Mining Conditional Functional Dependency Rules on Big Data

Current Conditional Functional Dependency (CFD) discovery algorithms always need a well-prepared training dataset. This condition makes them difficult to apply on large and low-quality datasets. To handle the volume issue of big data, we develop the sampling algorithms to obtain a small representati...

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Bibliographic Details
Main Authors: Mingda Li, Hongzhi Wang, Jianzhong Li
Format: Article
Language:English
Published: Tsinghua University Press 2020-03-01
Series:Big Data Mining and Analytics
Subjects:
Online Access:https://www.sciopen.com/article/10.26599/BDMA.2019.9020019
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