Application of an ontology for model cards to generate computable artifacts for linking machine learning information from biomedical research

Model card reports provide a transparent description of machine learning models which includes information about their evaluation, limitations, intended use, etc. Federal health agencies have expressed an interest in model cards report for research studies using machine-learning based AI. Previously...

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Vydané v:	Proceedings of the ... International World-Wide Web Conference. International WWW Conference Ročník 2023; číslo Companion; s. 820
Hlavní autori:	Amith, Muhammad Tuan, Cui, Licong, Roberts, Kirk, Tao, Cui
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Netherlands 01.04.2023
Predmet:	description logic FAIR document engineering inference semantic web model card reports transparency machine learning artificial intelligence ontology
On-line prístup:	Zistit podrobnosti o prístupe
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