Publications

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Number of publications matching the search criterion: 143 (showing 1 - 50)

Doctoral Thesis (1)

A Multimodal approach for clinical diagnosis and treatment (Nov 2011)
Mobyen Uddin Ahmed

Licentiate Thesis (1)

A case-based Multi-modal clinical system for stress management. (Apr 2010)
Mobyen Uddin Ahmed

Book chapter (5)

Artificial Intelligence, Machine learning and Reasoning in Health Informatics – Case Studies (Aug 2020)
Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum
Signal Processing Techniques for Computational Health Informatics (SPT)

Artificial Intelligence, Machine learning and Reasoning in Health Informatics – An Overview (Aug 2020)
Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum
Signal Processing Techniques for Computational Health Informatics (SPT)

Physiological Sensor Signals Analysis to Represent Cases in a Case-based Diagnostic System (Jan 2012)
Shahina Begum, Mobyen Uddin Ahmed, Peter Funk
Innovations in Knowledge-based Systems in Biomedicine

Intelligent Signal Analysis Using Case-Based Reasoning for Decision Support in Stress Management (Jan 2010)
Shahina Begum, Mobyen Uddin Ahmed, Ning Xiong, Peter Funk
Computational Intelligence in Healthcare 4

Case-Based Reasoning for Medical and Industrial Decision Support Systems (Jan 2010)
Mobyen Uddin Ahmed, Shahina Begum, Ning Xiong, Peter Funk
Successful Case-based Reasoning Applications

Journal article (31)

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

Artificial Intelligence-based Life Cycle Engineering in Industrial Production: A Systematic Literature Review (Jan 2023)
Hamidur Rahman, Ricky Stanley D Cruze , Mobyen Uddin Ahmed, Rickard Sohlberg Dr H.C., Tomohiko Sakao , Peter Funk
Journal of IEEE ACCESS (IEEE ACCESS)

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

Machine Learning Based Digital Twin in Manufacturing: A Bibliometric Analysis and Evolutionary Overview (Jul 2022)
Sharmin Sultana Sheuly, Mobyen Uddin Ahmed, Shahina Begum
Applied Sciences- Computing and Artificial Intelligence(Special issue:Artificial Intelligence and Optimization in Industry 4.0) (applsci)

A Systematic Review of Explainable Artificial Intelligence in terms of Different Application Domains and Tasks (Jan 2022)
Mir Riyanul Islam, Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum
Applied Sciences (ApplSci)

A Survey on Artificial Intelligence (AI) and eXplainable AI in Air Traffic Management: Current Trends and Development with Future Research Trajectory (Jan 2022)
Augustin Degas , Mir Riyanul Islam, Christophe Hurter , Shaibal Barua, Hamidur Rahman, Minesh Poudel , Daniele Ruscio , Mobyen Uddin Ahmed, Shahina Begum, Md Aquif Rahman, Stefano Bonelli , Giulia Cartocci , Gianluca Di Flumeri , Gianluca Borghini , Fabio Babiloni , Pietro Aricò
Applied Sciences (ApplSci)

Vision-Based Driver’s Cognitive Load Classification Considering Eye Movement Using Machine Learning and Deep Learning (Nov 2021)
Hamidur Rahman, Mobyen Uddin Ahmed, Shaibal Barua, Peter Funk, Shahina Begum
Special Issue on Deep Learning in Biomedical Informatics and Healthcare (Sensors)

Study on Human Subjects - Influence of Stress and Alcohol in Simulated Traffic Situations (Jul 2021)
Mobyen Uddin Ahmed, Mir Riyanul Islam, Shaibal Barua, Bertil Hök, Emma Jonforsen , Shahina Begum
Open Research Europe (ORE)

Data Analytics using Statistical Methods and Machine Learning: A Case Study of Power Transfer Units (Mar 2021)
Sharmin Sultana Sheuly, Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed, Ekrem Güclü , Michael Osbakk
International Journal of Advanced Manufacturing Technology (IJAMT)

Convolutional Neural Network for Driving Manoeuvre Identification based on Inertial Measurement Unit (IMU) and Global Positioning System (GPS) (Sep 2020)
Mobyen Uddin Ahmed, Shahina Begum
Frontiers in Sustainable Cities-Governance and Cities (Advances in Road Safety Planning) (Frontiers)

Towards Intelligent Data Analytics: A Case Study in Driver Cognitive Load Classification (Aug 2020)
Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum
Brain Sciences (Special Issue: Brain Plasticity, Cognitive Training and Mental States Assessment) (Brain Sci)

