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. Generating Data and Applying Machine Learning Methods for Music Genre Classification
   Bit-Chan Eom, Dong-Hwi Cho, Choon-Sung Nam, Vol. 25, No. 4, pp. 57-64, Aug. 2024
   10.7472/jksii.2024.25.4.57
   Keywords: Music genre classification, Machine Learning, Music feature extraction, GTZAN, Support Vector Machine
3. 3. A Study on Machine Learning-Based Real-Time Gesture Classification Using EMG Data
   Ha-Je Park, Hee-Young Yang, So-Jin Choi, Dae-Yeon Kim, Choon-Sung Nam, Vol. 25, No. 2, pp. 57-67, Apr. 2024
   10.7472/jksii.2024.25.2.57
   Keywords: EMG, Machine Learning, Real time gestuer classification, EMG data preprocessing