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Author

D. Elzanfaly

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#explainable ai Open access Oct 2026

An Integrated Machine Learning Framework for Multi-task Retail Decision Support with Explainable AI

Modern Retail companies must understand their customers, optimize their products, and forecast revenue accurately to remain competitive, yet most organizations lack integrated systems capable of translating transactional data into concrete business decisions.These are not data problems but intelligence problems: the ab...

E. Taher, D. Elzanfaly, W. El-Behaidy · 0 citations
Review Open access Aug 2026

Indexing meets machine learning: a systematic literature review of learned indexes

Learned index structures use machine learning models, rather than traditional algorithmic data structures, to optimize database indexing performance. This systematic literature review applies the PICOC framework to 49 peer-reviewed articles (2017–2025) on learned index effectiveness versus traditional methods, using sy...

Manar Abdelhamid, D. Elzanfaly, K. Nagaty et al. · 0 citations

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