David Quesada

Piecewise forecasting of nonlinear time series with model tree dynamic Bayesian networks

2022 · International Journal of Intelligent Systems

When modelling multivariate continuous time series, a common issue is to find that the original processes that generated the data are nonlinear or that they drift away from the original distribution as the system evolves …