Piecewise Linear Regression Based on Plane Clustering

Piecewise Linear Regression Based on Plane Clustering

Piecewise linear regressions have shown many successful applications in image denoising, signal process, and data mining fields. In essence, they attempt to seek multiple linear functions (piecewise/stepwise function) to fit the given scatter data points by various methodologies, typically point-cen...

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Bibliographic Details
Main Authors: Xubing Yang, Hongxin Yang, Fuquan Zhang, Li Zhang, Xijian Fan, Qiaolin Ye, Liyong Fu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Piecewise linear regression
minimum square error
optimization
closed-form solution
Online Access:https://ieeexplore.ieee.org/document/8657940/

Internet

https://ieeexplore.ieee.org/document/8657940/

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