title: Forecasting high road embankment settlements based on machine learning and geodetic measurement data
abstract: The paper describes the research on forecasting of road base settlements on high embankments by means of geodetic observations, and also considers the question of geodetic data representation in the form of a mathematical model which takes into account the laws of settlements development and also allows to reveal upward or downward trends of the observed deformations. The relevance and novelty of the research is that there are no requirements for making forecast models by the geodetic observatio
journal: Vestnik SSUGT (Siberian State University of Geosystems and Technologies)