning with Grounding Alignment: A Multimodal Reasoning Approach to Handle Unlabelled Data. ICAART (2) (2024)
Christophe Hurter, Augustin Degas, Arnaud Guibert, Maelan 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
Examining Decision-Making in Air Traffic Control: Enhancing Transparency and Decision Support Through Machine Learning, Explanation, and Visualization: A Case Study. ICAART (2) (2024)
Mir Riyanul Islam, Mobyen Uddin Ahmed, Shahina Begum
iXGB: Improving the Interpretability of XGBoost Using Decision Rules and Counterfactuals. ICAART (3) (2024)
Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Mir Riyanul Islam, Rosina O. Weber
When a CBR in Hand is Better than Twins in the Bush. CoRR (2023)
Sharmin Sultana Sheuly, Mobyen Uddin Ahmed, Shahina Begum
Quantitative Performance Analysis from Discrete Perspective: A Case Study of Chip Detection in Turning Process. ICAART (2) (2023)
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
Neurophysiological mental fatigue assessment for developing user-centered Artificial Intelligence as a solution for autonomous driving. Frontiers Neurorobotics 17 (2023)
Arnab Barua, Mobyen Uddin Ahmed, Shahina Begum
A Systematic Literature Review on Multimodal Machine Learning: Applications, Challenges, Gaps and Future Directions. IEEE Access 11 (2023)
Mir Riyanul Islam, Mobyen Uddin Ahmed, Shahina Begum
Interpretable Machine Learning for Modelling and Explaining Car Drivers' Behaviour: An Exploratory Analysis on Heterogeneous Data. ICAART (2) (2023)
Waleed Jmoona, Mobyen Uddin Ahmed, Mir Riyanul Islam, Shaibal Barua, Shahina Begum, Ana Ferreira, Nicola Cavagnetto
Explaining the Unexplainable: Role of XAI for Flight Take-Off Time Delay Prediction. AIAI (2) (2023)
Atiq ur Rehman, Mobyen Uddin Ahmed, Shahina Begum
Cognitive Digital Twin in Manufacturing: A Heuristic Optimization Approach. AIAI (2) (2023)
Arnab Barua, Mobyen Uddin Ahmed, Shahina Begum
Multi-scale Data Fusion and Machine Learning for Vehicle Manoeuvre Classification. ICSET (2023)
Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Mir Riyanul Islam, Rosina O. Weber
When a CBR in Hand Better than Twins in the Bush. ICCBR Workshops (2022)
Md. Alamgir Kabir, Shahina Begum, Mobyen Uddin Ahmed, Atiq ur Rehman
CODE: A Moving-Window-Based Framework for Detecting Concept Drift in Software Defect Prediction. Symmetry 14 (12) (2022)
Hamidur Rahman, Ricky Stanley D'Cruze, Mobyen Uddin Ahmed, Rickard Sohlberg, Tomohiko Sakao, Peter Funk
Artificial Intelligence-Based Life Cycle Engineering in Industrial Production: A Systematic Literature Review. IEEE Access 10 (2022)
Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum, Mats Fridberg, Adam Hoflin
Deep Learning in Remote Sensing: An Application to Detect Snow and Water in Construction Sites. AI4I (2021)
Hamidur Rahman, Mobyen Uddin Ahmed, Shaibal Barua, Peter Funk, Shahina Begum
Vision-Based Driver's Cognitive Load Classification Considering Eye Movement Using Machine Learning and Deep Learning. Sensors 21 (23) (2021)
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
Supporting Autonomous Vehicle Applications on the Heterogeneous System Architecture. ECBS (2021)
Sharmin Sultana Sheuly, Mobyen Uddin Ahmed, Shahina Begum, Michael Osbakk
Explainable Machine Learning to Improve Assembly Line Automation. AI4I (2021)
Mobyen Uddin Ahmed, Shahina Begum, Rikard Gestlöf, Hamidur Rahman, Johannes Sörman
Machine Learning for Cognitive Load Classification - A Case Study on Contact-Free Approach. AIAI (1) (2020)
Hamidur Rahman, Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum
Non-contact-based driver's cognitive load classification using physiological and vehicular parameters. Biomed. Signal Process. Control. 55 (2020)
Uwe Köckemann, Marjan Alirezaie, Jennifer Renoux, Nicolas Tsiftes, Mobyen Uddin Ahmed, Daniel Morberg, Maria Lindén, Amy Loutfi
Open-Source Data Collection and Data Sets for Activity Recognition in Smart Homes. Sensors 20 (3) (2020)
Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum
Non-Contact Physiological Parameters Extraction Using Facial Video Considering Illumination, Motion, Movement and Vibration. IEEE Trans. Biomed. Eng. 67 (1) (2020)
Mir Riyanul Islam, Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
