Visual recognition and prediction analysis of China’s real estate index and stock trend based on CNN-LSTM algorithm optimized by neural networks - Chen, Ningyan (PloS one, 2023)
Keywords: Accuracy; Algorithms; Analysis; Artificial neural networks; Bayes Theorem; Bayesian analysis; China; Computer and Information Sciences; Data mining; Economic development; Evaluation; Forecasts and trends; Fourier transforms; Housing prices; Impact analysis; Information management; Loans; Long short-term memory; Mathematical optimization; Neural networks; Neural Networks, Computer; Optimization; Physical Sciences; Prediction models; Real estate; Real estate financing; Real property; Research and Analysis Methods; Securities markets; Social Sciences; Statistical analysis; Statistical methods; Stock exchanges; Stocks; Time series; Transition layers; Trends; Vertical markets; Visual effects; Volatility; China