Based on this research, Wei Ran Lab has conducted big data analysis, trained millions of samples, and selected the Random Forest algorithm to identify threats in encrypted communication traffic.

The forecast of ship traffic flow can effectively improve the ability of channel management. One of the difficulties of forecasting lies in the non-linear characteristics of traffic flow distribution ...

The main objective of this study is to explore and evaluate the application potential of combining Sixth Generation (6G) technology and random forest (RF) algorithm in the intelligent traffic safety ...

Nature. Decision Tree: A single decision tree structure used in making decisions based on features of the dataset. Random Forest: An ensemble of multiple decision trees that combine the output for ...