Hypothyroid Disease Diagnosis with Causal Explanation using Case-based Reasoning and Domain-specific Ontology. ICCBR Workshops (2019)
Mir Riyanul Islam, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum, Gianluca Di Flumeri
Deep Learning for Automatic EEG Feature Extraction: An Application in Drivers' Mental Workload Classification. H-WORKLOAD (2019)
Shaibal Barua, Mobyen Uddin Ahmed, Christer Ahlström, Shahina Begum
Automatic driver sleepiness detection using EEG, EOG and contextual information. Expert Syst. Appl. 115 (2019)
Shaibal Barua, Mobyen Uddin Ahmed, Christer Ahlström, Shahina Begum, Peter Funk
Automated EEG Artifact Handling With Application in Driver Monitoring. IEEE J. Biomed. Health Informatics 22 (5) (2018)
Mobyen Uddin Ahmed, Hamidur Rahman, Shahina Begum
Quality Index Analysis on Camera-Based R-Peak Identification Considering Movements and Light Illumination. pHealth (2018)
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
Scalable Framework for Distributed Case-Based Reasoning for Big Data Analytics. HealthyIoT (2017)
Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum
Distributed Multivariate Physiological Signal Analytics for Drivers' Mental State Monitoring. HealthyIoT (2017)
Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum
Vision-Based Remote Heart Rate Variability Monitoring Using Camera. HealthyIoT (2017)
Mobyen Uddin Ahmed, Hossein Fotouhi, Uwe Köckemann, Maria Lindén, Ivan Tomasic, Nicolas Tsiftes, Thiemo Voigt
Run-Time Assurance for the E-care@home System. HealthyIoT (2017)
Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum
Classifying Drivers' Cognitive Load Using EEG Signals. pHealth (2017)
Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum
Deep Learning Based Person Identification Using Facial Images. HealthyIoT (2017)
Mobyen Uddin Ahmed, Shahina Begum, Carlos Alberto Catalina, Lior Limonad, Bertil Hök, Gianluca Di Flumeri
Cloud-Based Data Analytics on Human Factor Measurement to Improve Safer Transport. HealthyIoT (2017)
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
Driver's State Monitoring: A Case Study on Big Data Analytics. HealthyIoT (2016)
Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum
Non-Contact Heart Rate Monitoring Using Lab Color Space. pHealth (2016)
Hamidur Rahman, Shankar Iyer, Caroline Meusburger, Kolja Dobrovoljski, Mihaela Stoycheva, Vukan Turkulov, Shahina Begum, Mobyen Uddin Ahmed
SmartMirror: An Embedded Non-contact System for Health Monitoring at Home. HealthyIoT (2016)
Hamidur Rahman, Johan Sandberg, Lennart Eriksson, Mohammad Heidari, Jan Arwald, Peter Eriksson, Shahina Begum, Maria Lindén, Mobyen Uddin Ahmed
Falling Angel - A Wrist Worn Fall Detection System Using K-NN Algorithm. HealthyIoT (2016)
Nicolas Tsiftes, Simon Duquennoy, Thiemo Voigt, Mobyen Uddin Ahmed, Uwe Köckemann, Amy Loutfi
The E-Care@Home Infrastructure for IoT-Enabled Healthcare. HealthyIoT (2016)
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
Intelligent Automated EEG Artifacts Handling Using Wavelet Transform, Independent Component Analysis and Hierarchal Clustering. MobiHealth (2016)
Hamidur Rahman, Shahina Begum, Mobyen Uddin Ahmed
Ins and Outs of Big Data: A Review. HealthyIoT (2016)
Hamidur Rahman, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum, Bertil Hök
A Case-Based Classification for Drivers' Alcohol Detection Using Physiological Signals. HealthyIoT (2016)
Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum, Peter Funk
Real Time Heart Rate Monitoring From Facial RGB Color Video Using Webcam. SAIS (2016)
Hadi Banaee, Mobyen Uddin Ahmed, Amy Loutfi
Descriptive Modelling of Clinical Conditions with Data-driven Rule Mining in Physiological Data. HEALTHINF (2015)
Mobyen Uddin Ahmed, Mats Björkman, Aida Causevic, Hossein Fotouhi, Maria Lindén
An Overview on the Internet of Things for Health Monitoring Systems. IoT 360 (1) (2015)
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
Clustering based Approach for Automated EEG Artifacts Handling. SCAI (2015)
Mobyen Uddin Ahmed, Jesica Rivero Espinosa, Alenka Reissner, Alex Domingo, Hadi Banaee, Amy Loutfi, Xavier Rafael Palou
Self-serve ICT-based Health Monitoring to Support Active Ageing. HEALTHINF (2015)
Mobyen Uddin Ahmed, Mats Björkman, Maria Lindén
