The role of ontologies in machine learning: a case study of gene ontology

Introduction. Ontologies as knowledgebases have been heavily applied in computational biological studies by implementing into ML models for purposes such as disease-gene associations identification. Method. We conduct a case study using gene ontology (GO) annotation data and three ML models to r...

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Bibliographic Details
Main Authors: Qiaoyi Liu, Jian Qin
Format: Article
Language:English
Published: University of Borås 2025-03-01
Series:Information Research: An International Electronic Journal
Subjects:
Online Access:https://publicera.kb.se/ir/article/view/47575
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