| 2026 | DATA | Optimising Wheel Replacement Schedules for Freight Trains Based on Machine Learning Models. | Max Strang, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum |
| 2026 | ICAART | Physics-Constrained Machine Learning Framework for Parametric Optimization of Industrial Cooling Systems. | Md. Mohsin Kabir, Shaibal Barua, Mobyen Uddin Ahmed, Behrouz Nourozi, Shahina Begum, Rebei Bel Fdhila |
| 2024 | ICAART | Second-Order Learning with Grounding Alignment: A Multimodal Reasoning Approach to Handle Unlabelled Data. | Arnab Barua, Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Andrea Giorgi |
| 2024 | ICAART | Examining Decision-Making in Air Traffic Control: Enhancing Transparency and Decision Support Through Machine Learning, Explanation, and Visualization: A Case Study. | Christophe Hurter, Augustin Degas, Arnaud Guibert, Malan 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 Aric |
| 2024 | ICAART | iXGB: Improving the Interpretability of XGBoost Using Decision Rules and Counterfactuals. | Mir Riyanul Islam, Mobyen Uddin Ahmed, Shahina Begum |
| 2023 | ICAART | Interpretable Machine Learning for Modelling and Explaining Car Drivers' Behaviour: An Exploratory Analysis on Heterogeneous Data. | Mir Riyanul Islam, Mobyen Uddin Ahmed, Shahina Begum |
| 2023 | ICAART | Quantitative Performance Analysis from Discrete Perspective: A Case Study of Chip Detection in Turning Process. | Sharmin Sultana Sheuly, Mobyen Uddin Ahmed, Shahina Begum |
| 2022 | ICCBR | When a CBR in Hand Better than Twins in the Bush. | Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Mir Riyanul Islam, Rosina O. Weber |
| 2019 | ICCBR | Hypothyroid Disease Diagnosis with Causal Explanation using Case-based Reasoning and Domain-specific Ontology. | Mir Riyanul Islam, Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed |
| 2013 | SMC | A Framework for Automatic Text Generation of Trends in Physiological Time Series Data. | Hadi Banaee, Mobyen Uddin Ahmed, Amy Loutfi |
| 2012 | FedCSIS | Case Studies on the Clinical Applications using Case-Based Reasoning. | Mobyen Uddin Ahmed, Shahina Begum, Peter Funk |
| 2012 | FedCSIS | Mental State Monitoring System for the Professional Drivers Based on Heart Rate Variability Analysis. | Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Reno Filla |
| 2012 | ICCBR | A Computer Aided System for Post-operative Pain Treatment Combining Knowledge Discovery and Case-Based Reasoning. | Mobyen Uddin Ahmed, Peter Funk |
| 2007 | ICCBR | Classify and Diagnose Individual Stress Using Calibration and Fuzzy Case-Based Reasoning. | Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Ning Xiong, Bo von Schele |