Recognition of cancer mediating genes using MLP-SDAE model

Recognition of cancer mediating genes using MLP-SDAE model

This article introduces a predictive deep learning model called MLP-SDAE, which combines Multilayer Perceptron (MLP) and Stacked Denoising Auto-encoder (SDAE) techniques. Our model, MLP-SDAE is trained using Stacked Denoising Auto-Encoder for feature selection, and backpropagation is employed within...

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Bibliographic Details
Main Authors: Sougata Sheet, Ranjan Ghosh, Anupam Ghosh
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Systems and Soft Computing
Subjects:
Stacked denoising auto-encoder
Deep learning
MLP
p-value
t-test
Online Access:http://www.sciencedirect.com/science/article/pii/S2772941924000085
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