iXGB: Improving the Interpretability of XGBoost using Decision Rules and Counterfactuals SB Mir Riyanul Islam, Mobyen Uddin Ahmed 16th International Conference Agents and Artificial Intelligence (ICAART2024), 2024 | | 2024 |
Examining Decision-Making in Air Traffic Control: Enhancing Transparency and Decision Support Through Machine Learning, Explanation, and Visualization: A Case Study 16th International Conference Agents and Artificial Intelligence (ICAART2024), 2024 | | 2024 |
Balancing Fairness: Unveiling the Potential of SMOTE-Driven Oversampling in AI Model Enhancement MRI Md Alamgir Kabir , Mobyen Uddin Ahmed, Shahina Begum, Shaibal Barua International Conference on Machine Learning Technologies (ICMLT), 2024 | | 2024 |
TEMPORARY REMOVAL: Duodenal quantitative mucosal morphometry in children with environmental enteric dysfunction: a cross-sectional multi-country analysis L Ehsan, D Coomes, P Kelly, AR Greene, SA Ali, C Mulenga, DM Denno, ... The American Journal of Clinical Nutrition, 2024 | | 2024 |
Second-Order Learning with Grounding Alignment: A Multimodal Reasoning Approach to Handle Unlabelled Data -- Best Paper Award-- AG Arnab Barua, Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum 16th International Conference Agents and Artificial Intelligence (ICAART2024), 2024 | | 2024 |
Second-Order Learning with Grounding Alignment: A Multimodal Reasoning Approach to Handle Unlabelled Data. A Barua, MU Ahmed, S Barua, S Begum, A Giorgi ICAART (2), 561-572, 2024 | | 2024 |
Artificial Intelligence in Predictive Maintenance: A Systematic Literature Review on Review Papers MR Islam, S Begum, MU Ahmed International Congress and Workshop on Industrial AI, 251-261, 2024 | 1 | 2024 |
Multi-scale Data Fusion and Machine Learning for Vehicle Manoeuvre Classification SB Arnab Barua, Mobyen Uddin Ahmed IEEE International Conference on System Engineering and Technology (ICSET2023), 2023 | 1 | 2023 |
Artificial Intelligence in Predictive Maintenance: A Systematic Literature Review on Review Papers MUA Md Rakibul Islam , Shahina Begum 7th International Congress and Workshop on Industrial AI and eMaintenance (IAI), 2023 | | 2023 |
Cognitive Digital Twin in Manufacturing: A Heuristic Optimization Approach A Rehman, MU Ahmed, S Begum IFIP International Conference on Artificial Intelligence Applications and …, 2023 | 2 | 2023 |
Explaining the Unexplainable: Role of XAI for Flight Take-Off Time Delay Prediction NC Waleed Reafee Sbu Jmoona, Mobyen Uddin Ahmed, Mir Riyanul Islam, Shaibal ... 19th International Conference on Artificial Intelligence Applications and …, 2023 | 3* | 2023 |
Cognitive Digital Twin in Manufacturing: A Heuristic Approach SB Atiq Ur Rehman, Mobyen Uddin Ahmed 19th International Conference on Artificial Intelligence Applications and …, 2023 | | 2023 |
When a CBR in Hand is Better than Twins in the Bush MU Ahmed, S Barua, S Begum, MR Islam, RO Weber arXiv preprint arXiv:2305.05111, 2023 | 4 | 2023 |
When a CBR in Hand is Better than Twins in the Bush M Uddin Ahmed, S Barua, S Begum, M Riyanul Islam, RO Weber arXiv e-prints, arXiv: 2305.05111, 2023 | | 2023 |
A systematic literature review on multimodal machine learning: Applications, challenges, gaps and future directions A Barua, MU Ahmed, S Begum IEEE Access 11, 14804-14831, 2023 | 24 | 2023 |
Environmental enteric dysfunction and small intestinal histomorphology of stunted children in Bangladesh MS Hossain, SMKN Begum, MM Rahman, M Parvez, RN Mazumder, ... PLOS Neglected Tropical Diseases 17 (1), e0010472, 2023 | 5 | 2023 |
Investigating Additive Feature Attribution for Regression MR Islam, RO Weber, MU Ahmed, S Begum | | 2023 |
Quantitative Performance Analysis from Discrete Perspective: A Case Study of Chip Detection in Turning Process. SS Sheuly, MU Ahmed, S Begum ICAART (2), 368-379, 2023 | | 2023 |
A Systematic Literature Review on Multimodal Machine Learning: Applications, Challenges, Gaps and Future Directions SB Arnab Barua, Mobyen Uddin Ahmed Journal of IEEE Access, 2023 | | 2023 |
Quantitative Performance Analysis of Machine Learning Model from Discrete Perspective: A CaseStudy of Chip Detection in Turning Process SB Sharmin Sultana Sheuly, Mobyen Uddin Ahmed 15th International Conference on Agents and Artificial Intelligence, 2023 | | 2023 |