Open Access. Powered by Scholars. Published by Universities.®
Articles 1 - 1 of 1
Full-Text Articles in Engineering
Using Relevance Vector Machines Approach For Prediction Of Total Suspended Solids And Turbidity To Sustain Water Quality And Wildlife In Mud Lake, Hussein Aly Batt
Using Relevance Vector Machines Approach For Prediction Of Total Suspended Solids And Turbidity To Sustain Water Quality And Wildlife In Mud Lake, Hussein Aly Batt
All Graduate Theses and Dissertations, Spring 1920 to Summer 2023
The main objective of the research is the development of Multivariate Relevant Vector Machine (MVRVM) to predict suspended fine sediment, water quality constituents, and provide an understanding for the practical problem of determining the amount of data required for the MVRVM. MVRVM is a statistical learning algorithm that is based on Bayes theory. It has been widely used to predict patterns in hydrological systems and other fields. This research represents the first known attempt to use a MVRVM approach to predict transport of very fine sediment and water quality constituents in a complex natural system.
The results demonstrate the ability …