Author

Esmaeil Taheripour

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Open access Jul 2026

A multi-objective portfolio optimization model incorporating sentiment analysis of quarterly reports and LSTM-based price prediction

This work proposes an innovative three-stage approach to constructing stock portfolios that incorporates risk, return, and sentiment-derived trend features, and solves this model using the Weighted Goal Programming (WGP) method.

Esmaeil Taheripour, Seyed Jafar Sadjadi, Babak Amiri · PLoS ONE · 0 citations