Mir Riyanul Islam, Post Doc
Mir Riyanul Islam is a Postdoctoral Researcher working as a member of the Artificial Intelligence and Intelligent Systems group. His research interest lies over Theoretical Machine Learning and Learning Theory along with various intelligent applications built with technologies involving Artificial Intelligence.
He is involved in research and development since 2015 after completing his M.Sc. in Computer Science from American International University - Bangladesh. He completed his B.Sc. in Computer Science & Engineering from the same university in 2014.
Prior to his doctoral studies, Mir Riyanul Islam participated in active teaching as a Lecturer in the Department of Computer Science in the Faculty of Science & Technology at American International University - Bangladesh. He conducted several basic courses of Computer Science Domain like Introduction to Programming Language, Data Structure, Algorithms, Artificial Intelligence and Expert Systems, Concrete Mathematics, Object Oriented Analysis and Design etc.
A Multimodal Approach for Enhancing Decision Support in Remote Digital Tower (Sep 2025) Mobyen Uddin Ahmed, Shaibal Barua, Mir Riyanul Islam, Ricky Stanley D Cruze , Shahina Begum, Sara Kebir , Alexandre Veyrie , Christophe Hurter 2025 10th International Conference on Machine Learning Technologies (ICMLT 2025)
Integration of Explainable Artificial Intelligence and Multimodal Machine Learning for Drivers’ Fitness (Sep 2025) Mobyen Uddin Ahmed, Arnab Barua, Mir Riyanul Islam, Shaibal Barua, Shahina Begum International conference on Advanced Machine Learning and Data Science (AMLDS 25)
A Theoretical Probabilistic Framework for Explaining Generative AI (Sep 2025) Shahina Begum, Shaibal Barua, Mobyen Uddin Ahmed, Mir Riyanul Islam International conference on Advanced Machine Learning and Data Science (AMLDS 25)
iXGB: Improving the Interpretability of XGBoost using Decision Rules and Counterfactuals (Mar 2024) Mir Riyanul Islam, Mobyen Uddin Ahmed, Shahina Begum 16th International Conference Agents and Artificial Intelligence (ICAART2024)
Analyzing Inter-Vehicle Collision Predictions during Emergency Braking with Automated Vehicles (Jul 2023) Joseba Gorospe , Shahriar Hasan, Mir Riyanul Islam, Arrate Alonso Gómez , Svetlana Girs, Elisabeth Uhlemann 2023 19th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob)
Explaining the Unexplainable: Role of XAI for Flight Take-Off Time Delay Prediction (Jun 2023) Waleed Reafee Sbu Jmoona, Mobyen Uddin Ahmed, Mir Riyanul Islam, Shaibal Barua, Shahina Begum, Ana Ferreira , Nicola Cavagnetto 19th International Conference on Artificial Intelligence Applications and Innovations (AIAI2023)