Time Series Forecasting Using Manifold Learning

Panagiotis Papaioannou, Ronen Talmon, Ioannis Kevrekidis +1

We address a three-tier numerical framework based on manifold learning for the forecasting of high-dimensional time series. At the first step, we embed the time series into a reduc…