1 – An overview of data mining

Data mining is the process of discovering knowledge from data, which consists of many steps. In each step, different techniques can be applied. In this chapter, we first present the data mining process model. Then, we discuss each step in this process with special emphasis on the key data modeling methods such as frequent pattern mining, discriminative pattern mining, classification, regression, and clustering. Finally, we suggest several data mining textbooks for further readings.