A Novel Mutual Information based Feature Set for Drivers’ Mental Workload Evaluation using Machine Learning (Aug 2020)
Mir Riyanul Islam, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum, Pietro Aricò , Gianluca Borghini , Gianluca Di Flumeri
Brain Sciences (Special Issue: Brain Plasticity, Cognitive Training and Mental States Assessment) (Brain Sci)

A Machine Learning Approach to Classify Pedestrians’ Event based on IMU and GPS (May 2020)
Mobyen Uddin Ahmed, Staffan Brickman , Alexander Dengg , Niklas Fasth , Marko Mihajlovic , Jacob Norman
International Journal of Artificial Intelligence (IJAI)

A Vision based Indoor Navigation System for Individual with Visual Impairment (May 2020)
Mobyen Uddin Ahmed, Mohammed Ghaith Altarabichi, Shahina Begum, Fredrik Ginsberg , Robert Glaes , Magnus Östgren , Hamidur Rahman, Magnus Sörensen
International Journal of Artificial Intelligence (IJAI)

Open Source Data Collection and Data Sets for Activity Recognition in Smart Homes (Feb 2020)
Uwe Köckemann , Marjan Alirezaie , Jennifer Renoux , Nicolas Tsiftes , Mobyen Uddin Ahmed, Daniel Morberg, Maria Lindén, Amy Loutfi
Sensing Technologies for Ambient Assisted Living and Smart Homes (Sensor)

Non-contact-based Driver's Cognitive Load Classification using Physiological and Vehicular Parameters (Nov 2019)
Hamidur Rahman, Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum
Biomedical Signal Processing and Control (BSPC)

Non-contact Physiological Parameters Extraction using Facial Video considering Illumination, Motion, Movement and Vibration (May 2019)
Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum
IEEE Transactions on Biomedical Engineering (TBME)

Automatic Driver Sleepiness Detection using EEG, EOG and Contextual Information (Jan 2019)
Shaibal Barua, Mobyen Uddin Ahmed, Christer Ahlström , Shahina Begum
Expert Systems with Applications: X (ESWA: X)

Automated EEG Artifact Handling with Application in Driver Monitoring (Nov 2017)
Shaibal Barua, Mobyen Uddin Ahmed, Christer Ahlström , Shahina Begum, Peter Funk
IEEE Journal of Biomedical and Health Informatics (J-BHI)

In-Vehicle Stress Monitoring Based on EEG Signal (Jul 2017)
Shahina Begum, Shaibal Barua, Mobyen Uddin Ahmed
International Journal of Engineering Research and Applications (IJERA)

An Intelligent Healthcare Service to Monitor Vital Signs in Daily Life – A Case Study on Health-IoT (Mar 2017)
Mobyen Uddin Ahmed
International Journal of Engineering Research and Applications (IJERA)

Physiological Sensor Signals Classification for Healthcare using Sensor Data Fusion and Case-Based Reasoning (Jul 2014)
Shahina Begum, Shaibal Barua, Mobyen Uddin Ahmed
Sensors (Special Issue on Sensors Data Fusion for Healthcare) (Sensors)

Classification of Physiological Signals for Wheel Loader Operators Using Multi-Scale Entropy Analysis and Case-Based Reasoning (Feb 2014)
Shahina Begum, Shaibal Barua, Reno Filla , Mobyen Uddin Ahmed
Expert Systems with Applications (ESA)

Data mining for wearable sensors in health monitoring systems: a review of recent trends and challenges (Dec 2013)
Hadi Banaee , Mobyen Uddin Ahmed, Amy Loutfi
Special Issue Sensors for Globalized Healthy Living and Wellbeing (Sensors)

Physical Activity Identification using Supervised Machine Learning and based on Pulse Rate (Oct 2013)
Mobyen Uddin Ahmed, Amy Loutfi
International Journal of Advanced Computer Science and Applications (IJACSA)

Health Monitoring for Elderly: An Application Using Case-Based Reasoning and Cluster Analysis (May 2013)
Mobyen Uddin Ahmed, Hadi Banaee , Amy Loutfi
ISRN Artificial Intelligence (ISRNAI)

Case-Based Reasoning Systems in the Health Sciences: A Survey of Recent Trends and Developments (Dec 2011)
Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Ning Xiong, Mia Folke
IEEE Transactions on Systems, Man, and Cybernetics--Part C: Applications and Reviews

A Multi-Module Case Based Biofeedback System for Stress Treatment (Feb 2011)
Mobyen Uddin Ahmed, Shahina Begum, Peter Funk, Ning Xiong, Bo von Schéele
Artificial Intelligence in Medicine

