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type: Thesis
acceptance date: 2023-01-13
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creation year: 1976
description: Rozprawa analizuje zagadnienie rozdzielności dwóch zbiorów w przestrzeni wielowymiarowej. W zaproponowanym algorytmie zrezygnowano z optymalności hiperpłaszczyzny rozdzielającej na rzecz uniezależnienia się od wzajemnego usytuowania uwypukleń zbiorów. W pracy podano definicję algorytmu uczenia elementu progowego wraz z jego interpretacją geometryczną oraz przykładem działania. Przedstawiono sposób oszacowania złożoności algorytmu oraz metody badania rozdzielności liniowej zbiorów skończonych oparte o niego. Przeanalizowano strukturę układu uczącego realizującego rozważane metody oraz podano sposób wykorzystania omówionych metod do badania rozdzielności dwóch zbiorów hiperpowierzchniami z szerszej klasy niż hiperpłaszczyzny. Przedstawiono również możliwości wykorzystania proponowanych metod podczas projektowania urządzeń rozpoznających.
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language: Polski
number of pages: 108
origin: AZON2
place of creation: Warszawa
scientific discipline: Dziedzina nauk inżynieryjno-technicznych / informatyka techniczna i telekomunikacja (2018)
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title: Nieparametryczne metody klasyfikacji parametrycznej. (PD-1976-06)

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