IDX Forecast
Context
Published in JCSTS
Research on analysing and predicting Indonesia Stock Exchange share prices with Long Short-Term Memory networks, published in the Journal of Computer Science and Technology Studies.
The study
Starting from my capstone on BBRI share prices, I compared machine learning models on IDX stocks, then implemented and validated an LSTM model for price analysis and prediction.
Where it went
The work became my final project and a paper in Al-Kindi’s JCSTS in June 2024. A year earlier, at SENOVTIK 2023, I presented a comparison of KNN, linear regression and SVM for price prediction.