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 | 217 | 2022 |
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 | 75 | 2022 |
Numeric Rating of Apps on Google Play Store by Sentiment Analysis on User Reviews MR Islam Electrical Engineering and Information & Communication Technology (ICEEICT …, 2014 | 49 | 2014 |
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 | 36 | 2020 |
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 | 21 | 2017 |
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 | 16 | 2019 |
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 | 6 | 2022 |
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 | 6 | 2015 |
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 | 4 | 2022 |
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 | 4 | 2017 |
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 | 3 | 2023 |
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 | 3 | 2023 |
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 | 2 | 2023 |
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 | 2 | 2021 |
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 | 1 | 2021 |
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 | 1 | 2019 |
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 |