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...

Full description

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

Internet

https://www.mdpi.com/1424-8220/22/7/2806

Similar Items