Addressing the challenge of predicting the trend of industry index net value, this paper introduces a statistical analysis method based on supervised learning algorithms. This method processes data from recent years for indices such as the National ...

For the evaluation of English teachers teaching abilities, we should develop corresponding teaching resource allocation plans and evaluate them. To quickly evaluate the business English teaching model, this article proposes an evaluation method for ...

The application of the Randomised Matrix Weighting Algorithm (RMWA) has greatly contributed to the construction industry's quest for effective Whole Life Cycle Project Cost Management (WLPCM). This paper provides a comprehensive study of the application ...

As the core equipment of the substation, the stable operation of the transformer is the key to the normal operation of the power system. Aiming at the high cost and difficulty of regular maintenance and inspection of transformers, this paper proposes an ...

With the development and application of big data technology, the analysis of consumer behavior has become more in-depth and accurate. This research focuses on the application of big data analysis in consumer behavior pattern recognition, using a variety ...

With the digital era as the background, many companies are making digital transformation through digital technologies such as artificial intelligencethe. Digital transformation has changed the organizational structure and operating model of the ...

This study is devoted to exploring the application of time series forecasting models in RMB exchange rate movements, and focuses on comparing the forecasting effects of the traditional ARIMA model and the deep learning-based LSTM model. By comparing the ...