Mir Riyanul Islam

12 papers B 1Journal 2Unranked 8
YearRankTypeTitle / Venue / Authors
2025 — conf
A Multimodal Approach for Enhancing Decision Support in Remote Digital Tower.
ICMLT
Mobyen Uddin Ahmed, Shaibal Barua, Mir Riyanul Islam, Ricky Stanley D'Cruze, Shahina Begum, Sara Kebir, Alexandre Veyrie, Christophe Hurter
2025 J jnl
Privacy-preserving ground-truth data for evaluating additive feature attribution in regression models with additive CBR and CQV.
Knowl. Based Syst.
Mir Riyanul Islam, Rosina O. Weber, Mobyen Uddin Ahmed, Shahina Begum
2024 — —
Explainable Artificial Intelligence for Enhancing Transparency in Decision Support Systems
Mir Riyanul Islam
2024 — conf
iXGB: Improving the Interpretability of XGBoost Using Decision Rules and Counterfactuals.
ICAART (3)
Mir Riyanul Islam, Mobyen Uddin Ahmed, Shahina Begum
2023 B conf
Analyzing Inter-Vehicle Collision Predictions during Emergency Braking with Automated Vehicles.
WiMob
Joseba Gorospe, Shahriar Hasan, Mir Riyanul Islam, Arrate Alonso Gómez, Svetlana Girs, Elisabeth Uhlemann
2023 — conf
Explaining the Unexplainable: Role of XAI for Flight Take-Off Time Delay Prediction.
AIAI (2)
Waleed Jmoona, Mobyen Uddin Ahmed, Mir Riyanul Islam, Shaibal Barua, Shahina Begum, Ana Ferreira, Nicola Cavagnetto
2023 — conf
Interpretable Machine Learning for Modelling and Explaining Car Drivers' Behaviour: An Exploratory Analysis on Heterogeneous Data.
ICAART (2)
Mir Riyanul Islam, Mobyen Uddin Ahmed, Shahina Begum
2023 J jnl
When a CBR in Hand is Better than Twins in the Bush.
CoRR
Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Mir Riyanul Islam, Rosina O. Weber
2022 — conf
When a CBR in Hand Better than Twins in the Bush.
ICCBR Workshops
Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Mir Riyanul Islam, Rosina O. Weber
2021 — conf
Local and Global Interpretability Using Mutual Information in Explainable Artificial Intelligence.
ISCMI
Mir Riyanul Islam, Mobyen Uddin Ahmed, Shahina Begum
2019 — conf
Deep Learning for Automatic EEG Feature Extraction: An Application in Drivers' Mental Workload Classification.
H-WORKLOAD
Mir Riyanul Islam, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum, Gianluca Di Flumeri
2019 — conf
Hypothyroid Disease Diagnosis with Causal Explanation using Case-based Reasoning and Domain-specific Ontology.
ICCBR Workshops
Mir Riyanul Islam, Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed