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A Novel Method for Fast Change-Point Detection on Simulated Time Series and Electrocardiogram Data

Although Kolmogorov-Smirnov (KS) statistic is a widely used method, some weaknesses exist in investigating abrupt Change Point (CP) problems, e.g. it is time-consuming and invalid sometimes. To detect abrupt change from time series fast, a novel method is proposed based on Haar Wavelet (HW) and KS s...

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Detalles Bibliográficos
Autores principales: Qi, Jin-Peng, Zhang, Qing, Zhu, Ying, Qi, Jie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3972110/
https://www.ncbi.nlm.nih.gov/pubmed/24690633
http://dx.doi.org/10.1371/journal.pone.0093365