Publications

Journal article (6)

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)

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)

Conference/Workshop Paper (9)

Combining Ontology and Large Language Models to Identify Recurring Machine Failures in Free-Text Fields (Apr 2024)
Marcus Bengtsson, Mobyen Uddin Ahmed, Ricky Stanley D Cruze , Peter Funk, Tomohiko Sakao , Rickard Sohlberg Dr H.C.
THE 11th SWEDISH PRODUCTION SYMPOSIUM (SPS24)

A Case Study on Ontology Development for AI Based Decision Systems in Industry (Jul 2023)
Ricky Stanley D Cruze , Mobyen Uddin Ahmed, Marcus Bengtsson, Peter Funk, Rickard Sohlberg Dr H.C., Atiq Ur Rehman
7th International Congress and Workshop on Industrial AI and eMaintenance (IAI)

Artificial Intelligence in Predictive Maintenance: A Systematic Literature Review on Review Papers (Jul 2023)
Md Rakibul Islam , Shahina Begum, Mobyen Uddin Ahmed
7th International Congress and Workshop on Industrial AI and eMaintenance (IAI)

Cognitive Digital Twin in Manufacturing: A Heuristic Approach (Jun 2023)
Atiq Ur Rehman, Mobyen Uddin Ahmed, Shahina Begum
19th International Conference on Artificial Intelligence Applications and Innovations (AIAI2023)

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)

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-ICCBR2022)

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)

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)

Report (1)

Heuristic Approach for Cognitive Digital Twin Technology – A Technical Report (Nov 2023)
Atiq Ur Rehman, Mobyen Uddin Ahmed, Shahina Begum