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20222025
most citedDA-LSTM: A Dynamic Drift-Adaptive Learning Framework for Interval Load Forecasting with LSTM Networks

4 citations · 9 across the 9 of their papers we have counts for

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cs.LG2025

End-to-End Data Quality-Driven Framework for Machine Learning in Production Environment

Firas Bayram, Bestoun S. Ahmed, Erik Hallin

This paper introduces a novel end-to-end framework that efficiently integrates data quality assessment with machine learning (ML) model operations in real-time production environme…

cs.SE2025

Quality Assurance for LLM-RAG Systems: Empirical Insights from Tourism Application Testing

Bestoun S. Ahmed, Ludwig Otto Baader, Firas Bayram +2

This paper presents a comprehensive framework for testing and evaluating quality characteristics of Large Language Model (LLM) systems enhanced with Retrieval-Augmented Generation…