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To explore the effectiveness of AI models in predicting financial market trends and profitability analysis.

January 1, 2023IEEE AccessOpen Access

A Systematic Survey of AI Models in Financial Market Forecasting for Profitability Analysis

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To explore the effectiveness of AI models in predicting financial market trends and profitability analysis.
Systematic review of studies from 2018 to 2023 using three academic databases.
Three-stage approach for planning, conducting, and analyzing selected studies.
Assessment of models focusing on technical attributes and profitability analysis using stringent quality criteria.
Ensemble and hybrid models with LSTM and SVM are increasingly adopted for forecasting.
Hybrid models utilizing AI for feature engineering show great potential comparable to ensemble techniques.
Many studies focus solely on performance metrics, neglecting profitability metrics and investment strategies.

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Systematic review examines AI forecasting models and profitability metrics in financial markets, suggesting future directions.

Khattak et al. (2023) studied this question.

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