13 citations · 22 across the 9 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2020★ 2 cited
Estimation of Switched Markov Polynomial NARX models
Alessandro Brusaferri, Matteo Matteucci, Stefano Spinelli
This work targets the identification of a class of models for hybrid dynamical systems characterized by nonlinear autoregressive exogenous (NARX) components, with finite-dimensiona…
cs.LG2020
Identification of Probability weighted ARX models with arbitrary domains
Alessandro Brusaferri, Matteo Matteucci, Stefano Spinelli
Hybrid system identification is a key tool to achieve reliable models of Cyber-Physical Systems from data. PieceWise Affine models guarantees universal approximation, local lineari…