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An online kernel change detection algorithm

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References

1994Detection of abrupt changes. Theory and application289 cited

Cited by

2011Sequential change‐point detection based on direct density‐ratio estimation192 cited
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2005Journal De La Société Française De Statistique142 cited
2021Sequential (Quickest) Change Detection: Classical Results and New Directions137 cited
2008Kernel Change-point Analysis132 cited
2018Real-Time Change Point Detection with Application to Smart Home Time Series Data124 cited
2007Retrospective Mutiple Change-Point Estimation with Kernels70 cited
2011Homogeneity and change-point detection tests for multivariate data using rank statistics66 cited
2015M -statistic for kernel change-point detection60 cited
2018Detecting pattern changes in individual travel behavior: A Bayesian approach56 cited
2018Asymptotic distribution-free change-point detection for multivariate and non-Euclidean data53 cited
2022Real-time Change-Point Detection: A deep neural network-based adaptive approach for detecting changes in multivariate time series data51 cited

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2013

Change-point detection with feature selection in high-dimensional time-series data

51 cited

2019ScanB-statistic for kernel change-point detection36 cited

2017Online Change-Point Detection in Sparse Time Series With Application to Online Advertising29 cited