An Efficient Data Analysis Method for Big Data using Multiple-Model Linear Regression

This paper introduces a new data analysis method for big data using a newly defined regression model named multiple model linear regression(MMLR), which separates input datasets into subsets and construct local linear regression models of them. The proposed data analysis method is shown to be more e...

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Bibliographische Detailangaben

Hauptverfasser:	Lyu, Bohan, Li, Jianzhong
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Databases Computer Science - Learning
Online-Zugang:	Volltext bestellen
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