This paper is organized as follows. Chapter 2 describes related works for real-time data mining, while Chapter 3 introduces the CanTree-GTree algorithm in detail. Chapter 4 gives a real-time data mining process for CanTree-GTree algorithm together with an example, and shows the analyses of experimental results for our algorithm against CanTree-CanTree,CanTree-FP-tree, and CPSTree algorithm.