Prediction of potential occurrence of historical objects with defensive function in Slovakia using machine learning approach

Prediction of potential occurrence of historical objects with defensive function in Slovakia using machine learning approach

Abstract In this article, we aim at the prediction of possible locations of already defunct historical objects with a defensive function (HODFs) in Slovakia, which have not been found and documented so far, using three machine learning methods. Specifically, we used the support vector machine, k-nea...

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Bibliographic Details
Main Authors: Jana Vojteková, Saeid Janizadeh, Matej Vojtek, Anna Tirpáková, Matej Ruttkay, František Petrovič
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:Scientific Reports
Subjects:
Historical object with defensive function
Machine learning
Prediction
Slovakia
Online Access:https://doi.org/10.1038/s41598-024-82290-1
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https://doi.org/10.1038/s41598-024-82290-1

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