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Bridging systems theory and data science: A unifying review of dynamic latent variable analytics and process monitoring

Qin, SJ; Dong, YN; Zhu, QQ; Wang, J; Liu, Q

Qin, SJ (corresponding author), City Univ Hong Kong, Ctr Syst Informat Engn, Sch Data Sci, 83 Tat Chee Ave, Hong Kong, Peoples R China.; Qin, SJ (corresponding author), City Univ Hong Kong, Ctr Syst Informat Engn, Hong Kong Inst Data Sci, 83 Tat Chee Ave, Hong Kong, Peoples R China.

ANNUAL REVIEWS IN CONTROL, 2020; 50 (): 29

Abstract

This paper is concerned with data science and analytics as applied to data from dynamic systems for the purpose of monitoring, prediction, and inferen......

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