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1 result for “KCUSUM”

An Evaluation of Real-time Adaptive Sampling Change Point Detection Algorithm using KCUSUMcs.LG

KCUSUM detects abrupt changes in real-time data streams efficiently.

problem Detecting abrupt changes in high-volume scientific data streams.

method Kernel-based Cumulative Sum (KCUSUM) algorithm using Maximum Mean Discrepancy (MMD).

result KCUSUM outperforms traditional CUSUM in online change point detection.

real-time data change point detection KCUSUM MMD protein folding

2024-02-15abs ↗pdf ↗