PREDICTION ANALYSIS OF INFOBANK15 INDEX USING NADARAYA-WATSON ENVELOPE NON-REPAINTING WITH LONG SHORT-TERM MEMORY (LSTM) AND BIDIRECTIONAL LSTM (BI-LSTM)
Since 1990, the term Econophysics has been gaining popularity. Developed by physicists to address economic issues, econophysics often employed to predict stocks using machine learning approaches, one of which includes Long Short-Term Memory (LSTM) and Bidirectional LSTM (Bi-LSTM). Statistical phy...
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Format: | Final Project |
Language: | Indonesia |
Online Access: | https://digilib.itb.ac.id/gdl/view/78071 |
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Institution: | Institut Teknologi Bandung |
Language: | Indonesia |