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Jian-Jia Chen

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#artificial intelligence Preprint Sep 2026

Diagnosing Temporal Misalignment in Multichannel Time-Series Classification with Minimum Description Length

Multichannel time-series classification commonly assumes synchronized sensor streams, although latency, clock drift, and preprocessing can introduce relative delays during data collection or after deployment. Existing synchronization solutions are often hardware-specific and difficult to apply retrospectively. Conseque...

Sebastian Buschjäger, Michael Frichert, Daniel Kuhse et al. · 0 citations

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