Gene function finding through cross-organism ensemble learning

Gene function finding through cross-organism ensemble learning

Abstract Background Structured biological information about genes and proteins is a valuable resource to improve discovery and understanding of complex biological processes via machine learning algorithms. Gene Ontology (GO) controlled annotations describe, in a structured form, features and functio...

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Bibliographic Details
Main Authors: Gianluca Moro, Marco Masseroli
Format: Article
Language:English
Published: BMC 2021-02-01
Series:BioData Mining
Subjects:
Biomolecular annotation prediction
Knowledge discovery
Ensemble learning
Transfer learning
Data representation
Gene ontology
Online Access:https://doi.org/10.1186/s13040-021-00239-w

Internet

https://doi.org/10.1186/s13040-021-00239-w

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