Semi-synthetic study selection creation algorithm for classifying cotton varieties by region

Axmedov, Oybek Kamarbekovich, Nishanov, Axram

Al-Farg'oniy avlodlari · 2026-yil

Annotatsiya

In this study, an algorithm for artificially expanding the training sample was developed for classifying cotton varieties recommended for planting in the Republic of Uzbekistan by region. The algorithm is based on heuristic logic, and class objects are reformulated based on similarity criteria. Initially, a text, nominal and quantitative character space was formed based on real data from the State Register. Then the characters were converted to a full nominal form, and the similarity levels between objects were determined by scaling. A proximity function and decision rules were developed, and the contribution of class objects to their class was assessed.

Maqola ma’lumotlari
MualliflarAxmedov, Oybek Kamarbekovich, Nishanov, Axram
JurnalAl-Farg'oniy avlodlari
NashriyotТАТУ Фарғона филиали
ISSN2181-4252
Nashr sanasi2026-03-13
Son1
Betlar184-190
TilIngliz
Ilmiy sohaTexnika
Indeksga qo‘shilgan2026-08-26

Maqolaning asl sahifasi

Kalit so‘zlar

G ‘o‘za navlari, sinflashtirish, hududlashtirish, o‘xshashlik darajasi, matn, nominal va miqdoriy, ob’ektlar, avtomatik tasniflash, sintetik o‘qitish namunalari, sun’iy intellekt, evristik mezonlar, ma’lumotlar to‘plami, mashinanili o‘qitish., Cotton varieties, classification, regionalization, similarity level, text, nominal and quantitative, objects, automatic classification, synthetic learning models, artificial intelligence, heuristic criteria, dataset, machine learning.

Ilmiy soha

Texnika

Iqtibos keltirish

APAAxmedov, Oybek Kamarbekovich, & Nishanov, Axram (2026). SEMI-SYNTHETIC STUDY SELECTION CREATION ALGORITHM FOR CLASSIFYING COTTON VARIETIES BY REGION. Al-Farg'oniy avlodlari, (1), 184-190. https://al-fargoniy.uz/index.php/journal/article/view/1042
GOST (OAK)Axmedov, Oybek Kamarbekovich, Nishanov, Axram SEMI-SYNTHETIC STUDY SELECTION CREATION ALGORITHM FOR CLASSIFYING COTTON VARIETIES BY REGION // Al-Farg'oniy avlodlari. – 2026. – № 1. – P. 184-190.
MLAAxmedov, Oybek Kamarbekovich, and Nishanov, Axram. “SEMI-SYNTHETIC STUDY SELECTION CREATION ALGORITHM FOR CLASSIFYING COTTON VARIETIES BY REGION.” Al-Farg'oniy avlodlari, (1), 184-190, 2026. https://al-fargoniy.uz/index.php/journal/article/view/1042
ChicagoAxmedov, Oybek Kamarbekovich, and Nishanov, Axram. “SEMI-SYNTHETIC STUDY SELECTION CREATION ALGORITHM FOR CLASSIFYING COTTON VARIETIES BY REGION.” Al-Farg'oniy avlodlari, (1), 184-190 (2026). https://al-fargoniy.uz/index.php/journal/article/view/1042
HarvardAxmedov, Oybek Kamarbekovich, and Nishanov, Axram (2026) ‘SEMI-SYNTHETIC STUDY SELECTION CREATION ALGORITHM FOR CLASSIFYING COTTON VARIETIES BY REGION’, Al-Farg'oniy avlodlari, (1), 184-190. https://al-fargoniy.uz/index.php/journal/article/view/1042
BibTeX
@article{axmedovoybekkamarbekovich2026,
  title = {SEMI-SYNTHETIC STUDY SELECTION CREATION ALGORITHM FOR CLASSIFYING COTTON VARIETIES BY REGION},
  author = {Axmedov, Oybek Kamarbekovich and Nishanov, Axram},
  journal = {Al-Farg'oniy avlodlari},
  year = {2026},
  number = {1},
  pages = {184-190},
  url = {https://al-fargoniy.uz/index.php/journal/article/view/1042}
}

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