2 papers
cs.LG2026
GNN for Structural Displacement Prediction
Hung-Fu Chang, Tzu-Kang Lin, Yung-Li Cheng
Accurate prediction of structural displacements under external loading is fundamental to structural health monitoring and seismic safety assessment. Although the finite element met…
q-fin.ST2024
Leveraging Fundamental Analysis for Stock Trend Prediction for Profit
John Phan, Hung-Fu Chang
This paper investigates the application of machine learning models, Long Short-Term Memory (LSTM), one-dimensional Convolutional Neural Networks (1D CNN), and Logistic Regression (…