Applications of spatio-temporal data mining to north platter river reservoirs
Abhinaya Mohan, Peter Zsolt Revesz · 2014
We propose a spatio-temporal data mining method based on support vector machines regression and spatio-temporal feature reduction by principal component analysis. We apply the spatio-temporal data mining method to derive an automated controller for the reservoirs of the North Platte River. The automated controller opens and closes dams to efficiently and accurately control the reservoirs' water levels.