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Description
  • Příspěvek se zabývá modelováním klasifikátorů založených na bázi fuzzy inferenčních systémů a rough množin. Daný systém vyjadřující míru vnitřní migrace obyvatelstva pracuje s vybranými ekonomickými daty a demografickými indikátory. Ve fázi jejich předzpracování je využito zvolených diskretizačních technik. Fáze tvorby modelu se mimo jiné zabývá návrhem tvarů funkcí příslušnosti a definici báze pravidel. (cs)
  • A modelling of classifiers based on fuzzy inference systems and rough sets for a model of an economic and social system is presented in this paper. This system has represented an internal human population migration model by an application of selected socioeconomic data. Economic and demographic indicators that affect size of migration for districts in the Czech Republic are defined. In data pre-processing we focused on different processing of data inputs. It means for all indicators we used selected data discretization techniques. In models creation phase we deal with a new design of membership function shapes and rule base definition.
  • A modelling of classifiers based on fuzzy inference systems and rough sets for a model of an economic and social system is presented in this paper. This system has represented an internal human population migration model by an application of selected socioeconomic data. Economic and demographic indicators that affect size of migration for districts in the Czech Republic are defined. In data pre-processing we focused on different processing of data inputs. It means for all indicators we used selected data discretization techniques. In models creation phase we deal with a new design of membership function shapes and rule base definition. (en)
Title
  • Hybrid Approach For Modelling of Internal Human Population Migration Classifiers
  • Hybrid Approach For Modelling of Internal Human Population Migration Classifiers (en)
  • Hybridní přístup k modelování klasifikátoru vnitřní migrace obyvatelstva (cs)
skos:prefLabel
  • Hybrid Approach For Modelling of Internal Human Population Migration Classifiers
  • Hybrid Approach For Modelling of Internal Human Population Migration Classifiers (en)
  • Hybridní přístup k modelování klasifikátoru vnitřní migrace obyvatelstva (cs)
skos:notation
  • RIV/00216275:25410/08:00007269!RIV09-GA0-25410___
http://linked.open...avai/riv/aktivita
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  • P(GA402/08/0849)
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  • 370936
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  • RIV/00216275:25410/08:00007269
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  • Internal human migration; data pre-processing; fuzzy inference system; rough sets theory (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [B2C5912D9DB8]
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  • Palma de Malorca, Spain
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  • Calgary
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  • Proceedings of the Twelfth IASTED International Conference on Artificial Intelligence & Soft Computing
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  • Jirava, Pavel
  • Kašparová, Miloslava
  • Křupka, Jiří
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http://linked.open.../riv/zahajeniAkce
number of pages
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  • ACTA Press
https://schema.org/isbn
  • 978-0-88986-756-7
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  • 25410
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