This article examines the issues of forecasting enterprises’ liquidity and solvency indicators based on artificialintelligence. The main objective of the study is to compare the effectiveness of traditional methods and artificial intelligencemodels in assessing financial stability. The article analyzes the possibilities of predicting the future state of liquidityindicators using neural networks. Particular attention is paid to identifying complex and nonlinear relationships in theforecasting process. The research results demonstrate that artificial intelligence models provide high accuracy in the earlyidentification of financial risks. The conclusions obtained have practical significance for improving enterprises’ financialmanagement systems. The scientific novelty of the article lies in the comprehensive application of artificial intelligenceapproaches to forecasting liquidity and solvency.
| Mualliflar | Zaynutdinov , Ismoil |
|---|---|
| Jurnal | Innovation science and technologiy |
| Nashriyot | Тошкент давлат иқтисодиёт университети |
| Nashr sanasi | 2025-12-01 |
| Jild | 1 |
| Son | 12 |
| Til | Ingliz |
| DOI | 10.5281/zenodo.18076967 |
| Indeksga qo‘shilgan | 2026-08-26 |
DOI: 10.5281/zenodo.18076967 · Maqolaning asl sahifasi
liquidity, solvency, financial stability, artificial intelligence, neural networks, forecasting
| APA | Zaynutdinov , Ismoil (2025). FORECASTING LIQUIDITY AND SOLVENCY INDICATORS BASED ON ARTIFICIAL INTELLIGENCE. Innovation science and technologiy, 1(12). https://doi.org/10.5281/zenodo.18076967 |
|---|---|
| GOST (OAK) | Zaynutdinov , Ismoil FORECASTING LIQUIDITY AND SOLVENCY INDICATORS BASED ON ARTIFICIAL INTELLIGENCE // Innovation science and technologiy. – 2025. – T. 1, № 12. – DOI: 10.5281/zenodo.18076967. |
| MLA | Zaynutdinov , Ismoil. “FORECASTING LIQUIDITY AND SOLVENCY INDICATORS BASED ON ARTIFICIAL INTELLIGENCE.” Innovation science and technologiy, 1(12), 2025. https://doi.org/10.5281/zenodo.18076967 |
| Chicago | Zaynutdinov , Ismoil. “FORECASTING LIQUIDITY AND SOLVENCY INDICATORS BASED ON ARTIFICIAL INTELLIGENCE.” Innovation science and technologiy, 1(12) (2025). https://doi.org/10.5281/zenodo.18076967 |
| Harvard | Zaynutdinov , Ismoil (2025) ‘FORECASTING LIQUIDITY AND SOLVENCY INDICATORS BASED ON ARTIFICIAL INTELLIGENCE’, Innovation science and technologiy, 1(12). https://doi.org/10.5281/zenodo.18076967 |
| BibTeX | @article{zaynutdinovismoil2025,
title = {FORECASTING LIQUIDITY AND SOLVENCY INDICATORS BASED ON ARTIFICIAL INTELLIGENCE},
author = {Zaynutdinov , Ismoil},
journal = {Innovation science and technologiy},
year = {2025},
volume = {1},
number = {12},
doi = {10.5281/zenodo.18076967},
url = {https://doi.org/10.5281/zenodo.18076967}
} |
Boshqa maqola uchun iqtibos tayyorlash
The article proposes a methodology for calculating the power required to heat the edges of a pipe billet towelding temperature during high-frequency welding of longitudinally welded pipes made from low-carbon and…
This article investigates how firms in BRICS economies respond to economic policy uncertainty throughmergers and acquisitions (M&A), using a comparative case study approach. Focusing on major transactions in…
This certificate confirms that Professor Alimardonov Ilxom Muzrabshoxovich, Doctor of Economic Sciences (DSc), is a member of the Editorial Board of the scientific journal "INNOVATION SCIENCE AND TECHNOLOGY", which…
This certificate confirms that Professor Kurbonbekova Mohichehra Turobjonovna, Doctor of Economic Sciences (DSc), is a member of the Editorial Board of the scientific journal "INNOVATION SCIENCE AND TECHNOLOGY", which…
This paper presents a theoretical study of the motion of a cotton piece in a screw cleaner and the impact forcesgenerated during its interaction with screw spikes and a mesh surface. The impact impulse is analyzed as a…
Issues of linear and nonlinear modeling of complex technological processes and production in improved(advanced) control systems are considered. The development of the Advanced Process Control APC-control is…
This article analyzes the possibilities for improving land resource use mechanisms in farming enterprisesbased on the experience of developed foreign countries. The scientific and practical foundations for developing…
This article examines the role and importance of state support mechanisms in the development of the mechanicalengineering industry. Particular attention is paid to tax and customs incentives, subsidies, public…
Over the past ten years, tourism in Central Asia has grown significantly, especially in Uzbekistan, Kazakhstan,Kyrgyzstan, and Tajikistan. However, due to external shocks and macroeconomic volatility, forecasting…
This article is about the role and importance of loans in the development of the regional economy. The role ofloans in the development of the regional economy of the country in economic processes and the principles of…
Innovation science and technologiy — barcha maqolalar · 2025-yil arxivi
The article analyzes the role of ESG (Environmental, Social, Governance)principles in regional economic policy and their significance as a new paradigm of sustainabledevelopment. The interrelation of environmental…
Ushbu maqolada moliyaviy barqarorlikni baholashning zamonaviy vositasi sifatida sun’iy intellekt asosidastress-test tizimini yaratish metodologiyasi ishlab chiqilgan. Tadqiqotda iqtisodiy o‘zgaruvchanlik sharoitida bank…
Ushbu maqolada korxonalarning bankrotlik ehtimolini aniqlash va erta ogohlantirish tizimini shakllantirishdasun’iy intellekt (AI) hamda mashinaviy o‘qitish (ML) algoritmlarining qo‘llanishi chuqur tahlil qilinadi…