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Analysis of Labour Resources of Enterprises by Self-Organizing Maps of Features

Received: 14 June 2015    Accepted: 28 July 2015    Published: 1 August 2015
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Abstract

In the article possibility of application of maps of Kohonen is examined for the analysis of professional development of machine-operators of machine-building enterprises. It will allow to perfect the traditional going near the estimation of qualification of workers, and also to promote the motivational effect of evaluation procedures

Published in American Journal of Neural Networks and Applications (Volume 1, Issue 2)
DOI 10.11648/j.ajnna.20150102.11
Page(s) 33-38
Creative Commons

This is an Open Access article, distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution and reproduction in any medium or format, provided the original work is properly cited.

Copyright

Copyright © The Author(s), 2024. Published by Science Publishing Group

Keywords

Neuron, Professional Development, Cluster, Neural Network, Self-Organizing Maps

References
[1] Es'kov A.L. Menedzhment motivacii truda stanochnika: monografiya / A.L. Es'kov, V.I. Kulijchuk; NAN Ukrainy. In-t ehkonomiki prom-sti. – Doneck: [b. i.], 2003. – 158 s.
[2] Sukov G. S. Upravlenie razvitiem personala na mashinostroitel'nom zavode. Teoriya i praktika: monografiya / G. S. Sukov, I. YA. Tupik; pod red. V. M. Danyuka. – K.: KNEU, 2008. – 232 s.
[3] Es'kov A L. Motivacionnyj mekhanizm v sisteme proizvodstvennogo menedzhmenta: problemy i resheniya: [monografiya] / A. L. Es'kov; NAN Ukrainy. In-t ehkonomiki prom-sti. – Doneck:[b. i.], 2005. – 390 s.
[4] Es'kov A. L. Planirovanie kar'ery stanochnika / A. L. Es'kov, T. P. Gitis // Vіsnik Hmel'nic'kogo nacіonal'nogo unіversitetu. – 2010. – T.1. – №2. – S. 190-194
[5] Gitis T. P. Issledovanie professional'nogo razvitiya stanochnikov predpriyatiya sredstvami iskusstvennogo intellekta / T. P. Gitis // Vіsnik Donbas'koї derzhavnoї mashinobudіvnoї akademії. – 2010. – № 1 (6E). – S. 267-273.
[6] Es'kov A. L. Sovershenstvovanie procedury ocenki professionalizma rabotnikov predpriyatiya / A.L. Es'kov, T. P. Gitis // EkonomіchnijvіsnikDonbasu. – 2012. - №1 (27). – S. 193-197.
[7] Gitis T. P. Analiz urovnya professional'nogo razvitiya stanochnikov s ispol'zovaniem kart Kohonena / T. P. Gitis // Sbornik trudov Mezhdunarodnoj nauchnoj konferencii «Nejrosetevye tekhnologii i ih primenenie». – Kramatorsk: DGMA. – 2012. – S. 34-38.
[8] Es'kov A. L. Upravlenie professional'nym razvitiem personala predpriyatiya na osnove ego ocenki / A. L. Es'kov, T. P. Gitis // Ekonomіka ta pravo. – 2013. - №2(36). – S.87-92
[9] Gitis T. P. Formirovanie sistemy urovnej professional'nogo razvitiya stanochnikov mashinostroitel'nogo predpriyatiya / T. P. Gitis // Strategiya kachestva v promyshlennosti i obrazovanii. Materialy VII Mezhdunarodnojkonferencii, 2011 g. – Tom 2. – Varna, Bolgariya, 2011. – S. 45-47. (VII International conference “Strategy of quality in industry and education”, June 3-10 2011. – Volume 2. – Varna, Bulgaria).
[10] Gitis T. P. Intellektual'nye metody upravleniya personalom predpriyatiya: monografiya / T. P. Gitis, V. B. Gitis. - Kramatorsk, DGMA, 2014. – 140 s.
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  • APA Style

    Veniamin B. Gitis, Tatyana P. Gitis. (2015). Analysis of Labour Resources of Enterprises by Self-Organizing Maps of Features. American Journal of Neural Networks and Applications, 1(2), 33-38. https://doi.org/10.11648/j.ajnna.20150102.11

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    ACS Style

    Veniamin B. Gitis; Tatyana P. Gitis. Analysis of Labour Resources of Enterprises by Self-Organizing Maps of Features. Am. J. Neural Netw. Appl. 2015, 1(2), 33-38. doi: 10.11648/j.ajnna.20150102.11

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    AMA Style

    Veniamin B. Gitis, Tatyana P. Gitis. Analysis of Labour Resources of Enterprises by Self-Organizing Maps of Features. Am J Neural Netw Appl. 2015;1(2):33-38. doi: 10.11648/j.ajnna.20150102.11

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  • @article{10.11648/j.ajnna.20150102.11,
      author = {Veniamin B. Gitis and Tatyana P. Gitis},
      title = {Analysis of Labour Resources of Enterprises by Self-Organizing Maps of Features},
      journal = {American Journal of Neural Networks and Applications},
      volume = {1},
      number = {2},
      pages = {33-38},
      doi = {10.11648/j.ajnna.20150102.11},
      url = {https://doi.org/10.11648/j.ajnna.20150102.11},
      eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.ajnna.20150102.11},
      abstract = {In the article possibility of application of maps of Kohonen is examined for the analysis of professional development of machine-operators of machine-building enterprises. It will allow to perfect the traditional going near the estimation of qualification of workers, and also to promote the motivational effect of evaluation procedures},
     year = {2015}
    }
    

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Author Information
  • Intelligent Decision Support Systems Department, Faculty of Machine Automation and Information Technology, Donbass State Engineering Academy, Kramatorsk, Ukraine

  • Intelligent Decision Support Systems Department, Faculty of Machine Automation and Information Technology, Donbass State Engineering Academy, Kramatorsk, Ukraine

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