High-Performance Machine Learning for Large-Scale Data Classification considering Class Imbalance

Currently, data classification is one of the most important ways to analysis data. However, along with the development of data collection, transmission, and storage technologies, the scale of the data has been sharply increased. Additionally, due to multiple classes and imbalanced data distribution...

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Bibliographic Details
Main Authors: Yang Liu, Xiang Li, Xianbang Chen, Xi Wang, Huaqiang Li
Format: Article
Language:English
Published: Hindawi Limited 2020-01-01
Series:Scientific Programming
Online Access:http://dx.doi.org/10.1155/2020/1953461