金融工程：AI识图关注红利低波、银行、地产

• The report utilizes convolutional neural networks (CNN) to model the relationship between charted price-volume data and future prices, mapping learned features to industry thematic indices[74][75] - The thematic indices configured using CNN include the CSI Dividend Low Volatility Index, CSI Bank Index, CSI 800 Bank Index, CSI Mainland Real Estate Thematic Index, and CSI 800 Real Estate Index[75] - The CNN-based approach focuses on standardizing price-volume data into charts for analysis, as referenced in prior deep learning studies like "AI Recognition and Classification of Stock Price Trends Based on Convolutional Neural Networks"[74]