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Estimating the Likelihood of Financial Behaviours Using Nearest Neighbors

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Bibliographic Details
Main Authors: Tiago, Mendes-Neves, Diogo, Seca, Ricardo, Sousa
Format: Book
Language:English
Published: Springer 2023
Subjects:
IT systems of the banking sector
Financial Behaviours Using Nearest Neighbors
Online Access:https://link.springer.com/article/10.1007/s10614-023-10370-x
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7799
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spelling oai:localhost:PNK-77992023-04-12T02:30:07Z Estimating the Likelihood of Financial Behaviours Using Nearest Neighbors Tiago, Mendes-Neves Diogo, Seca Ricardo, Sousa IT systems of the banking sector Financial Behaviours Using Nearest Neighbors CC BY As many automated algorithms find their way into the IT systems of the banking sector, having a way to validate and interpret the results from these algorithms can lead to a substantial reduction in the risks associated with automation. Usually, validating these pricing mechanisms requires human resources to manually analyze and validate large quantities of data. There is a lack of effective methods that analyze the time series and understand if what is currently happening is plausible based on previous data, without information about the variables used to calculate the price of the asset. This paper describes an implementation of a process that allows us to validate many data points automatically. 2023-04-12T02:30:07Z 2023-04-12T02:30:07Z 2023 Book https://link.springer.com/article/10.1007/s10614-023-10370-x https://dlib.phenikaa-uni.edu.vn/handle/PNK/7799 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic IT systems of the banking sector
Financial Behaviours Using Nearest Neighbors
spellingShingle IT systems of the banking sector
Financial Behaviours Using Nearest Neighbors
Tiago, Mendes-Neves
Diogo, Seca
Ricardo, Sousa
Estimating the Likelihood of Financial Behaviours Using Nearest Neighbors
description CC BY
format Book
author Tiago, Mendes-Neves
Diogo, Seca
Ricardo, Sousa
author_facet Tiago, Mendes-Neves
Diogo, Seca
Ricardo, Sousa
author_sort Tiago, Mendes-Neves
title Estimating the Likelihood of Financial Behaviours Using Nearest Neighbors
title_short Estimating the Likelihood of Financial Behaviours Using Nearest Neighbors
title_full Estimating the Likelihood of Financial Behaviours Using Nearest Neighbors
title_fullStr Estimating the Likelihood of Financial Behaviours Using Nearest Neighbors
title_full_unstemmed Estimating the Likelihood of Financial Behaviours Using Nearest Neighbors
title_sort estimating the likelihood of financial behaviours using nearest neighbors
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s10614-023-10370-x
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7799
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score 8.891145

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