SUN’IY INTELLEKT ORQALI MOLIYAVIY RISKLARNI PROGNOZLASH IMKONIYATLARI: EKONOMETRIK TAHLIL VA EMPIRIK MODELLASHTIRISH
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inflyatsion jarayonlar, valyuta risklari, moliyaviy risklar, Random Forest, kredit defolti, inflyatsiya prognozi, mashinali o‘rganish, ekonometrik tahlil.Abstrak
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.
Iqtiboslar
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