SUN’IY INTELLEKT ORQALI MOLIYAVIY RISKLARNI PROGNOZLASH IMKONIYATLARI: EKONOMETRIK TAHLIL VA EMPIRIK MODELLASHTIRISH
Jild 5 son 13 (2026): Zamonaviy dunyoda ilm-fan va texnologiya 188-191
Annotatsiya
Sun’iy intellekt texnologiyalarining moliyaviy risklarni prognozlashdagi imkoniyatlari iqtisodiyot nazariyasi, ekonometrik modellashtirish va empirik tahlil nuqtai nazaridan tizimli ravishda o‘rganiladi. Mashinali o‘rganish algoritmlari – xususan, “Random Forest” modeli – asosida korxonalarning to‘lov qobiliyati, kredit defolti va likvidlik risklarini bashorat qilish samaradorligi baholanadi. Shuningdek, O‘zbekiston iqtisodiyoti sharoiti uchun amaliy tavsiyalar ishlab chiqilgan.
Kalit soʻzlar:
Iqtiboslar
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Goodell J.W., et al. Interpretable AI for financial risk perception: A machine learning approach to corporate crisis prediction // Finance Research Letters. – 2026. – Vol. 89. – P. 109317.
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