Digital Library

1. 1. Price Prediction Analysis Using Unidirectional and Bidirectional LSTM Models Based on Technical Indicators
   Jong-woo Ryu, Geon-hee Baek, Choon-Sung Nam, Vol. 26, No. 3, pp. 111-119, Jun. 2025
   10.7472/jksii.2025.26.3.111
   Keywords: Stock Price Prediction, LSTM, Features, Unidirectional, Bidirectional, RMSE
2. 2. Deep Prediction of Stock Prices with K-Means Clustered Data Augmentation
   Kyounghoon Han, Huigyu Yang, Hyunseung Choo, Vol. 24, No. 2, pp. 67-74, Apr. 2023
   10.7472/jksii.2023.24.2.67
   Keywords: Stock Price Prediction, clustering, data augmentation, Deep Learning, Artificial intelligence
3. 3. An Accurate Cryptocurrency Price Forecasting using Reverse Walk-Forward Validation
   Hyun Ahn, Baekcheol Jang, Vol. 23, No. 4, pp. 45-55, Aug. 2022
   10.7472/jksii.2022.23.4.45
   Keywords: Cryptocurrency, Price Prediction, Machine Learning