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Published in: Automatic Control and Computer Sciences 8/2022

01-12-2022

Trust Evaluation Problems in Big Data Analytics

Authors: A. A. Grusho, N. A. Grusho, M. I. Zabezhailo, E. E. Timonina

Published in: Automatic Control and Computer Sciences | Issue 8/2022

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Abstract

This paper considers the problem of trust evaluation in complex computer-aided data analysis. We use a well-known approach that consists of constructing empirical regularities based on measures of use case similarity in the training sample. Trust is approximated by modeling training data with the use of a random sample from an unknown distribution. This approach implements approximate causal analysis and has advantages and disadvantages.
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Metadata
Title
Trust Evaluation Problems in Big Data Analytics
Authors
A. A. Grusho
N. A. Grusho
M. I. Zabezhailo
E. E. Timonina
Publication date
01-12-2022
Publisher
Pleiades Publishing
Published in
Automatic Control and Computer Sciences / Issue 8/2022
Print ISSN: 0146-4116
Electronic ISSN: 1558-108X
DOI
https://doi.org/10.3103/S0146411622080077

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