Showing 2025Show all
3 papers · 1 filter
q-bio.OT2025
Prediction of Retention Time in Larger Antisense Oligonucleotide Datasets using Machine Learning
Manal Rahal, Bestoun S. Ahmed, Christoph A. Bauer +2
Antisense oligonucleotides (ASOs) are nucleic acid molecules with transformative therapeutic potential, especially for diseases that are untreatable by traditional drugs. However,…
cs.LG2025
Data-Driven Heat Pump Management: Combining Machine Learning with Anomaly Detection for Residential Hot Water Systems
Manal Rahal, Bestoun S. Ahmed, Roger Renstrom +2
Heat pumps (HPs) have emerged as a cost-effective and clean technology for sustainable energy systems, but their efficiency in producing hot water remains restricted by conventiona…
cs.LG2025
Enhancing Machine Learning Performance through Intelligent Data Quality Assessment: An Unsupervised Data-centric Framework
Manal Rahal, Bestoun S. Ahmed, Gergely Szabados +2
Poor data quality limits the advantageous power of Machine Learning (ML) and weakens high-performing ML software systems. Nowadays, data are more prone to the risk of poor quality…