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Комбіноване навчання еволюційної нейро-фаззі системи

Authors: Плісc, І.;

Комбіноване навчання еволюційної нейро-фаззі системи

Abstract

Запропоновано архітектуру еволюційної нейро-фаззі системи, що не схильна до прокльону розмірності, здатна обробляти інформацію в режимі реального часу, адаптуючи при цьому свої параметри і структуру до умов задачі. У якості активаційних функцій було використано ядерні функції.

Keywords

ЕВОЛЮЦіЙНА НЕЙРО-ФАЗЗі СИСТЕМА,НОРМАЛіЗОВАНА РАДіАЛЬНО-БАЗИСНА НЕЙРОННА МЕРЕЖА,УЗАГАЛЬНЕНА РЕГРЕСіЙНА НЕЙРО-ФАЗЗі МЕРЕЖА,НЕЧіТКА МАШИНА ОПОРНИХ ВЕКТОРіВ,ЯДЕРНА ФУНКЦіЯ АКТИВАЦії

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    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
gold