A Matrix Iteration Algorithm With Pruning for Pinpointing Multivariate Correlations From High Dimensional Data Sets

A Matrix Iteration Algorithm With Pruning for Pinpointing Multivariate Correlations From High Dimensional Data Sets

There are a few dependent multivariate relationships among high dimensional data sets. Then how to identify these dependent variables from high dimensional data sets is an important issue for data analysis. Now, the most frequently used method is the enumeration method, that is all multivariate rela...

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Bibliographic Details
Main Authors: Fubo Shao, Zhiqiang Hou, Limin Jia, Zhe Zhang
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Correlation
high dimensions
maximal information coefficient
pruning algorithm
Online Access:https://ieeexplore.ieee.org/document/9300253/

Internet

https://ieeexplore.ieee.org/document/9300253/

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