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Mir Riyanul Islam
Mir Riyanul Islam
Postdoctoral Researcher, Mälardalen University
Verified email at mdu.se
Title
Cited by
Cited by
Year
A Systematic Review of Explainable Artificial Intelligence in terms of Different Application Domains and Tasks
MR Islam, MU Ahmed, S Barua, S Begum
Applied Sciences 12 (3), 1353, 2022
1992022
A Survey on Artificial Intelligence (AI) and Explainable AI in Air Traffic Management: Current Trends and Development with Future Research Trajectory
A Degas, MR Islam, C Hurter, S Barua, H Rahman, M Poudel, D Ruscio, ...
Applied Sciences 12 (3), 1295, 2022
692022
Numeric Rating of Apps on Google Play Store by Sentiment Analysis on User Reviews
MR Islam
Electrical Engineering and Information & Communication Technology (ICEEICT …, 2014
512014
A Novel Mutual Information based Feature Set for Drivers’ Mental Workload Evaluation using Machine Learning
MR Islam, S Barua, MU Ahmed, S Begum, P Aricò, G Borghini, ...
Brain Sciences 10 (8), 551, 2020
352020
Mining Trailers Data from YouTube for Predicting Gross Income of Movies
MS Rahim, AZME Chowdhury, MA Islam, MR Islam
IEEE Region 10 (Asia Pacific) Humanitarian Technology Conference (R10HTC), 2017
202017
Deep Learning for Automatic EEG Feature Extraction: An Application in Drivers’ Mental Workload Classification
MR Islam, S Barua, MU Ahmed, S Begum, G Di Flumeri
International Symposium on Human Mental Workload: Models and Applications …, 2019
142019
Usage of More Transparent and Explainable Conflict Resolution Algorithm: Air Traffic Controller Feedback
C Hurter, A Degas, A Guibert, N Durand, A Ferreira, N Cavagnetto, ...
Transportation Research Procedia 66, 270-278, 2022
62022
A Heuristic Approach to Course Scheduling Problem
D Karmaker, MR Islam, H Rahman, A Bhowmik, MN Imteaj
The Second International Conference on Education Technologies and Computers …, 2015
62015
OnTraNetBD: A Knowledgebase for the Travel Network in Bangladesh
MR Islam, BA Hossain, MN Imteaj, S Akhter, HS Jogesh, MB Mostafa
IEEE Region 10 (Asia Pacific) Humanitarian Technology Conference (R10HTC …, 2017
42017
Explaining the Unexplainable: Role of XAI for Flight Take-Off Time Delay Prediction
W Jmoona, MU Ahmed, MR Islam, S Barua, S Begum, A Ferreira, ...
The 19th International Conference on Artificial Intelligence Applications …, 2023
32023
When a CBR in Hand is Better than Twins in the Bush
MU Ahmed, S Barua, S Begum, MR Islam, RO Weber
Fourth Workshop on XCBR: Case-Based Reasoning for the Explanation of …, 2022
32022
Analyzing Inter-vehicle Collision Predictions during Emergency Braking with Automated Vehicles
J Gorospe, S Hasan, MR Islam, AA Gómez, S Girs, E Uhlemann
2023 19th International Conference on Wireless and Mobile Computing …, 2023
22023
Interpretable Machine Learning for Modelling and Explaining Car Drivers’ Behaviour: An Exploratory Analysis on Heterogeneous Data
MR Islam, MU Ahmed, S Begum
15th International Conference on Agents and Artificial Intelligence (ICAART …, 2023
22023
Local and Global Interpretability Using Mutual Information in Explainable Artificial Intelligence
MR Islam, MU Ahmed, S Begum
2021 8th International Conference on Soft Computing & Machine Intelligence …, 2021
22021
Study on Human Subjects – Influence of Stress and Alcohol in Simulated Traffic Situations
MU Ahmed, MR Islam, S Barua, B Hök, E Jonforsen, S Begum
Open Research Europe 1 (83), 83, 2021
12021
Hypothyroid Disease Diagnosis with Causal Explanation using Case-based Reasoning and Domain-specific Ontology
MR Islam, S Barua, S Begum, MU Ahmed
ICCBR Workshops, 87-97, 2019
12019
iXGB: Improving the Interpretability of XGBoost using Decision Rules and Counterfactuals
MR Islam, MU Ahmed, S Begum
16th International Conference on Agents and Artificial Intelligence (ICAART …, 2024
2024
Explainable Artificial Intelligence for Enhancing Transparency in Decision Support Systems
MR Islam
Mälardalen University, 2024
2024
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