Publications
Number of publications matching the search criterion: 12
Journal article (3)
Evaluating Explainable Hybrid Intrusion Detection Models Under ZeroDay Conditions (Sep 2026) Sumayyamol Mukkil Muhammed Ismail , Mobyen Uddin Ahmed, Shahina Begum Cybersecurity Symmetry: Encryption, AI, and Attack Patterns (CSEAIAP)
Mechanistic Interpretability of ReLU Neural Networks Through Piecewise-Affine Mapping (Jan 2026) Arnab Barua, Mobyen Uddin Ahmed, Shahina Begum Machine Learning (ML)
Interpretable Self-Supervised Learning for Fault Identification in Printed Circuit Board Assembly Testing (Sep 2025) Md Rakibul Islam , Shahina Begum, Mobyen Uddin Ahmed AI-Based Machinery Health Monitoring (ApplSci25)
Conference/Workshop Paper (9)
Integrating XGBoost, SHAP, and DiCE for Prescriptive Maintenance of Undercarriage Sprockets (Feb 2027) LIBAN Mohamed AHMAD , Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Daniel Aurel , JONATHAN WRIGHT , Emmanuel Weiten 9th Artificial Intelligence and Cloud Computing Conference (AICCC2026)
Unmasking Novel IoT Threats through Attack Disjoint Feature Attribution and Transparent Machine Learning (Feb 2027) DANJELA KUÇI , Mobyen Uddin Ahmed, Shahid Raza 9th Artificial Intelligence and Cloud Computing Conference (AICCC2026)
Enhancing Industrial AI Usability Through Human-AI Interaction (Jul 2026) Marcus Hammarström , Liam Burberry Gahm , Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Emmanuel Weiten , Daniel Aurel 28th International Conference on Computer and Information Technology (ICCIT25)
An End-to-End Explainable Fault Prediction Pipeline for Embedded Test Systems (Jul 2026) Md Motaher Hossain Bhuiyan, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum 28th International Conference on Computer and Information Technology (ICCIT25)
Explainable Quantum Machine Learning Concepts for Trajectory Optimization in Air Traffic Management (May 2026) Shahina Begum, Shaibal Barua, Mobyen Uddin Ahmed, Henri de Boutray , Christophe Hurter International Conference on Modern Artificial Intelligence and Data Science Systems (MAIDSS26)
Quantum Machine Learning for Optimisation: A Domain Focused Survey (May 2026) Surya Teja Darbhamalla, Shahina Begum, Shaibal Barua, Mobyen Uddin Ahmed International Conference on Modern Artificial Intelligence and Data Science Systems (MAIDSS26)
Hybrid Neuro-Fuzzy Approach for Transparent Anomaly Detection in Mining Equipment (Mar 2026) ANDIA SHKARPA , Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed International Conference on Artificial Intelligence, Automation and Control Technologies (AIACT 2026)
A Theoretical Probabilistic Framework for Explaining Generative AI (Oct 2025) Shahina Begum, Shaibal Barua, Mobyen Uddin Ahmed, Mir Riyanul Islam International conference on Advanced Machine Learning and Data Science (AMLDS 25)
Towards Sustainable AI Development: A Focus on Transparency and Explainability (Jul 2025) Shahina Begum, Mobyen Uddin Ahmed, Mosarrat Farhana 2nd International Conference on Creativity, Technology, and Sustainability (CCTS)
