The Regression Learning of the Imbalanced and Big Data by the Online Mixture Model for the Mach Number Forecasting

The Regression Learning of the Imbalanced and Big Data by the Online Mixture Model for the Mach Number Forecasting

Extracting valuable information to enhance the performance of forecasting models from the imbalanced and big data requires the scalable implementation of advanced statistical learning methods. This paper proposes the online mixture model (OMM) and applies it to the Mach number forecasting. Treating...

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Bibliographic Details
Main Authors: Xiao-Jun Wang, Yan Liu, Ping Yuan, Chang-Jun Zhou, Lin Zhang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Big data
imbalanced data
mixture model
ensemble
online
regression
Online Access:https://ieeexplore.ieee.org/document/8576504/

Internet

https://ieeexplore.ieee.org/document/8576504/

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