Random Forest, an ensemble method, effectively captured complex interactions, making it a strong candidate for financial forecasting. Gradient Boosting refined predictions through iterative learning, ...

This article presents a novel method for measuring the mass flow rate of gas-liquid two-phase flow based on the multi-sensor data fusion and soft computing model. A multi-sensor system comprising a ...

The paper proposes a new voting technology for random forest trees – the Positional Approach to the Voting Function Formation (PAVFF). In contrast to existing forms of organizing the voting of random ...

Random Forests. Machine Learning, 45, 5-32. Login. ... ESA’s Sentinel-1 SAR, and Sentinel-2 optical imagery—using a Random Forest algorithm. The approach addressed key limitations of sparse GEDI ...