Multiclass clustering algorithm based on a full space

Ollamberganov, Fayzulla, Kalbayev , Allambergen, Yelmuratov , Qudiyar, Qudaynazarov , Muxammed

Al-Farg'oniy avlodlari · 2025-yil

Annotatsiya

With the growth of big data and the increase in data volume and diversity, the complexity of data is also increasing. Traditional clustering methods provide only a single clustering result, which limits data exploration to one possible partition. In contrast, multi-class clustering methods reveal several non-repetitive and distinct clustering solutions simultaneously or sequentially. This allows for the identification of hidden data structures. Therefore, multi-class clustering has become a popular and promising area of research today. In this study, an approach and algorithm for the problem of multiclass clustering focused on the importance of objects were developed.

Maqola ma’lumotlari
MualliflarOllamberganov, Fayzulla, Kalbayev , Allambergen, Yelmuratov , Qudiyar, Qudaynazarov , Muxammed
JurnalAl-Farg'oniy avlodlari
NashriyotТАТУ Фарғона филиали
ISSN2181-4252
Nashr sanasi2025-03-23
Son1
Betlar60-66
TilIngliz
Ilmiy sohaTexnika
Indeksga qo‘shilgan2026-08-26

Maqolaning asl sahifasi

Kalit so‘zlar

Кластеризaция, мультиклассовая кластеризaция, кластеризaция без учителя, метод MAXIMUS., Clustering, multi-class clustering, teacherless clustering, MAXIMUS method., Klasterlash, multisinfli klasterlash, o‘qituvchisiz klasterlash, MAXIMUS usuli.

Ilmiy soha

Texnika

Iqtibos keltirish

APAOllamberganov, Fayzulla, Kalbayev , Allambergen, Yelmuratov , Qudiyar, & Qudaynazarov , Muxammed (2025). MULTICLASS CLUSTERING ALGORITHM BASED ON A FULL SPACE. Al-Farg'oniy avlodlari, (1), 60-66. https://al-fargoniy.uz/index.php/journal/article/view/767
GOST (OAK)Ollamberganov, Fayzulla va b. MULTICLASS CLUSTERING ALGORITHM BASED ON A FULL SPACE // Al-Farg'oniy avlodlari. – 2025. – № 1. – P. 60-66.
MLAOllamberganov, Fayzulla, Kalbayev , Allambergen, Yelmuratov , Qudiyar, and Qudaynazarov , Muxammed. “MULTICLASS CLUSTERING ALGORITHM BASED ON A FULL SPACE.” Al-Farg'oniy avlodlari, (1), 60-66, 2025. https://al-fargoniy.uz/index.php/journal/article/view/767
ChicagoOllamberganov, Fayzulla, Kalbayev , Allambergen, Yelmuratov , Qudiyar, and Qudaynazarov , Muxammed. “MULTICLASS CLUSTERING ALGORITHM BASED ON A FULL SPACE.” Al-Farg'oniy avlodlari, (1), 60-66 (2025). https://al-fargoniy.uz/index.php/journal/article/view/767
HarvardOllamberganov, Fayzulla, Kalbayev , Allambergen, Yelmuratov , Qudiyar, and Qudaynazarov , Muxammed (2025) ‘MULTICLASS CLUSTERING ALGORITHM BASED ON A FULL SPACE’, Al-Farg'oniy avlodlari, (1), 60-66. https://al-fargoniy.uz/index.php/journal/article/view/767
BibTeX
@article{ollamberganovfayzulla2025,
  title = {MULTICLASS CLUSTERING ALGORITHM BASED ON A FULL SPACE},
  author = {Ollamberganov, Fayzulla and Kalbayev , Allambergen and Yelmuratov , Qudiyar and Qudaynazarov , Muxammed},
  journal = {Al-Farg'oniy avlodlari},
  year = {2025},
  number = {1},
  pages = {60-66},
  url = {https://al-fargoniy.uz/index.php/journal/article/view/767}
}

Boshqa maqola uchun iqtibos tayyorlash

Al-Farg'oniy avlodlari jurnalidan boshqa maqolalar

Al-Farg'oniy avlodlari — barcha maqolalar · 2025-yil arxivi

Texnika sohasidagi boshqa maqolalar

Texnika sohasidagi OAK jurnallari