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ORCIDMobyen Uddin Ahmed
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2020 – today
- 2024
[j18]Atiq ur Rehman
, Tahira Salwa Rabbi Nishat, Mobyen Uddin Ahmed, Shahina Begum, Abhishek Ranjan:
Chip Analysis for Tool Wear Monitoring in Machining: A Deep Learning Approach. IEEE Access 12: 112672-112689 (2024)- [c57]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: 561-572 - [c56]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: 622-634 - [c55]Mir Riyanul Islam, Mobyen Uddin Ahmed, Shahina Begum:
iXGB: Improving the Interpretability of XGBoost Using Decision Rules and Counterfactuals. ICAART (3) 2024: 1345-1353 - [c54]Md. Alamgir Kabir, Mobyen Uddin Ahmed, Shahina Begum, Shaibal Barua, Md Rakibul Islam:
Balancing Fairness: Unveiling the Potential of SMOTE-Driven Oversampling in AI Model Enhancement. ICMLT 2024: 21-29 - 2023
- [j17]Arnab Barua, Mobyen Uddin Ahmed, Shahina Begum:
A Systematic Literature Review on Multimodal Machine Learning: Applications, Challenges, Gaps and Future Directions. IEEE Access 11: 14804-14831 (2023) - [j16]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) - [c53]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: 368-379 - [c52]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: 392-404 - [c51]Arnab Barua, Mobyen Uddin Ahmed, Shahina Begum:
Multi-scale Data Fusion and Machine Learning for Vehicle Manoeuvre Classification. ICSET 2023: 296-301 - [c50]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: 81-93 - [c49]Atiq ur Rehman, Mobyen Uddin Ahmed, Shahina Begum:
Cognitive Digital Twin in Manufacturing: A Heuristic Optimization Approach. AIAI (2) 2023: 441-453 - [i1]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 abs/2305.05111 (2023) - 2022
- [j15]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: 133001-133015 (2022) - [j14]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): 2508 (2022) - [c48]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: 141-152 - 2021
- [j13]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): 8019 (2021) - [c47]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: 52-56 - [c46]Sharmin Sultana Sheuly, Mobyen Uddin Ahmed, Shahina Begum, Michael Osbakk:
Explainable Machine Learning to Improve Assembly Line Automation. AI4I 2021: 81-85 - [c45]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: 15:1-15:8 - 2020
- [j12]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) - [j11]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): 879 (2020) - [j10]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): 88-98 (2020) - [c44]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: 31-42
2010 – 2019
- 2019
- [j9]Shaibal Barua, Mobyen Uddin Ahmed, Christer Ahlström, Shahina Begum:
Automatic driver sleepiness detection using EEG, EOG and contextual information. Expert Syst. Appl. 115: 121-135 (2019) - [c43]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: 121-135 - [c42]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: 87-97 - 2018
- [j8]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): 1350-1361 (2018) - [c41]Mobyen Uddin Ahmed, Hamidur Rahman, Shahina Begum:
Quality Index Analysis on Camera-Based R-Peak Identification Considering Movements and Light Illumination. pHealth 2018: 84-92 - [e3]Mobyen Uddin Ahmed, Shahina Begum, Jean-Baptiste Bastel:
Internet of Things (IoT) Technologies for HealthCare - 4th International Conference, HealthyIoT 2017, Angers, France, October 24-25, 2017, Proceedings. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 225, Springer 2018, ISBN 978-3-319-76212-8 [contents] - 2017
- [c40]Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum:
Vision-Based Remote Heart Rate Variability Monitoring Using Camera. HealthyIoT 2017: 10-18 - [c39]Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum:
Distributed Multivariate Physiological Signal Analytics for Drivers' Mental State Monitoring. HealthyIoT 2017: 26-33 - [c38]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: 101-106 - [c37]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: 107-110 - [c36]Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed:
Scalable Framework for Distributed Case-Based Reasoning for Big Data Analytics. HealthyIoT 2017: 111-114 - [c35]Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum:
Deep Learning Based Person Identification Using Facial Images. HealthyIoT 2017: 115-119 - [c34]Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum:
Classifying Drivers' Cognitive Load Using EEG Signals. pHealth 2017: 99-106 - 2016
- [c33]Hamidur Rahman, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum, Bertil Hök:
A Case-Based Classification for Drivers' Alcohol Detection Using Physiological Signals. HealthyIoT 2016: 22-29 - [c32]Hamidur Rahman, Shahina Begum, Mobyen Uddin Ahmed:
Ins and Outs of Big Data: A Review. HealthyIoT 2016: 44-51 - [c31]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: 133-137 - [c30]Nicolas Tsiftes, Simon Duquennoy, Thiemo Voigt, Mobyen Uddin Ahmed, Uwe Köckemann, Amy Loutfi:
The E-Care@Home Infrastructure for IoT-Enabled Healthcare. HealthyIoT 2016: 138-140 - [c29]Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed:
Driver's State Monitoring: A Case Study on Big Data Analytics. HealthyIoT 2016: 145-147 - [c28]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: 148-151 - [c27]Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed:
