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

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References

2004Detecting Change in Data Streams809 cited
1993Nonparametric Methods in Change-Point Problems625 cited
2013Change-point detection in time-series data by relative density-ratio estimation448 cited
2005An online kernel change detection algorithm272 cited
2009Change-Point Detection in Time-Series Data by Direct Density-Ratio Estimation170 cited
1996The marginalized likelihood ratio test for detecting abrupt changes162 cited

Cited by

2022Online change-point detection with kernels25 cited
2016Sensor-Based Change Detection for Timely Solicitation of User Engagement13 cited
2019Unsupervised online change point detection in high-dimensional time series13 cited
2024A self-supervised contrastive change point detection method for industrial time series11 cited

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