Alaa Aldein M. S. Ibrahim

Machine Learning for Soft Sensing in Water Quality Monitoring: A Survey and Tutorial

Water quality monitoring is essential for environmental protection, public health, and sustainable water resource management. However, many important water quality parameters remain difficult or expensive to measure continuously using conventional sensing techniques. In recent years, Machine Learning (ML)-based soft se...