An Approach for Predicting Protein-Protein Interactions using Supervised Autoencoders

Identifying protein-protein interactions (PPIs) represents a challenging research problem in computational biology. Even though machine learning methods have significantly advanced the research in this field, current approaches struggle to accurately predict interactions for previously unseen protei...

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Vydané v:	Procedia computer science Ročník 207; s. 2023 - 2032
Hlavný autor:	Albu, Alexandra-Ioana
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 2022
Predmet:	68T05 denoising autoencoders 2000 MSC: 92D20 protein-protein interaction prediction supervised autoencoders 68T05 protein-protein interaction prediction supervised autoencoders denoising autoencoders 2000 MSC: 92D20
ISSN:	1877-0509, 1877-0509
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