Telecommunication networks possess a complex architecture consisting of various devices, transmission lines, and control systems. Failures or interruptions in the operation of network elements can lead to the malfunction of the entire system. Therefore, it is essential to develop remote diagnostic systems and apply Machine Learning (ML) models for predictive diagnostics. Network elements represent an integral part of the digital infrastructure. Networks based on technologies such as Wi-Fi, 5G, Bluetooth, ZigBee, NB-IoT, and others serve as the primary means of data transmission across various sectors - industry, transportation, healthcare, and the Internet of Things (IoT).
| Mualliflar | Omonov, Ibratbek, Bekimetov, Alisher |
|---|---|
| Jurnal | Al-Farg'oniy avlodlari |
| Nashriyot | ТАТУ Фарғона филиали |
| ISSN | 2181-4252 |
| Nashr sanasi | 2025-11-16 |
| Son | 4 |
| Betlar | 3-7 |
| Til | Ingliz |
| Ilmiy soha | Texnika |
| Indeksga qo‘shilgan | 2026-08-26 |
сеть, элементы сети, диагностика, машинное обучение, дистанционная диагностика, реальное время., Tarmoq, tarmoq elementlari, diagnostika, machine learning, masofaviy diagnostika, real vaqt., Network, network elements, diagnostics, machine learning, remote diagnostics, real-time
| APA | Omonov, Ibratbek, & Bekimetov, Alisher (2025). Analysis of Machine Learning Models for Remote Diagnostics of Network Elements. Al-Farg'oniy avlodlari, (4), 3-7. https://al-fargoniy.uz/index.php/journal/article/view/918 |
|---|---|
| GOST (OAK) | Omonov, Ibratbek, Bekimetov, Alisher Analysis of Machine Learning Models for Remote Diagnostics of Network Elements // Al-Farg'oniy avlodlari. – 2025. – № 4. – P. 3-7. |
| MLA | Omonov, Ibratbek, and Bekimetov, Alisher. “Analysis of Machine Learning Models for Remote Diagnostics of Network Elements.” Al-Farg'oniy avlodlari, (4), 3-7, 2025. https://al-fargoniy.uz/index.php/journal/article/view/918 |
| Chicago | Omonov, Ibratbek, and Bekimetov, Alisher. “Analysis of Machine Learning Models for Remote Diagnostics of Network Elements.” Al-Farg'oniy avlodlari, (4), 3-7 (2025). https://al-fargoniy.uz/index.php/journal/article/view/918 |
| Harvard | Omonov, Ibratbek, and Bekimetov, Alisher (2025) ‘Analysis of Machine Learning Models for Remote Diagnostics of Network Elements’, Al-Farg'oniy avlodlari, (4), 3-7. https://al-fargoniy.uz/index.php/journal/article/view/918 |
| BibTeX | @article{omonovibratbek2025,
title = {Analysis of Machine Learning Models for Remote Diagnostics of Network Elements},
author = {Omonov, Ibratbek and Bekimetov, Alisher},
journal = {Al-Farg'oniy avlodlari},
year = {2025},
number = {4},
pages = {3-7},
url = {https://al-fargoniy.uz/index.php/journal/article/view/918}
} |
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