The efficiency of AI algorithms in processing real-time data streams

Эргашев, Отабек, Исмоилов , Исломжон

Al-Farg'oniy avlodlari · 2025-yil

Annotatsiya

This article analyzes the effectiveness of artificial intelligence (AI) algorithms in processing real-time data streams. The aim of the study is to determine the effectiveness of various AI approaches, machine learning, deep neural networks, and augmented learning algorithms in processing real-time data streams. The article discusses the specifics of data streams, sensor data collection, noise filtering, and decision-making processes. Real-time AI algorithms enable the analysis of data flows, increasing system response speeds, and efficient use of resources. The results of the study provide practical recommendations for industrial robots, autonomous vehicles, and smart manufacturing systems

Maqola ma’lumotlari
MualliflarЭргашев, Отабек, Исмоилов , Исломжон
JurnalAl-Farg'oniy avlodlari
NashriyotТАТУ Фарғона филиали
ISSN2181-4252
Nashr sanasi2025-12-23
Son4
Betlar237-242
TilIngliz
Ilmiy sohaTexnika
Indeksga qo‘shilgan2026-08-26

Maqolaning asl sahifasi

Kalit so‘zlar

Искусственный интеллект (ИИ), Системы реального времени, потоки данных, Машинное обучение, Глубокие нейронные сети, Обучение с подкреплением, интеграция датчиков, Алгоритмы принятия решений, Анализ эффективности, Artificial Intelligence (AI), Real-time systems, Data streams, Machine learning, Deep neural networks, Reinforcement Learning, sensor integration, Decision Making Algorithms, Performance analysis, Sun’iy intellekt (AI), Real vaqt tizimlari, Data streamlar, Mashinani o‘rganish, Chuqur neyron tarmoqlar, Reinforcement Learning, Sensor integratsiyasi, Qaror qabul qilish algoritmlari, Samaradorlik tahlili

Ilmiy soha

Texnika

Iqtibos keltirish

APAЭргашев, Отабек, & Исмоилов , Исломжон (2025). THE EFFICIENCY OF AI ALGORITHMS IN PROCESSING REAL-TIME DATA STREAMS. Al-Farg'oniy avlodlari, (4), 237-242. https://al-fargoniy.uz/index.php/journal/article/view/984
GOST (OAK)Эргашев, Отабек, Исмоилов , Исломжон THE EFFICIENCY OF AI ALGORITHMS IN PROCESSING REAL-TIME DATA STREAMS // Al-Farg'oniy avlodlari. – 2025. – № 4. – P. 237-242.
MLAЭргашев, Отабек, and Исмоилов , Исломжон. “THE EFFICIENCY OF AI ALGORITHMS IN PROCESSING REAL-TIME DATA STREAMS.” Al-Farg'oniy avlodlari, (4), 237-242, 2025. https://al-fargoniy.uz/index.php/journal/article/view/984
ChicagoЭргашев, Отабек, and Исмоилов , Исломжон. “THE EFFICIENCY OF AI ALGORITHMS IN PROCESSING REAL-TIME DATA STREAMS.” Al-Farg'oniy avlodlari, (4), 237-242 (2025). https://al-fargoniy.uz/index.php/journal/article/view/984
HarvardЭргашев, Отабек, and Исмоилов , Исломжон (2025) ‘THE EFFICIENCY OF AI ALGORITHMS IN PROCESSING REAL-TIME DATA STREAMS’, Al-Farg'oniy avlodlari, (4), 237-242. https://al-fargoniy.uz/index.php/journal/article/view/984
BibTeX
@article{article2025,
  title = {THE EFFICIENCY OF AI ALGORITHMS IN PROCESSING REAL-TIME DATA STREAMS},
  author = {Эргашев, Отабек and Исмоилов , Исломжон},
  journal = {Al-Farg'oniy avlodlari},
  year = {2025},
  number = {4},
  pages = {237-242},
  url = {https://al-fargoniy.uz/index.php/journal/article/view/984}
}

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