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...