Intelligent Automated EEG Artifacts Handling Using Wavelet Transform, Independent Component Analysis and Hierarchal Clustering. MobiHealth 2016: 144-148 - [c26]Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum:
Non-Contact Heart Rate Monitoring Using Lab Color Space. pHealth 2016: 46-53 - [c25]Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum, Peter Funk:
Real Time Heart Rate Monitoring From Facial RGB Color Video Using Webcam. SAIS 2016: 129:002 - [e2]Mobyen Uddin Ahmed, Shahina Begum, Wasim Raad:
Internet of Things Technologies for HealthCare - Third International Conference, HealthyIoT 2016, Västerås, Sweden, October 18-19, 2016, Revised Selected Papers. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 187, 2016, ISBN 978-3-319-51233-4 [contents] - 2015
- [c24]Hadi Banaee, Mobyen Uddin Ahmed, Amy Loutfi:
Descriptive Modelling of Clinical Conditions with Data-driven Rule Mining in Physiological Data. HEALTHINF 2015: 103-113 - [c23]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: 374-382 - [c22]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: 429-436 - [c21]Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum:
Non-contact Physiological Parameters Extraction Using Camera. IoT 360 (1) 2015: 448-453 - [c20]Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed:
Supervised Machine Learning Algorithms to Diagnose Stress for Vehicle Drivers Based on Physiological Sensor Signals. pHealth 2015: 241-248 - [c19]Mobyen Uddin Ahmed:
A Personalized Health-Monitoring System for Elderly by Combining Rules and Case-Based Reasoning. pHealth 2015: 249-254 - [c18]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: 305-307 - [c17]Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed:
Clustering based Approach for Automated EEG Artifacts Handling. SCAI 2015: 7-16 - [c16]Hamidur Rahman, Shahina Begum, Mobyen Uddin Ahmed:
Driver Monitoring in the Context of Autonomous Vehicle. SCAI 2015: 108-117 - [e1]Bernd Blobel, Maria Lindén, Mobyen Uddin Ahmed:
pHealth 2015 - Proceedings of the 12th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2-4 June 2015, Västerås, Sweden. Studies in Health Technology and Informatics 211, IOS Press 2015, ISBN 978-1-61499-515-9 [contents] - 2014
- [j7]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): 295-305 (2014) - [j6]Shahina Begum, Shaibal Barua, Mobyen Uddin Ahmed:
Physiological Sensor Signals Classification for Healthcare Using Sensor Data Fusion and Case-Based Reasoning. Sensors 14(7): 11770-11785 (2014) - [c15]Mobyen Uddin Ahmed, Hadi Banaee, Xavier Rafael Palou, Amy Loutfi:
Intelligent Healthcare Services to Support Health Monitoring of Elderly. IoT360 (1) 2014: 178-186 - 2013
- [j5]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): 17472-17500 (2013) - [c14]Hadi Banaee, Mobyen Uddin Ahmed, Amy Loutfi:
Towards NLG for Physiological Data Monitoring with Body Area Networks. ENLG 2013: 193-197 - [c13]Hadi Banaee, Mobyen Uddin Ahmed, Amy Loutfi:
A Framework for Automatic Text Generation of Trends in Physiological Time Series Data. SMC 2013: 3876-3881 - 2012
- [c12]Mobyen Uddin Ahmed, Shahina Begum, Peter Funk:
A hybrid case-based system in clinical diagnosis and treatment. BHI 2012: 699-704 - [c11]Mobyen Uddin Ahmed, Shahina Begum, Peter Funk:
Case Studies on the Clinical Applications using Case-Based Reasoning. FedCSIS 2012: 3-10 - [c10]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: 35-42 - [c9]Mobyen Uddin Ahmed, Peter Funk:
A Computer Aided System for Post-operative Pain Treatment Combining Knowledge Discovery and Case-Based Reasoning. ICCBR 2012: 3-16 - [c8]Mobyen Uddin Ahmed, Shahina Begum, Peter Funk:
An Overview of Three Medical Applications Using Hybrid Case-Based Reasoning. ICDM (Workshops) 2012: 79-94 - [c7]Mobyen Uddin Ahmed, Shahina Begum, Peter Funk:
The 3 CDSSs: An Overview and Application in Case-Based Reasoning. SAIS 2012: 25-32 - 2011
- [b1]Mobyen Uddin Ahmed:
A Multimodal Approach for Clinical Diagnosis and Treatment. Mälardalen University College, Västerås, Eskilstuna, Sweden, 2011 - [j4]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): 107-115 (2011) - [j3]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): 421-434 (2011) - [c6]Mobyen Uddin Ahmed, Peter Funk:
A Case-Based Retrieval System for Post-Operative Pain Treatment. ICDM (Workshops) 2011: 30-41 - [c5]Mobyen Uddin Ahmed, Peter Funk:
Mining rare cases in post-operative pain by means of outlier detection. ISSPIT 2011: 35-41 - [c4]Shahina Begum, Md. Siblee Islam, Mobyen Uddin Ahmed, Peter Funk:
K-NN based interpolation to handle artifacts for heart rate variability analysis. ISSPIT 2011: 387-392
2000 – 2009
- 2009
- [j2]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): 180-195 (2009) - 2008
- [j1]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): 3-19 (2008) - [c3]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: 57-68 - [c2]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: 128-144 - 2007
- [c1]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: 478-491
Coauthor Index
[j18] [c57] [c56] [c55] [c54] [j17] [c53] [c52] [c51] [c50] [c49] [i1] [j14] [c48] [j13] [c47] [c46] [c45] [j12] [j10] [c44] [j9] [c43] [c42] [j8] [c41] [e3] [c40] [c39] [c38] [c36] [c35] [c34] [c33] [c32] [c31] [c29] [c28] [c27] [c26] [c25] [e2] [c21] [c20] [c17] [c16] [j7] [j6] [c12] [c11] [c10] [c8] [c7] [j4] [j3] [c4] [j2] [j1] [c3] [c2] [c1]
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