Machine Learning Data Suitability and Performance Testing Using Fault Injection Testing Framework. - Manal Rahal; Bestoun S. Ahmed; Jorgen Samuelsson (ECBS, 2023)

Enhancing Machine Learning Performance through Intelligent Data Quality Assessment: An Unsupervised Data-centric Framework. - Manal Rahal; Bestoun S. Ahmed; Gergely Szabados; Torgny Fornstedt; Jorgen Samuelsson (CoRR, 2025)

Data-driven heat pump management: combining machine learning with anomaly detection for residential hot water systems. - Manal Rahal; Bestoun S. Ahmed; Roger Renstrom; Robert Stener; Albrecht Wurtz (Neural Comput. Appl., 2025)