A Case-Based Decision Support System for Individual Stress Diagnosis Using Fuzzy Similarity Matching (Aug 2009)
Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Ning Xiong, Bo von Schéele
Computational Intelligence (CI)

Case-Based Systems in the Health Sciences - A Case Study in the Field of Stress Management (Mar 2009)
Shahina Begum, Mobyen Uddin Ahmed, Peter Funk
WSEAS Transactions on Systems

Case-based Reasoning for Diagnosis of Stress using Enhanced Cosine and Fuzzy Similarity (Oct 2008)
Mobyen Uddin Ahmed, Shahina Begum, Peter Funk, Ning Xiong, Bo von Schéele
Transactions on Case-Based Reasoning on Multimedia Data

Conference/Workshop Paper (94)

Quantitative Performance Analysis of Machine Learning Model from Discrete Perspective: A CaseStudy of Chip Detection in Turning Process (Mar 2023)
Sharmin Sultana Sheuly, Mobyen Uddin Ahmed, Shahina Begum
15th International Conference on Agents and Artificial Intelligence (ICAART2023)

Interpretable Machine Learning for Modelling and Explaining Car Drivers' Behaviour: An Exploratory Analysis on Heterogeneous Data (Feb 2023)
Mir Riyanul Islam, Mobyen Uddin Ahmed, Shahina Begum
15th International Conference on Agents and Artificial Intelligence (ICAART2023)

Usage of more transparent and explainable conflict resolution algorithm: air traffic controller feedback (Oct 2022)
Christophe Hurter , Augustin Degas , Arnaud Guibert , Nicolas Durand , Mir Riyanul Islam, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum, Stefano Bonelli , Giulia Cartocci , Gianluca Di Flumeri , Gianluca Borghini , Pietro Aricò , Fabio Babiloni
Conference of the European Association for Aviation Psychology (EAAP22)

When a CBR in Hand is Better than Twins in the Bush (Sep 2022)
Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Mir Riyanul Islam, Rosina O Weber
Fourth Workshop on XCBR: Case-Based Reasoning for the Explanation of Intelligent Systems (XCBR)

Transparent Artificial Intelligence and Automation to Air Traffic Management Systems: Conflict Detection and Resolution (Aug 2022)
Christophe Hurter , Augustin Degas , Mir Riyanul Islam, Shaibal Barua, Hamidur Rahman, Minesh Poudel , Daniele Ruscio , Mobyen Uddin Ahmed, Shahina Begum, Md Aquif Rahman, Stefano Bonelli , Giulia Cartocci , Gianluca Di Flumeri , Gianluca Borghini , Pietro Aricò , Fabio Babiloni
International Conference on Cognitive Aircraft Systems ICCAS (ICCAS2022)

Dilemmas in designing e-learning experiences for professionals (Dec 2021)
Mobyen Uddin Ahmed, Ioanna Aslanidou, Jakob Axelsson, Shahina Begum, Leo Hatvani, Anders Olsson, Sebastian Schwede, Carina Sjödin, Jan Skvaril, Valentina Zaccaria
20th European Conference on e-Learning (ECEL)

Explainable Machine Learning to Improve Assembly Line Automation (Dec 2021)
Sharmin Sultana Sheuly, Mobyen Uddin Ahmed, Shahina Begum, Michael Osbakk
4th International Conference on Artificial Intelligence for Industries (ai4i 2021)

Local and Global Interpretability using Mutual Information in Explainable Artificial Intelligence (Nov 2021)
Mir Riyanul Islam, Mobyen Uddin Ahmed, Shahina Begum
The 8th International Conference on Soft Computing & Machine Intelligence (ISCMI 2021)

Deep Learning in Remote Sensing: An Application to Detect Snow and Water in Construction Sites (Sep 2021)
Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum, Mats Fridberg, Adam Hoflin
4th International Conference on Artificial Intelligence for Industries (ai4i 2021)

Analysis of Breakdown Reports using Natural Language Processing and Machine Learning (Aug 2021)
Mobyen Uddin Ahmed, Marcus Bengtsson, Antti Salonen, Peter Funk
International Congress and Workshop on Industrial AI (IAI2021)

AI-LCE: Adaptive and Intelligent Life Cycle Engineering by applying digitalization and AI methods – An emerging paradigm shift in Life Cycle Engineering (May 2021)
Tomohiko Sakao , Peter Funk, Johannes Matschewsky , Marcus Bengtsson, Mobyen Uddin Ahmed
28th CIRP Conference on Life Cycle Engineering (CIRP LCE 2021)

Supporting Autonomous Vehicle Applications on the Heterogeneous System Architecture (May 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
7th international Conference on the Engineering of Computer Based Systems (ECBS 2021)

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