Detecting Trivariate Associations in High-Dimensional Datasets

Detecting Trivariate Associations in High-Dimensional Datasets

Detecting correlations in high-dimensional datasets plays an important role in data mining and knowledge discovery. While recent works achieve promising results, detecting multivariable correlations especially trivariate associations still remains a challenge. For example, maximal information coeffi...

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Bibliographic Details
Main Authors:	Chuanlu Liu, Shuliang Wang, Hanning Yuan, Yingxu Dang, Xiaojia Liu
Format:	Article
Language:	English
Published:	MDPI AG 2022-04-01
Series:	Sensors
Subjects:	quadratic optimized trivariate information coefficient (QOTIC) trivariate associations maximal information coefficient (MIC) correlation large data
Online Access:	https://www.mdpi.com/1424-8220/22/7/2806

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