Uniform Partitioning of Data Grid for Association Detection

Inferring appropriate information from large datasets has become important. In particular, identifying relationships among variables in these datasets has far-reaching impacts. In this article, we introduce the uniform information coefficient (UIC), which measures the amount of dependence between tw...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 44(2022), 2 vom: 07. Feb., Seite 1098-1107
Auteur principal: Mousavi, Ali (Auteur)
Autres auteurs: Baraniuk, Richard G
Format: Article en ligne
Langue:English
Publié: 2022
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, Non-P.H.S.