Prediction of Ecological Function in the Microbiome Using Machine Learning on the Graph Spectra of Coevolving Subnetworks
<p> <b>Chapter 1.</b> We propose a method for predicting the ecological function of host-associated microbes using neural networks trained on a feature space of labeled ecological interactions from the literature. The feature space is constructed over the Laplacian spectral density...
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| Language: | EN |
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University of California, Davis
2018
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| Online Access: | http://pqdtopen.proquest.com/#viewpdf?dispub=10686826 |