Spatio-temporal mixture process estimation to detect dynamical changes in population

作者：

Highlights：

• Spatio-temporal process to monitor population dynamics

• Markovian modeling of mixture models

• New EM algorithms for model selection and accurate estimation

摘要

•Spatio-temporal process to monitor population dynamics•Markovian modeling of mixture models•New EM algorithms for model selection and accurate estimation

论文关键词：Gaussian Mixture Model,EM algorithms,Spatio-temporal data

论文评审过程：Received 18 February 2021, Revised 31 December 2021, Accepted 16 February 2022, Available online 23 February 2022, Version of Record 8 March 2022.

论文官网地址：https://doi.org/10.1016/j.artmed.2022.102258