Network Maximal Correlation

Identifying nonlinear relationships in large datasets is a daunting task particularly when the form of the nonlinearity is unknown. Here, we introduce Network Maximal Correlation (NMC) as a fundamental measure to capture nonlinear associations in networks without the knowledge of underlying nonlinea...

Full description

Bibliographic Details
Main Authors: Feizi, Soheil, Makhdoumi, Ali, Duffy, Ken, Kellis, Manolis, Medard, Muriel
Other Authors: Manolis Kellis
Published: 2015
Online Access:http://hdl.handle.net/1721.1/98878