A Comparative Study of Machine Learning Regression Models with and Without Dimensionality Reduction for Predicting Throughput in 5G Networks.

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Title: A Comparative Study of Machine Learning Regression Models with and Without Dimensionality Reduction for Predicting Throughput in 5G Networks.
Authors: Yağcıoğlu, Mert1, mertyagcioglu@arel.edu.tr
Source: Wireless Personal Communications; Jul2025, Vol. 143 Issue 1/2, p129-155, 27p
Database: Applied Science & Technology Source
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DbLabel: Applied Science & Technology Source
An: 188798313
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PubType: Academic Journal
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  Data: A Comparative Study of Machine Learning Regression Models with and Without Dimensionality Reduction for Predicting Throughput in 5G Networks.
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  Data: <searchLink fieldCode="JN" term="%22Wireless+Personal+Communications%22">Wireless Personal Communications</searchLink>; Jul2025, Vol. 143 Issue 1/2, p129-155, 27p
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        Value: 10.1007/s11277-025-11823-2
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      – Code: eng
        Text: English
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        PageCount: 27
        StartPage: 129
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      – TitleFull: A Comparative Study of Machine Learning Regression Models with and Without Dimensionality Reduction for Predicting Throughput in 5G Networks.
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          Dates:
            – D: 01
              M: 07
              Text: Jul2025
              Type: published
              Y: 2025
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              Value: 143
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