Authors: Amelio, Alessia
Janković, Radmila 
Draganov, Ivo
Ćosović, Marijana
Affiliations: Computer Science 
Mathematical Institute of the Serbian Academy of Sciences and Arts 
Title: Processing Magnetic Field Data From Tablet Computers Using Clustering Algorithms
Journal: ICIC Express Letters
Volume: 17
Issue: 7
First page: 753
Last page: 761
Issue Date: 2023
Rank: ~M24
ISSN: 1881-803X
DOI: 10.24507/icicel.17.07.753
The purpose of this paper is to extend our previous approach for detecting magnetic field ranges emitted by laptops to the tablet computers. Accordingly, we introduce a new analysis of the extremely low frequency magnetic field emitted by tablets using clustering algorithms. In particular, we compare partition-based, model-based, hierarchical , and density-based algorithms for clustering magnetic field values measured at the top and bottom positions of the tablet. The experiment is performed on 9 tablets of different manufacturers in their normal operating condition. Obtained results detected high ranges of magnetic field in some areas of the tablet surface. This is very important for both manufacturers and users for a safer conduct with tablet computers.
Keywords: Clustering | Magnetic field | Measurement | Tablet
Publisher: ICIC International

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