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YongGong Ren

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#diffusion models Open access Oct 2026

StableAD-TS: A Hybrid Computational Intelligence Framework for Mining Latent Semantic Correlations of Normal Patterns in Multivariate Time Series

Abstract Reliable condition monitoring in cyber-physical systems requires computational intelligence models that recover normal operating semantics from multivariate measurements that are noisy, non-stationary, and semantically sparse. This paper studies the mining of latent semantic correlations among variables from p...

Jing Zhang, Tong Zhang, Xinquan Ma et al. · 0 citations

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