As a popular machine learning model, decision trees classify and generalize well, but face
challenges in engineering applications: 1) Sensitivity to perturbations and lack of …

Decision trees rank among the most popular and efficient classification methods. They are
used to represent rules for recursively partitioning the data space into regions from which …

Modeling count-valued time series has been receiving increasing attention since count time
series naturally arise in physical and social domains. Poisson gamma dynamical systems …

In many data analysis applications, it is often reasonable to assume that the response
variable increases or decreases in relation to one or more attributes or features. These …