Kernel-based Cumulative Sum (KCUSUM) Algorithm for Real-time Adaptive Sampling Change Point Detection

The Kernel-based Cumulative Sum (KCUSUM) algorithm is a non-parametric extension of the traditional Cumulative Sum (CUSUM) method, which can effectively detect changes in real-time data streams without requiring prior knowledge of the underlying data distribution.