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Research / Publications & Profiles

A selective map of the scholarly record.

The complete publication and citation record lives on Google Scholar. This page organizes the main intellectual threads so collaborators can quickly see where the work came from and where it is going.

Latest research & public records

Publications and preprints, with clear status.

The entries below link to publisher, repository and public records, distinguishing preprints from peer-reviewed articles. Google Scholar and ORCID remain the live source for the complete record.

Open data · CC BY 4.0

RIDI source data and reproducibility package for “Equal evaluation scores do not certify equivalent AI behaviour”

Zenodo · v1.0.0

Source-data tables for the main and Extended Data figures, registered-extension summaries, P5b practitioner-equivalence outputs and second-judge robustness summaries, so the reported results can be audited. Third-party benchmark corpora are not redistributed.

Open source → Zenodo · DOI 10.5281/zenodo.22974727
Preprint · not yet peer reviewed

From Answer Production to Defensible Engineering Judgment in AI-Containing Systems: The iSCARB Framework and a Nine-Chapter Software Engineering Implementation

Zenodo · v1.0

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.

Open source → Zenodo · DOI 10.5281/zenodo.22964248
Peer-reviewed article

Context-aware AI assistance reduces diagnostic error in chest X-ray interpretation

Scientific Reports

With Redhwan Nour, this study evaluates selective, context-aware AI assistance for chest X-ray interpretation rather than assuming AI should always be shown.

Open source → Nature / Scientific Reports
Peer-reviewed article

Ontology-Enhanced Deep Learning for Mechanistic Prediction of Drug-Drug Interactions: A Clinically Interpretable Framework

Journal of Clinical Pharmacology

A clinically interpretable DDI framework combining ontology-based embeddings with deep learning to predict pharmacokinetic and pharmacodynamic interaction mechanisms.

Open source → PubMed
Preprint · benchmark dataset

BioUNER: A Benchmark Dataset for Clinical Urdu Named Entity Recognition

arXiv

A biomedical Urdu named-entity recognition benchmark built from 153K annotated tokens and evaluated with classical, deep-learning and multilingual transformer baselines.

Open source → arXiv
Peer-reviewed article

Optimizing electric vehicle energy consumption prediction through machine learning and ensemble approaches

Scientific Reports

A machine-learning study of EV energy-consumption prediction using real-world data, hyperparameter optimization and a stacking ensemble.

Open source → Nature / Scientific Reports
Institutional announcement

FCIT announces Adeeb Noor's promotion to Full Professor

King Abdulaziz University · FCIT

The Faculty of Computing and Information Technology publicly announced the Scientific Council decision promoting Adeeb Noor to Full Professor in the Information Technology Department.

Open source → FCIT KAU on X
Current research program

Work in progress

These projects are in development; inclusion does not imply journal acceptance or publication.

Manuscript · submission-ready, not yet peer reviewed

Equal evaluation scores do not certify equivalent AI behaviour

RIDI research project

In a preregistered retrieval experiment, five standard retrieval metrics were identical, yet benchmark-defined answer correctness changed for 17.27% of 800 queries. Registered extensions, an exact control frontier and a production update test the limits of that result. Submission-ready; not yet peer reviewed, accepted or published.

Explore research → RIDI project page
Research profiles

Use the source that fits what you need.

For the authoritative publication list, use Google Scholar. For research-network context and institutional lineage, use ResearchGate, KAUST and the doctoral repository.

Research lineage

Four threads that connect the portfolio.

Rather than reproduce a long bibliography here, these themes show how individual papers, systems and ventures fit into one larger research program.

01 · DECISION INTELLIGENCE

Evaluation beyond aggregate scores

Research on allocation identity, ranking-to-action systems and consequential evaluation asks what changes when a model is forced to act under limited capacity.

Related system: RIDI
Research path: metrics → allocation → governance
Explore RIDI →
02 · BIOMEDICAL KNOWLEDGE

Drug interactions and knowledge integrity

Doctoral and later work on drug–drug interactions, pharmacovigilance and biomedical knowledge asks how incompleteness and heterogeneity affect computational and clinical inference.

Anchor: D3 pharmacovigilance dissertation
Research path: evidence → inference → safer decisions
See doctoral foundations →
03 · PERSONALIZED MEDICINE

From biomedical analysis to individual decisions

Work in genetic screening and drug response extends the same principle to personalized medicine: better decisions require evidence that is specific enough to the person and context.

Related venture: GenomeFit
Research path: genomics → interpretation → decision support
Explore GenomeFit →
04 · EDUCATION & INSTITUTIONS

Evidence that survives scale

Research and system-building in AI-assisted curriculum design, readiness and institutional governance asks how evidence can remain visible when systems scale across courses and organizations.

Related work: teaching systems and institutional operating models
Research path: evidence → readiness → accountable action
Explore teaching →

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