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Information: Α physical reality or a humanly tool? From the model order to the appropriate number of clusters

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University of West Attica   

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Journal of Integrated Information Management  | ΕΚΤ eJournals   

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Information: Α physical reality or a humanly tool? From the model order to the appropriate number of clusters (EN)
Dendrinos, Markos
info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Peer-reviewed Article (EN)
2024-12-23
This paper is a presentation of two important types of information regarding natural signals and groups of relative things. The measure of the first information type is the order of the system that produces the signal, while the second one is the appropriate number of distinct clusters for the most effective classification of a certain group into narrower and more representative subgroups. Firstly a review is given concerning the two approaches, and then a certain method is proposed for the identification of the correct number of clusters to be used in K-Means clustering process. The two information measures, model order and number of clusters, can be considered as two equivalent views of an inherent natural element, an objective order behind any physical system. (EN)
model order (EN)
K-means (EN)
information (EN)
clustering (EN)
English
Τμήμα Αρχειονομίας, Βιβλιοθηκονομίας & Συστημάτων Πληροφόρησης, Σχολή Διοικητικών, Οικονομικών & Κοινωνικών Επιστημών, Πανεπιστήμιο Δυτικής Αττικής (EN)
2623-4629
Journal of Integrated Information Management; Vol. 9 No. 2 (2024): Jul-Dec 2024; 7-13 (EN)
https://creativecommons.org/licenses/by-nc/4.0
Copyright (c) 2024 Markos Dendrinos (EN)
University of West Attica
Journal of Integrated Information Management
Research Articles



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