Cross-validating models of continuous data from simulation and experiment by using linear regression and artificial neural networks

We are increasingly surrounded by sensors gathering massive amounts of data, and patterns in continuous variables are often discovered by using artificial neural networks (ANN), while linear regression (LR) is useful for detecting linear relationships. LR also provide preliminary estimates of potent...

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Bibliographic Details
Main Authors: Zohreh Zakeri, Neil Mansfield, Caroline Sunderland, Ahmet Omurtag
Format: Article
Language:English
Published: Elsevier 2020-01-01
Series:Informatics in Medicine Unlocked
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2352914820306079