Proactive selection of machine learning models for small sample sizes in cerebral stroke detection based on PAC-learning theory-Reference-Cited by-同舟云学术

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Proactive selection of machine learning models for small sample sizes in cerebral stroke detection based on PAC-learning theory

Published:2023 Issue: Volume:229 Page:80-90
ISSN:1877-0509
Container-title:Procedia Computer Science
language:en
Short-container-title:Procedia Computer Science

Author:

Shovkoplias Grigory,Vatian Aleksandra,Gusarova Natalia,Tomilov Ivan,Lipina Olga,Bobrova Maria

Publisher

Elsevier BV

Subject

General Engineering

Reference48 articles.

1. “European Commission. Proposal for an Artificial Intelligence Act” 2021/0106(COD)’, (2021).

2. “Artificial intelligence systems. Methods for ensuring trust. General”. ГОСТ Р 59276-2020. 2021-03-01

3. Trustworthy AI: From Principles to Practices;Li;arXiv:2110.01167v1,2021

4. Explainable AI: A Review of Machine Learning Interpretability Methods;Linardatos;Entropy,2021

5. Unravelling Small Sample Size Problems in the Deep Learning World;Keshari;arXiv: 2008.03522v1,2020

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