Adeeb Noor — Research Updateshttps://adeebnoor.github.io/publications.htmlCurated recent research and public scholarly updates by Adeeb Noor.enPerformance equivalence does not imply action equivalence in AI systemshttps://adeebnoor.github.io/research.html#ridihttps://adeebnoor.github.io/research.html#ridiManuscript · work in progress. Ongoing research on the gap between maintained aggregate performance and changed system actions: which evidence is used, what is selected, and which changes an explicit objective requires. This is a work in progress, not a published or accepted article.Fri, 25 Sep 2026 00:00:00 +0000From Answer Production to Defensible Engineering Judgment in AI-Containing Systems: The iSCARB Framework and a Nine-Chapter Software Engineering Implementationhttps://zenodo.org/records/22964248https://zenodo.org/records/22964248Preprint · not peer reviewed. A framework and nine-chapter implementation for human-owned engineering judgment in systems containing AI. It combines evidence, explicit limits, changed conditions and justified revision; learning effectiveness remains an evaluation question.Fri, 25 Sep 2026 00:00:00 +0000Context-aware AI assistance reduces diagnostic error in chest X-ray interpretationhttps://www.nature.com/articles/s41598-026-67997-7https://www.nature.com/articles/s41598-026-67997-7Peer-reviewed article. With Redhwan Nour, this study evaluates selective, context-aware AI assistance for chest X-ray interpretation rather than assuming AI should always be shown.Fri, 28 Aug 2026 00:00:00 +0000Ontology-Enhanced Deep Learning for Mechanistic Prediction of Drug-Drug Interactions: A Clinically Interpretable Frameworkhttps://pubmed.ncbi.nlm.nih.gov/42226315/https://pubmed.ncbi.nlm.nih.gov/42226315/Peer-reviewed article. A clinically interpretable DDI framework combining ontology-based embeddings with deep learning to predict pharmacokinetic and pharmacodynamic interaction mechanisms.BioUNER: A Benchmark Dataset for Clinical Urdu Named Entity Recognitionhttps://arxiv.org/abs/2604.02904https://arxiv.org/abs/2604.02904Preprint · benchmark dataset. A biomedical Urdu named-entity recognition benchmark built from 153K annotated tokens and evaluated with classical, deep-learning and multilingual transformer baselines.Fri, 03 Apr 2026 00:00:00 +0000Optimizing electric vehicle energy consumption prediction through machine learning and ensemble approacheshttps://www.nature.com/articles/s41598-025-14129-2https://www.nature.com/articles/s41598-025-14129-2Peer-reviewed article. A machine-learning study of EV energy-consumption prediction using real-world data, hyperparameter optimization and a stacking ensemble.Fri, 08 Aug 2025 00:00:00 +0000FCIT announces Adeeb Noor's promotion to Full Professorhttps://x.com/FCITKAU/status/1799921254599958769https://x.com/FCITKAU/status/1799921254599958769Institutional announcement. The Faculty of Computing and Information Technology publicly announced the Scientific Council decision promoting Adeeb Noor to Full Professor in the Information Technology Department.Mon, 10 Jun 2024 00:00:00 +0000