Publications
Number of publications matching the search criterion: 19
Journal article (4)
A Systematic Review of Explainable Artificial Intelligence in terms of Different Application Domains and Tasks (Jan 2022) Mir Riyanul Islam, Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum Applied Sciences (ApplSci)
A Survey on Artificial Intelligence (AI) and eXplainable AI in Air Traffic Management: Current Trends and Development with Future Research Trajectory (Jan 2022) Augustin Degas , Mir Riyanul Islam, Christophe Hurter , Shaibal Barua, Hamidur Rahman, Minesh Poudel , Daniele Ruscio , Mobyen Uddin Ahmed, Shahina Begum, Md Aquif Rahman, Stefano Bonelli , Giulia Cartocci , Gianluca Di Flumeri , Gianluca Borghini , Fabio Babiloni , Pietro Aricò Applied Sciences (ApplSci)
Study on Human Subjects - Influence of Stress and Alcohol in Simulated Traffic Situations (Jul 2021) Mobyen Uddin Ahmed, Mir Riyanul Islam, Shaibal Barua, Bertil Hök, Emma Jonforsen , Shahina Begum Open Research Europe (ORE)
A Novel Mutual Information based Feature Set for Drivers’ Mental Workload Evaluation using Machine Learning (Aug 2020) Mir Riyanul Islam, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum, Pietro Aricò , Gianluca Borghini , Gianluca Di Flumeri Brain Sciences (Special Issue: Brain Plasticity, Cognitive Training and Mental States Assessment) (BrainSci)
Conference/Workshop Paper (15)
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)
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)
Interpretable Machine Learning for Modelling and Explaining Car Drivers' Behaviour: An Exploratory Analysis on Heterogeneous Data (Feb 2023) Mir Riyanul Islam, Mobyen Uddin Ahmed, Shahina Begum 15th International Conference on Agents and Artificial Intelligence (ICAART2023)
Usage of more Transparent and Explainable Conflict Resolution Algorithm: Air Traffic Controller Feedback (Oct 2022) Christophe Hurter , Augustin Degas , Arnaud Guibert , Nicolas Durand , Mir Riyanul Islam, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum, Stefano Bonelli , Giulia Cartocci , Gianluca Di Flumeri , Gianluca Borghini , Pietro Aricò , Fabio Babiloni Conference of the European Association for Aviation Psychology (EAAP2022)
When a CBR in Hand is Better than Twins in the Bush (Sep 2022) Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Mir Riyanul Islam, Rosina O Weber Fourth Workshop on XCBR: Case-Based Reasoning for the Explanation of Intelligent Systems (XCBR-ICCBR2022)
Transparent Artificial Intelligence and Automation to Air Traffic Management Systems: Conflict Detection and Resolution (Aug 2022) Christophe Hurter , Augustin Degas , Mir Riyanul Islam, Shaibal Barua, Hamidur Rahman, Minesh Poudel , Daniele Ruscio , Mobyen Uddin Ahmed, Shahina Begum, Md Aquif Rahman, Stefano Bonelli , Giulia Cartocci , Gianluca Di Flumeri , Gianluca Borghini , Pietro Aricò , Fabio Babiloni International Conference on Cognitive Aircraft Systems (ICCAS2022)
Local and Global Interpretability using Mutual Information in Explainable Artificial Intelligence (Nov 2021) Mir Riyanul Islam, Mobyen Uddin Ahmed, Shahina Begum The 8th International Conference on Soft Computing & Machine Intelligence (ISCMI2021)
Deep Learning for Automatic EEG Feature Extraction: An Application in Drivers' Mental Workload Classification (Nov 2019) Mir Riyanul Islam, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum, Gianluca Di Flumeri The 3rd International Symposium on Human Mental Workload: Models and Applications (H-WORKLOAD2019)
Hypothyroid Disease Diagnosis with Causal Explanation using Case-based Reasoning and Domain-specific Ontology (Sep 2019) Mir Riyanul Islam, Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed Workshop on CBR in the Health Science (WHS-ICCBR2019)
OnTraNetBD: A Knowledgebase for the Travel Network in Bangladesh (Dec 2017) Mir Riyanul Islam, Bayzid Ashik Hossain , Md. Nabid Imteaj , Saiful Akhter , Hillol Sarker Jogesh , Marufa Binte Mostafa The 5th IEEE Region 10 Humanitarian Technology Conference (IEEE-R10HTC2017)
Mining Trailers Data from YouTube for Predicting Gross Income of Movies (Dec 2017) Shamsur Rahim , AZM Ehtesham Chowdhury , Md. Asiful Islam , Mir Riyanul Islam The 5th IEEE Region 10 Humanitarian Technology Conference (IEEE-R10HTC2017)
A Heuristic Approach to Course Scheduling Problem (May 2015) Debajyoti Karmaker , Mir Riyanul Islam, Hafizur Rahman , Abhijit Bhowmik , Md. Nabid Imteaj The Second International Conference on Education Technologies and Computers (ICETC2015)
Numeric Rating of Apps on Google Play Store by Sentiment Analysis on User Reviews (Apr 2014) Mir Riyanul Islam International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT2014)
