Mir Riyanul Islam

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Shahina BegumProfessor, Artificial IntelligenceVerified email at mdu.se
Mobyen Uddin AhmedProfessor in Artificial Intelligence/Computer Science at Mälardalen University (MDH)Verified email at mdu.se
Shaibal BaruaMälardalen UniversityVerified email at mdu.se
Gianluca Di FlumeriPhD, Sapienza Università di Roma, Italy || BrainSigns Srl, Rome, ItalyVerified email at uniroma1.it
Pietro AricòProf - PhD - BME - "Sapienza" University of RomeVerified email at uniroma1.it
Gianluca BorghiniSapienza University of Rome - BrainSigns srlVerified email at uniroma1.it
Augustin DegasEcole Nationale de l'Aviation Civile (ENAC)Verified email at enac.fr
Fabio BabiloniProfessor of Physiology, Dept. Molecular Medicine, University of Rome SapienzaVerified email at uniroma1.it
Christophe HurterProfessor at Fédération ENAC ISAE-SUPAERO ONERA, France. IPAL, SingaporeVerified email at enac.fr
Giulia CartocciPostdoc fellow, Sapienza University of RomeVerified email at uniroma1.it
Stefano BonelliDeep BlueVerified email at dblue.it
Daniele RuscioUniversità Cattolica del Sacro Cuore, Politecnico di Milano, Central Michigan UniversityVerified email at unicatt.it
Minesh PoudelEASA, FAA, Airbus, Boeing, e-VTOLVerified email at enac.fr
Hamidur RahmanSenior Data Scientist, Ericsson Sweden, Former AI Researcher, Mälardalen University, SwedenVerified email at ericsson.com
N ImteajMasters student at TU KaiserslauternVerified email at cs.uni-kl.de
Md Shamsur RahimVisiting Scholar, University of Technology SydneyVerified email at uts.edu.au
AZM Ehtesham ChowdhuryMurdoch UniversityVerified email at murdoch.edu.au
Rosina O WeberProfessor, Drexel UniversityVerified email at drexel.edu
Nicolas DurandENACVerified email at recherche.enac.fr
Arnaud GuibertPhD Student in data reduction and eXplainable AI at ENACVerified email at enac.fr

Mir Riyanul Islam

Postdoctoral Researcher, Mälardalen University

Verified email at mdu.se

XAI Machine Learning Learning Theory


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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	296	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	106	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	56	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	40	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	22	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	18	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	12	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	7	2015
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	6	2023
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	5	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
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
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	3	2021
Explainable Artificial Intelligence for Enhancing Transparency in Decision Support Systems MR Islam Mälardalen University, 2024	2	2024
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
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
Accessibility of the Senior Citizens to Community Clinic Services in the Selected Rural Communities of Bangladesh MR Rahman, MR Islam, AA Begum Genus Homo 3, 2019		2019

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