Time Series Clustering with General State Space Models via Stochastic Variational Inference

Ryoichi Ishizuka, Takashi Imai, Kaoru Kawamoto

In this paper, we propose a novel method of model-based time series clustering with mixtures of general state space models (MSSMs). Each component of MSSMs is associated with each…