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Fuzzy c-shells for clustering of data's LQ45 in Indonesia based on earnings per share and price earning ratio

Journal of physics. Conference series, 2021-02, Vol.1776 (1), p.12054 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;2021. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1776/1/012054

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  • Title:
    Fuzzy c-shells for clustering of data's LQ45 in Indonesia based on earnings per share and price earning ratio
  • Author: Pratiwi, Nafisa Berliana Indah ; Saputro, D R S ; Widyaningsih, P
  • Subjects: Algorithms ; Clustering ; Earnings per share ; Finance ; Financing ; Physics ; Profitability ; Profits ; Stocks
  • Is Part Of: Journal of physics. Conference series, 2021-02, Vol.1776 (1), p.12054
  • Description: Stocks are financial assets which is procurement valuable document of an enterprise that exhibit the ownership. Bursa Efek Indonesia (BEI) has stock index mentioned as Liquid 45 (LQ45). LQ45 includes 45 enterprises with high fundamentals. Stock investors shall use the finance report as primary decision in stocks investment. Profitability ratios is finance ratio component to evaluate the sale, assets, and stocks value. Earnings Per Share (EPS) measures investor perspective in form of returns calculation that will be obtained in certain period. Price earning ratio (PER) describes amount have to be paid by the investor for the profit of the enterprise. Stocks clustering is a necessary decision to gain maximal profits. Stocks clustering determined by clustering algorithm and stocks budge unpredictably then solved by fuzzy concept. The clustering for LQ45 solved by fuzzy c-shells clustering (FCS). FCS clustering for LQ45 results three clusters. First cluster has 7 enterprises with radius of cluster is 1.77, second cluster has 27 enterprises with radius of cluster is 0.37, and the third cluster has 11 enterprises with radius of cluster is 1.55. Xie Beni validity index value 0.4269798. That most minimum Xie Beni value results optimum and valid clusters.
  • Publisher: Bristol: IOP Publishing
  • Language: English
  • Identifier: ISSN: 1742-6588
    EISSN: 1742-6596
    DOI: 10.1088/1742-6596/1776/1/012054
  • Source: IOP Publishing Free Content
    IOPscience (Open Access)
    GFMER Free Medical Journals
    ProQuest Central
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