Improved LSTM hyperparameters alongside sentiment walk-forward validation for time series prediction
Year of publication: |
2025
|
---|---|
Authors: | Wahyuddin, Eko Putra ; Caraka, Rezzy Eko ; Kurniawan, Robert ; Caesarendra, Wahyu ; Gio, Prana Ugiana ; Pardamean, Bens |
Published in: |
Journal of open innovation : technology, market, and complexity. - Basel : MDPI, ISSN 2199-8531, ZDB-ID 2832108-X. - Vol. 11.2025, 1, Art.-No. 100458, p. 1-12
|
Subject: | LSTM | Sentiment analysis | Stock price prediction | Time series modeling | Validation methods | Prognoseverfahren | Forecasting model | Zeitreihenanalyse | Time series analysis | Börsenkurs | Share price | Theorie | Theory | Emotion |
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