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Article . 2026
License: CC BY
Data sources: Datacite
ZENODO
Article . 2026
License: CC BY
Data sources: Datacite
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G'OZA NAVLARINI HUDUDLAR BO'YICHA TASNIFLASHDA YARIM SINTETIK O'QUV TANLANMANI YARATISH ALGORITMI

descriptionPublicationkeyboard_double_arrow_right Article 13 Mar 2026 Uzbek Publisher:Zenodo
Authors: Axram Xasanovich Nishanov; Oybek Kamarbekovich Axmedov;

doi: 10.5281/zenodo.18994956 , 10.5281/zenodo.18994955

G'OZA NAVLARINI HUDUDLAR BO'YICHA TASNIFLASHDA YARIM SINTETIK O'QUV TANLANMANI YARATISH ALGORITMI

Abstract

Ushbu tadqiqotda O'zbekiston Respublikasi hududida ekish uchun tavsiya etilgan g'o'za navlarini hududlar bo'yicha tasniflashda qo'llaniladigan o'quv tanlanmani sun'iy kengaytirish algoritmi ishlab chiqildi. Algoritm evristik mantiqqa asoslangan bo'lib, sinf obyektlari o'xshashlik mezonlariga tayanib qayta shakllantirildi. Dastlab Davlat reyestridagi real ma'lumotlar asosida matn, nominal va miqdoriy belgilar fazosi shakllantirildi. Keyin belgilar to'liq nominal shaklga o'tkazildi va obyektlar o'rtasidagi o'xshashlik darajalari shkalalashtirish orqali aniqlandi. Yaqinlik funksiyasi hamda hal qiluvchi qoidalar ishlab chiqilib, sinf obyektlarining o'z sinfiga qo'shgan hissasi baholandi.

Keywords

matn, sun'iy intellekt, evristik mezonlar, ob'ektlar, o'xshashlik darajasi, nominal va miqdoriy, avtomatik tasniflash, mashinanili o'qitish, hududlashtirish, G'o'za navlari, sintetik o'qitish namunalari, sinflashtirish, ma'lumotlar to'plami

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Powered by OpenAIRE graph
Found an issue? Give us feedback
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
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