Feature Selection and Its Use in Big Data: Challenges, Methods, and Trends

Feature Selection and Its Use in Big Data: Challenges, Methods, and Trends

Feature selection has been an important research area in data mining, which chooses a subset of relevant features for use in the model building. This paper aims to provide an overview of feature selection methods for big data mining. First, it discusses the current challenges and difficulties faced...

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Bibliographic Details
Main Authors: Miao Rong, Dunwei Gong, Xiaozhi Gao
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Feature selection
big data
data mining
applications
Online Access:https://ieeexplore.ieee.org/document/8624280/

Internet

https://ieeexplore.ieee.org/document/8624280/

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