Identification of Cancer Mediating Biomarkers using Stacked Denoising Autoencoder Model - An Application on Human Lung Data

In this work, we form stacked denoising auto encoder model which is recognized few feasible genes mediating human lung adenocarcinoma. At first we have trained the data for feature selection by using Stacked Denoising Auto-encoder (SDAE) and for backpropagation we have used Multilayer Perceptron (ML...

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Vydané v:	Procedia computer science Ročník 167; s. 686 - 695
Hlavní autori:	Sheet, Sougata, Ghosh, Anupam, Ghosh, Ranjan, Chakrabarti, Amlan
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 2020
Predmet:	Auto-encoder Deep neural network Gene expression Multilayer perceptron p-value t-test Multilayer perceptron t-test Deep neural network Auto-encoder p-value Gene expression
ISSN:	1877-0509, 1877-0509
On-line prístup:	Získať plný text
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