主题词：Complex Systems and Time Series Analysis; Stock Market Forecasting Methods; Market Dynamics and Volatility; Monetary Policy and Economic Impact; Financial Risk and Volatility Modeling; Economic theories and models; Stochastic processes and financial applications; Financial Markets and Investment Strategies; Financial Distress and Bankruptcy Prediction; Energy Load and Power Forecasting; Forecasting Techniques and Applications; Risk and Portfolio Optimization; Credit Risk and Financial Regulations; Game Theory and Applications; Energy, Environment, Economic Growth; Banking stability, regulation, efficiency; Auction Theory and Applications; Climate Change Policy and Economics; Blockchain Technology Applications and Security; Capital Investment and Risk Analysis; Economic Theory and Policy; Imbalanced Data Classification Techniques; Statistical Methods and Inference; Housing Market and Economics; Neural Networks and Applications