VISTA-SSM: Varying and Irregular Sampling Time-series Analysis via State Space Models

Benjamin Brindle, Thomas Derrick Hull, Matteo Malgaroli +1

We introduce VISTA, a clustering approach for multivariate and irregularly sampled time series based on a parametric state space mixture model. VISTA is specifically designed for t…