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Mobyen Uddin Ahmed
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2020 – today
- 2024
- [c56]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 - [c55]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 - [c54]Mir Riyanul Islam, Mobyen Uddin Ahmed, Shahina Begum:
iXGB: Improving the Interpretability of XGBoost Using Decision Rules and Counterfactuals. ICAART (3) 2024: 1345-1353 - 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
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last updated on 2024-08-05 20:18 CEST by the dblp team
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