Methods of preparation of initial data for determining traffic jams on the roads based on machine learning

Eshtemirov, Bunyod, Axatov, Akmal

Al-Farg'oniy avlodlari · 2024-yil

Annotatsiya

Prediction of traffic jams on roads plays an important role in effective management of transport systems and ensuring ease of movement in modern cities. Intelligent algorithms and artificial intelligence technologies are widely used in the implementation of this process. These technologies allow early detection and prevention of traffic accidents, as well as optimal management of traffic flow. The data about the movement of vehicles on the roads was also collected. The collected data has been cleaned and prepared. The impact of each indicator on traffic conditions was analyzed to select features and determine their importance.

Maqola ma’lumotlari
MualliflarEshtemirov, Bunyod, Axatov, Akmal
JurnalAl-Farg'oniy avlodlari
NashriyotТАТУ Фарғона филиали
ISSN2181-4252
Nashr sanasi2024-10-20
Son3
Betlar48-56
TilIngliz
Ilmiy sohaTexnika
Indeksga qo‘shilgan2026-08-26

Maqolaning asl sahifasi

Kalit so‘zlar

интеллектуальные алгоритмы, методы сбора данных, оценка предсказательной способности модели, bashoratli tahlillar

Ilmiy soha

Texnika

Iqtibos keltirish

APAEshtemirov, Bunyod, & Axatov, Akmal (2024). Methods of preparation of initial data for determining traffic jams on the roads based on machine learning. Al-Farg'oniy avlodlari, (3), 48-56. https://al-fargoniy.uz/index.php/journal/article/view/464
GOST (OAK)Eshtemirov, Bunyod, Axatov, Akmal Methods of preparation of initial data for determining traffic jams on the roads based on machine learning // Al-Farg'oniy avlodlari. – 2024. – № 3. – P. 48-56.
MLAEshtemirov, Bunyod, and Axatov, Akmal. “Methods of preparation of initial data for determining traffic jams on the roads based on machine learning.” Al-Farg'oniy avlodlari, (3), 48-56, 2024. https://al-fargoniy.uz/index.php/journal/article/view/464
ChicagoEshtemirov, Bunyod, and Axatov, Akmal. “Methods of preparation of initial data for determining traffic jams on the roads based on machine learning.” Al-Farg'oniy avlodlari, (3), 48-56 (2024). https://al-fargoniy.uz/index.php/journal/article/view/464
HarvardEshtemirov, Bunyod, and Axatov, Akmal (2024) ‘Methods of preparation of initial data for determining traffic jams on the roads based on machine learning’, Al-Farg'oniy avlodlari, (3), 48-56. https://al-fargoniy.uz/index.php/journal/article/view/464
BibTeX
@article{eshtemirovbunyod2024,
  title = {Methods of preparation of initial data for determining traffic jams on the roads based on machine learning},
  author = {Eshtemirov, Bunyod and Axatov, Akmal},
  journal = {Al-Farg'oniy avlodlari},
  year = {2024},
  number = {3},
  pages = {48-56},
  url = {https://al-fargoniy.uz/index.php/journal/article/view/464}
}

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