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multichannel-time-series-classification

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papersTODAY 04:00 UTC

Paper applies minimum description length to temporal misalignment in multichannel time-series classification

A new arXiv preprint examines how unsynchronized sensor streams — caused by latency, clock drift, or preprocessing — degrade multichannel time-series classification. The authors propose using the minimum description length principle to diagnose and characterize these relative delays. The work targets a setting where most existing methods assume channels are already aligned.