The article proposes a neuro-fuzzy econometric model for assessing the innovation activity level of industrial enterprises in Qashqadaryo region. The model combines fuzzy logic apparatus with artificial neural network methodology, allowing quantitative and qualitative indicators of enterprise innovation activity to be aggregated into a single integral index. The proposed approach accounts for uncertainty and nonlinear dependencies better than traditional regression models.
| Mualliflar | Avazova , Nafisa, Авазова , Нафиса, Avazova , Nafisa |
|---|---|
| Jurnal | Илғор иқтисодиёт ва педагогик технологиялар |
| Nashriyot | Тошкент давлат иқтисодиёт университети ҳузуридаги «Ўзбекистон иқтисодиётини ривожлантиришнинг илмий асослари ва муаммолари» илмий-тадқиқот маркази |
| ISSN | 1994-2025 |
| Nashr sanasi | 2026-08-21 |
| Jild | 3 |
| Son | 4 |
| Betlar | 343-350 |
| Til | Ingliz |
| Ilmiy soha | Iqtisodiyot |
| DOI | 10.60078/3060-4842-2026-vol3-iss4-pp343-354 |
| Indeksga qo‘shilgan | 2026-08-26 |
DOI: 10.60078/3060-4842-2026-vol3-iss4-pp343-354 · Maqolaning asl sahifasi
innovation activity, neuro-fuzzy model, industrial enterprises, integral index, Qashqadaryo region, инновационная активность, нейро-нечеткая модель, промышленные предприятия, интегральный индекс, Кашкадарьинская область, innovatsion faoliyat, neyro-fuzzy model, sanoat korxonalari, integral indeks, Qashqadaryo viloyati
| APA | Avazova , Nafisa, Авазова , Нафиса, & Avazova , Nafisa (2026). A NEURO-FUZZY ECONOMETRIC MODEL FOR ASSESSING THE INNOVATION ACTIVITIES OF INDUSTRIAL ENTERPRISES IN THE CASE OF KASHKADARYA REGION. Илғор иқтисодиёт ва педагогик технологиялар, 3(4), 343-350. https://doi.org/10.60078/3060-4842-2026-vol3-iss4-pp343-354 |
|---|---|
| GOST (OAK) | Avazova , Nafisa, Авазова , Нафиса, Avazova , Nafisa A NEURO-FUZZY ECONOMETRIC MODEL FOR ASSESSING THE INNOVATION ACTIVITIES OF INDUSTRIAL ENTERPRISES IN THE CASE OF KASHKADARYA REGION // Илғор иқтисодиёт ва педагогик технологиялар. – 2026. – T. 3, № 4. – P. 343-350. – DOI: 10.60078/3060-4842-2026-vol3-iss4-pp343-354. |
| MLA | Avazova , Nafisa, Авазова , Нафиса, and Avazova , Nafisa. “A NEURO-FUZZY ECONOMETRIC MODEL FOR ASSESSING THE INNOVATION ACTIVITIES OF INDUSTRIAL ENTERPRISES IN THE CASE OF KASHKADARYA REGION.” Илғор иқтисодиёт ва педагогик технологиялар, 3(4), 343-350, 2026. https://doi.org/10.60078/3060-4842-2026-vol3-iss4-pp343-354 |
| Chicago | Avazova , Nafisa, Авазова , Нафиса, and Avazova , Nafisa. “A NEURO-FUZZY ECONOMETRIC MODEL FOR ASSESSING THE INNOVATION ACTIVITIES OF INDUSTRIAL ENTERPRISES IN THE CASE OF KASHKADARYA REGION.” Илғор иқтисодиёт ва педагогик технологиялар, 3(4), 343-350 (2026). https://doi.org/10.60078/3060-4842-2026-vol3-iss4-pp343-354 |
| Harvard | Avazova , Nafisa, Авазова , Нафиса, and Avazova , Nafisa (2026) ‘A NEURO-FUZZY ECONOMETRIC MODEL FOR ASSESSING THE INNOVATION ACTIVITIES OF INDUSTRIAL ENTERPRISES IN THE CASE OF KASHKADARYA REGION’, Илғор иқтисодиёт ва педагогик технологиялар, 3(4), 343-350. https://doi.org/10.60078/3060-4842-2026-vol3-iss4-pp343-354 |
| BibTeX | @article{avazovanafisa2026,
title = {A NEURO-FUZZY ECONOMETRIC MODEL FOR ASSESSING THE INNOVATION ACTIVITIES OF INDUSTRIAL ENTERPRISES IN THE CASE OF KASHKADARYA REGION},
author = {Avazova , Nafisa and Авазова , Нафиса and Avazova , Nafisa},
journal = {Илғор иқтисодиёт ва педагогик технологиялар},
year = {2026},
volume = {3},
number = {4},
pages = {343-350},
doi = {10.60078/3060-4842-2026-vol3-iss4-pp343-354},
url = {https://doi.org/10.60078/3060-4842-2026-vol3-iss4-pp343-354}
} |
Boshqa maqola uchun iqtibos tayyorlash
The article examines the issue of assessing the effectiveness of management in silk clusters from the perspective of transition from recording the volume of resources to results-oriented management. The number of…
This article examines the role and impact of budget policy in ensuring socio-economic development. The study analyzes the main directions of budget policy, mechanisms for the formation and allocation of state budget…
The article analyzes the regional and sectoral development of small business in Uzbekistan in 2021–2025, employment, investments and the efficiency of using production factors based on statistical data.
The paper proposes and applies a five-dimensional framework for assessing the quality of agricultural growth: intensity, stability, inclusiveness, resource efficiency and technological renewal. The analysis is conducted…
This article investigates the theoretical and methodological foundations for implementing professional management models in the management of housing and communal services (HCS). The purpose of the study is to identify…
This article examines the economic essence of investment projects, their structural elements and life cycle, as well as the theoretical and methodological foundations of joint-stock companies. The investment project is…
The article improves the methodology for assessing the efficiency of the use of production factors in small business entities. Based on the KISI integral model, the impact of capital, labor, investment, innovation…
Research on higher education competitiveness has grown rapidly, yet its coverage of the national system level remains uneven. This article maps a corpus of forty bibliographically verified sources from six research…
This article explores the discrepancy between the strategic value that universities place on the ranking-related competencies and how effectively these are being implemented. It involves a structured strategic-lever…
The article examines the institutional factors and structural elements of developing a digital ecosystem in higher education through a systemic approach. Digital transformation is substantiated as an interconnected set…
Илғор иқтисодиёт ва педагогик технологиялар — barcha maqolalar · 2026-yil arxivi
The article describes the fact that the efficiency of production in industrial sectors is one of the current topics, as well as the feedback of several foreign and domestic scientists aimed at increasing it. The work…
Maqolada Qashqadaryo viloyati sanoat korxonalarining innovatsion faoliyatiga ta’sir etuvchi omillar korrelyatsion-regression tahlil usullari yordamida o‘rganilgan. Tahlil natijasida moliyaviy, kadrlar va texnologik…
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…