THE POTENTIAL OF HYBRID LSTM-GENERATIVE AI ECO-MODEL IN FORECASTING FINANCIAL AND ECONOMIC INDICATORS

THE POTENTIAL OF HYBRID LSTM-GENERATIVE AI ECO-MODEL IN FORECASTING FINANCIAL AND ECONOMIC INDICATORS

This study presents the development and evaluation of The Hybrid LSTM- Generative AI ECO-Model for forecasting financial and economic indicators such as EUR/USD exchange rate, utilizing a combination of Long Short-Term Memory (LSTM) networks and generative AI models (GPT-2 and Llama- 3.2-1B). Th...

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Bibliographic Details
Main Authors: Andrii Ivashchenk, Tetiana Ivashchenko
Format: Article
Language:English
Published: Oikos Institute - Research Center Bijeljina 2025-07-01
Series:Collection of Papers New Economy
Subjects:
financial forecasting
economic indicators prediction
lstm- generative ai model
currency exchange rate
hybrid ai modelling
sentiment analysis
eco-model
Online Access:https://conference.oikosinstitut.org/files/proc/Vol3No1/13.pdf
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https://conference.oikosinstitut.org/files/proc/Vol3No1/13.pdf

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