A Generic System-Level Framework for Self-Serve Health Monitoring System through Internet of Things (IoT). pHealth (2015)
Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum
Non-contact Physiological Parameters Extraction Using Camera. IoT 360 (1) (2015)
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed
Supervised Machine Learning Algorithms to Diagnose Stress for Vehicle Drivers Based on Physiological Sensor Signals. pHealth (2015)
Mobyen Uddin Ahmed
A Personalized Health-Monitoring System for Elderly by Combining Rules and Case-Based Reasoning. pHealth (2015)
Hamidur Rahman, Shahina Begum, Mobyen Uddin Ahmed
Driver Monitoring in the Context of Autonomous Vehicle. SCAI (2015)
Shahina Begum, Shaibal Barua, Reno Filla, Mobyen Uddin Ahmed
Classification of physiological signals for wheel loader operators using Multi-scale Entropy analysis and case-based reasoning. Expert Syst. Appl. 41 (2) (2014)
Shahina Begum, Shaibal Barua, Mobyen Uddin Ahmed
Physiological Sensor Signals Classification for Healthcare Using Sensor Data Fusion and Case-Based Reasoning. Sensors 14 (7) (2014)
Mobyen Uddin Ahmed, Hadi Banaee, Xavier Rafael Palou, Amy Loutfi
Intelligent Healthcare Services to Support Health Monitoring of Elderly. IoT360 (1) (2014)
Hadi Banaee, Mobyen Uddin Ahmed, Amy Loutfi
Towards NLG for Physiological Data Monitoring with Body Area Networks. ENLG (2013)
Hadi Banaee, Mobyen Uddin Ahmed, Amy Loutfi
Data Mining for Wearable Sensors in Health Monitoring Systems: A Review of Recent Trends and Challenges. Sensors 13 (12) (2013)
Hadi Banaee, Mobyen Uddin Ahmed, Amy Loutfi
A Framework for Automatic Text Generation of Trends in Physiological Time Series Data. SMC (2013)
Mobyen Uddin Ahmed, Peter Funk
A Computer Aided System for Post-operative Pain Treatment Combining Knowledge Discovery and Case-Based Reasoning. ICCBR (2012)
Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Reno Filla
Mental State Monitoring System for the Professional Drivers Based on Heart Rate Variability Analysis. FedCSIS (2012)
Mobyen Uddin Ahmed, Shahina Begum, Peter Funk
Case Studies on the Clinical Applications using Case-Based Reasoning. FedCSIS (2012)
Mobyen Uddin Ahmed, Shahina Begum, Peter Funk
The 3 CDSSs: An Overview and Application in Case-Based Reasoning. SAIS (2012)
Mobyen Uddin Ahmed, Shahina Begum, Peter Funk
An Overview of Three Medical Applications Using Hybrid Case-Based Reasoning. ICDM (Workshops) (2012)
Mobyen Uddin Ahmed, Shahina Begum, Peter Funk
A hybrid case-based system in clinical diagnosis and treatment. BHI (2012)
Mobyen Uddin Ahmed, Peter Funk
A Case-Based Retrieval System for Post-Operative Pain Treatment. ICDM (Workshops) (2011)
Shahina Begum, Md. Siblee Islam, Mobyen Uddin Ahmed, Peter Funk
K-NN based interpolation to handle artifacts for heart rate variability analysis. ISSPIT (2011)
Mobyen Uddin Ahmed, Shahina Begum, Peter Funk, Ning Xiong, Bo von Schéele
A multi-module case-based biofeedback system for stress treatment. Artif. Intell. Medicine 51 (2) (2011)
Mobyen Uddin Ahmed, Peter Funk
Mining rare cases in post-operative pain by means of outlier detection. ISSPIT (2011)
Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Ning Xiong, Mia Folke
Case-Based Reasoning Systems in the Health Sciences: A Survey of Recent Trends and Developments. IEEE Trans. Syst. Man Cybern. Part C 41 (4) (2011)
Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Ning Xiong, Bo von Schéele
A Case-Based Decision Support System for Individual Stress Diagnosis Using Fuzzy Similarity Matching. Comput. Intell. 25 (3) (2009)
Mobyen Uddin Ahmed, Shahina Begum, Peter Funk, Ning Xiong, Bo von Schéele
Case-based Reasoning for Diagnosis of Stress using Enhanced Cosine and Fuzzy Similarity. ICDM (Posters and Workshops) (2008)
Mobyen Uddin Ahmed, Shahina Begum, Peter Funk, Ning Xiong, Bo von Schéele
Case-based Reasoning for Diagnosis of Stress using Enhanced Cosine and Fuzzy Similarity. Trans. Case Based Reason. 1 (1) (2008)
Mobyen Uddin Ahmed, Shahina Begum, Peter Funk, Ning Xiong, Bo von Schéele
A Three Phase Computer Assisted Biofeedback Training System Using Case-Based Reasoning. ECCBR Workshops (2008)
Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Ning Xiong, Bo von Schéele
Classify and Diagnose Individual Stress Using Calibration and Fuzzy Case-Based Reasoning. ICCBR (2007)