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Archetypal analysis: Contributions for estimating boundary cases in multivariete accommodation problem

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اقرأ أكثر حفظ في قائمتي
  • معلومة اضافية
    • Contributors:
      Universitat Politècnica de València. Instituto Universitario Mixto de Biomecánica de Valencia - Institut Universitari Mixt de Biomecànica de València; Ministerio de Ciencia e Innovación; Generalitat Valenciana; Fundación Bancaja; Universitat Jaume I
    • بيانات النشر:
      Elsevier
    • الموضوع:
      2013
    • Collection:
      Universitat Politécnica de Valencia: RiuNet / Politechnical University of Valencia
    • نبذة مختصرة :
      [EN] The use of archetypal analysis is proposed in order to determine a set of representative cases that entail a certain percentage of the population, in the accommodation problem. A well-known anthropometric database has been used in order to compare our methodology with the common used PCA-approach, showing the advantages of our methodology: the level of accommodation is reached unlike the PCA approach, no more adjustments are necessary, the user can decide the number of archetypes to consider or leave the selection by a criterion. Unlike PCA, the objective of the archetypal analysis is obtaining extreme individuals, so it is the appropriate statistical technique for solving this type of problem. Archetypes cannot be obtained with PCA even if we consider all the components, as we show in the application. ; This work has been partially supported by Grants CICYT TIN2009-14392-C02-01, CICYT TIN2009-14392-C02-02, MTM2009-14500-C02-02, GV/2011/004 and Bancaixa-UJI P11A2009-02. ; Epifanio, I.; Vinue, G.; Alemany Mut, MS. (2013). Archetypal analysis: Contributions for estimating boundary cases in multivariete accommodation problem. Computers and Industrial Engineering. 64(3):757-765. https://doi.org/10.1016/j.cie.2012.011 ; S ; 757 ; 765 ; 64 ; 3
    • ISSN:
      0360-8352
    • Relation:
      Computers and Industrial Engineering; info:eu-repo/grantAgreement/MICINN//TIN2009-14392-C02-01/ES/Aplicacion De Tecnicas Morfometricas Al Diseño Y Evaluacion Funcional De Indumentaria/; info:eu-repo/grantAgreement/MICINN//TIN2009-14392-C02-02/ES/Desarrollo De Metodologias Y Herramientas Morfometricas Para La Explotacion De Bases De Datos Tridimensionales Del Cuerpo Humano Orientadas Al Diseño Y Evaluacion Funcional Del Ajuste De Indumentaria./; info:eu-repo/grantAgreement/MICINN//MTM2009-14500-C02-02/ES/Geometria Integral, Estereologia Y Analisis De Imagen Medica/; info:eu-repo/grantAgreement/GVA//GV%2F2011%2F004/; info:eu-repo/grantAgreement/UJI//P1·1A2009-02/; http://dx.doi.org/10.1016/j.cie.2012.12.011; urn:issn:0360-8352; http://hdl.handle.net/10251/66363
    • الرقم المعرف:
      10.1016/j.cie.2012.011
    • Rights:
      http://rightsstatements.org/vocab/InC/1.0/ ; info:eu-repo/semantics/openAccess
    • الرقم المعرف:
      edsbas.59AD479C