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...
Main Authors: | , , , , |
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Other Authors: | |
Published: |
2015
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Online Access: | http://hdl.handle.net/1721.1/98878 |