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Aya Hade

Observed name: Hade, Aya
Institution: University of Sumer
Observed institution: University of Sumer
ORCID: 0009-0004-3051-2004
Observed ORCID: 0009-0004-3051-2004
OpenAlex ID: A5146086150
Reproduction package for "Lower error, weaker evidence: aggregate accuracy metrics mis-rank flow-measurement summaries for anomaly detection"
2026 · Kareem, Muntadher, Adnan, Ahmed Basim, et al. · Zenodo (CERN European Organization for Nuclear Research)
Reproducibility package for: How Many Labels Does It Take to Verify Safe AI Triage? Distribution-Free Site-Acceptance Testing of Skin-Lesion Foundation-Model Ensembles under Dataset Shift
2026 · Kareem, Muntadher, Hade, Aya, et al. · Zenodo (CERN European Organization for Nuclear Research)
Separating acquisition shift from disease novelty in open-set plant disease recognition: code, image lists and run-level results
2026 · Kareem, Muntadher, Hade, Aya, et al. · Zenodo (CERN European Organization for Nuclear Research)
Zero-shot language models for globin variant interpretation
2026 · Kareem, Muntadher, Hade, Aya · Zenodo (CERN European Organization for Nuclear Research)
Reducing False Alarms in Lightweight Indoor Fire Detection
2026 · Aya Hade, Mustafa Kamil · Sumer Journal for Pure Science
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SAFE-Fire: code and frozen evaluation records
2026 · Hade, Aya, Kamil, Mustafa · Zenodo (CERN European Organization for Nuclear Research)
Works count: 6
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