This paper examines the development of a multifactorial system of indicators for assessing and improving a personʼs standard of living based on a neural network classification model. The study developed an integrated indicator system combining demographic, economic, social, and infrastructure indicators. Furthermore, artificial neural networks and fuzzy logic elements were combined to account for uncertainty, systematicity, and complex nonlinear relationships between indicators.
| Mualliflar | Mirzayev Shoxrux Normurod oʻgʻli |
|---|---|
| Jurnal | Marketing |
| Nashriyot | Тошкент давлат иқтисодиёт университети |
| ISSN | 3060-4621 |
| Nashr sanasi | 2025-11-29 |
| Son | 11 |
| Til | Ingliz |
| Ilmiy soha | Iqtisodiyot |
| DOI | 10.67668/mj/2025iss11/581 |
| Indeksga qo‘shilgan | 2026-10-18 |
DOI: 10.67668/mj/2025iss11/581 · Maqolaning asl sahifasi
standard of living, multifactor indicators, fuzzy classification, fuzzy clustering, fuzzy C -means, neuro -fuzzy classification, neuro -fuzzy model, уровень жизни, многофакторные показатели, нечеткая классификация, нечеткая кластеризация, нечеткие C -средние, нейро -нечеткая классификация, нейро -нечеткая модель, turmush darajasi, koʻp omilli indikatorlar, fuzzy toifalash, fuzzy klasterlash, Fuzzy C -Means, neyro -ravshan klassifikatsiya, neyro -fuzzy model
| APA | Mirzayev Shoxrux Normurod oʻgʻli (2025). NEURO-RAWSHAN CLASSIFICATION MODEL OF FORMATION OF MULTIFACTOR INDICATORS OF POPULATION'S STANDARD OF LIVING. Marketing, (11). https://doi.org/10.67668/mj/2025iss11/581 |
|---|---|
| GOST (OAK) | Mirzayev Shoxrux Normurod oʻgʻli NEURO-RAWSHAN CLASSIFICATION MODEL OF FORMATION OF MULTIFACTOR INDICATORS OF POPULATION'S STANDARD OF LIVING // Marketing. – 2025. – № 11. – DOI: 10.67668/mj/2025iss11/581. |
| MLA | Mirzayev Shoxrux Normurod oʻgʻli. “NEURO-RAWSHAN CLASSIFICATION MODEL OF FORMATION OF MULTIFACTOR INDICATORS OF POPULATION'S STANDARD OF LIVING.” Marketing, (11), 2025. https://doi.org/10.67668/mj/2025iss11/581 |
| Chicago | Mirzayev Shoxrux Normurod oʻgʻli. “NEURO-RAWSHAN CLASSIFICATION MODEL OF FORMATION OF MULTIFACTOR INDICATORS OF POPULATION'S STANDARD OF LIVING.” Marketing, (11) (2025). https://doi.org/10.67668/mj/2025iss11/581 |
| Harvard | Mirzayev Shoxrux Normurod oʻgʻli (2025) ‘NEURO-RAWSHAN CLASSIFICATION MODEL OF FORMATION OF MULTIFACTOR INDICATORS OF POPULATION'S STANDARD OF LIVING’, Marketing, (11). https://doi.org/10.67668/mj/2025iss11/581 |
| BibTeX | @article{mirzayevshoxruxnormurodogli2025,
title = {NEURO-RAWSHAN CLASSIFICATION MODEL OF FORMATION OF MULTIFACTOR INDICATORS OF POPULATION'S STANDARD OF LIVING},
author = {Mirzayev Shoxrux Normurod oʻgʻli},
journal = {Marketing},
year = {2025},
number = {11},
doi = {10.67668/mj/2025iss11/581},
url = {https://doi.org/10.67668/mj/2025iss11/581}
} |
Boshqa maqola uchun iqtibos tayyorlash
This article examines and studies the characteristics and classification of mandatory insurance reserves. Also, proposals and recommendations have been developed for reflecting operations related to mandatory insurance…
As a result of large -scale empirical studies, which began in the 90s of the 20 th century in Western Europe and the United States, various employment manifestations and labor relations were formed, but they have little…
The article examines the methodology for determining sectoral tax burden, its theoretical and practical foundations, as well as international experiences. It outlines the procedure for using indicators such as gross…
This article provides a comprehensive analysis of the economic and social development indicators of five major regions of the world — Asia, Eurasia, Africa, North America, and South America. The study is based on key…
This article evaluates the integration of marketing strategies into the management mechanisms of the railway transport system based on empirical and comparative analysis. Drawing from the cases of Europe, India, and…
The article discusses the theoretical foundations of correlation coefficients used to assess the relationships between variables in marketing research. Pearson, Spearman, and Kendall coefficients, as well as more…
This article discusses the theoretical and methodological foundations and practical aspects of effective organization of marketing research in the food market. The study systematically analyzes the dynamics of supply…
This article provides a theoretical analysis of improving the efficiency of investment projects in the automotive industry based on marketing research. The study systematically examines the impact of digital…
This article discusses the issues of evaluating the indicators of the use of marketing strategies in increasing the attractiveness of regional trade enterprises. Also, conclusions are drawn on the effective assessment…
The article presents an empirical assessment of management mechanisms for technological modernization processes in industrial enterprises across regions. Core indicators such as the technological index, equipment…
Marketing — barcha maqolalar · 2025-yil arxivi
This article explores the application of the ADALINE (Adaptive Linear Neuron) model in personal finance, emphasizing its role in improving decision -making accuracy. ADALINE, introduced by Bernard Widrow and Ted Hoff in…
This study examines the association between Internet use and self-rated health and investigates the role of online health information behaviors in this relationship. Using data from the 2021 Chinese General Social…
На материалах, опубликованных по август 2024 года, исследуется достаточность бюджетного покрытия обязательств государственно-частного партнёрства. Предложена совместная проверка объёма, сроков и допустимых источников…
Maqolada O‘zbekiston sport tashkilotlarida sun’iy intellekt (SI) va ma’lumotlarga asoslangan boshqaruvning iqtisodiy samaradorlik bilan bog‘liqligini o‘rganish uchun rasmiy statistik ma’lumotlar tahlil qilinadi…
The article analyzes the institutional formation and everyday educational practice of girls’ education in Turkestan in the late nineteenth and early twentieth centuries. It examines traditional schools led by otinoyi…
This study presents a comprehensive analysis of the geostrategic role of Khwarezm in the transregional trade system of Eurasia during the 9th–12th centuries, based on written sources, historiography, and archaeological…
В статье исследуется, почему налоговые и тарифные льготы могут не приводить к привлечению инвестиций в дата-центры для искусственного интеллекта (ИИ). На основе теории комплементарности М. Кремера построена…