Toward a standard formal semantic representation of the model card report

Toward a standard formal semantic representation of the model card report

Abstract Background Model card reports aim to provide informative and transparent description of machine learning models to stakeholders. This report document is of interest to the National Institutes of Health’s Bridge2AI initiative to address the FAIR challenges with artificial intelligence-based...

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Bibliographic Details
Main Authors: Muhammad Tuan Amith, Licong Cui, Degui Zhi, Kirk Roberts, Xiaoqian Jiang, Fang Li, Evan Yu, Cui Tao
Format: Article
Language:English
Published: BMC 2022-07-01
Series:BMC Bioinformatics
Subjects:
Knowledge representation
Ontology
Model cards
FAIR
Standardization
Semantic web
Online Access:https://doi.org/10.1186/s12859-022-04797-6

Internet

https://doi.org/10.1186/s12859-022-04797-6

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