This paper provides an in-depth overview of the architecture of data collected from IoT sensors, focusing on preprocessing stages and algorithmic approaches for intelligent analysis. The processes of acquisition, transmission, storage, cleaning, and normalization are examined, alongside real-time predictive systems. Integrating architectural frameworks with artificial intelligence and machine learning techniques significantly improves data processing efficiency and strengthens the resilience of IoT systems under dynamic conditions, offering both theoretical contributions and practical applications
| Mualliflar | Kho'jaev , Otabek, Ruzmetova , Zilola |
|---|---|
| Jurnal | Techscience.uz - техника фанлари долзарб масалалри |
| Nashr sanasi | 2025-10-11 |
| Jild | 3 |
| Son | 8 |
| Betlar | 4-8 |
| Til | O‘zbek |
| DOI | 10.47390/ts-v3i8y2025no1 |
DOI: 10.47390/ts-v3i8y2025no1 · Maqolaning asl sahifasi
IoT sensors, data architecture, intelligent analysis, machine learning, deep learning, predictive models, algorithmic efficiency, artificial intelligence, IoT sensorlari, ma’lumotlar arxitekturasi, intellektual tahlil, mashinaviy o‘qitish, chuqur o‘rganish, bashorat modellari, algoritmik samaradorlik, sun’iy intellekt
5G networks focus on meeting requirements such as wide coverage, high transmission rates, low latency, and device density. This article will analyze the main architectural approaches to the design and modeling of 5G…
This study analyzes the process of activating phosphorite dust using complex compounds of urea with mineral acids (HNO₃·CO(NH₂)₂, H₂SO₄·CO(NH₂)₂, and H₃PO₄(EPA)·CO(NH₂)₂ based on extraction phosphoric acid). Complex…
This paper examines the effectiveness of feature-level and decision-level fusion strategies in neural network models for multimodal psychodiagnostics. Findings indicate that feature-level fusion enhances information…
This article analyzes the compliance of specially developed adaptive devices designed for driving cars for people with disabilities with UN Economic Commission (UNECE) regulations R21 and R79. The object of the research…
This article addresses the problem of detecting and automatically correcting punctuation errors occurring in declarative sentences of the Uzbek language, particularly issues related to the incorrect use or omission of…
This article provides information about vehicles and toxic gases emitted from them, among the factors affecting environmental change today. Also, this article provides a comprehensive analysis of information on…
This paper analyzes the overall architecture and key components of the software package “BI-Pred 1.0.” The study examines the application of data preparation, pre-processing, and machine learning algorithms within a…
The primary goal of transportation nowadays is to increase the economic efficiency of its operation by promptly, completely, and high-quality meeting the demands of the populace and the national economy. As the…
This article analyzes the theoretical foundations and practical applications of the potentiometric method for determining pH values. Potentiometric measurements provide accurate and rapid determination of pH values…
This article extensively covers the role of environmental factors in the occurrence of road accidents. It also analyzes how climatic conditions, visibility, road surface conditions and other natural factors affect the…
Techscience.uz - техника фанлари долзарб масалалри — barcha maqolalar