Dirty Data Processing for Machine Learning [electronic resource] by Zhixin Qi, Hongzhi Wang, Zejiao Dong.

In both the database and machine learning communities, data quality has become a serious issue which cannot be ignored. In this context, we refer to data with quality problems as “dirty data.” Clearly, for a given data mining or machine learning task, dirty data in both training and test datasets ca...

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Bibliographic Details
Online Access: Online Access (A-Z Journals and Newspapers)
Main Authors: Qi, Zhixin (Author), Wang, Hongzhi (Author), Dong, Zejiao (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:English
Published: Singapore : Springer Nature Singapore : Imprint: Springer, 2024.
Edition:1st ed. 2024.
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