Applied Data Mining

CHAPTER 10

Data Stream

Data stream mining is an important issue because it is the basis for numerous

applications, such as network traffic, web searches, sensor network

processing, and so on. Data stream mining aims to determine the patterns

or structures of continuous data. Such patterns of structures may be used

later to infer possible events that could occur. Data streams exhibit unique

dynamics in that such data can be read only once. This feature presents a

limitation to numerous traditional strategies from analyzing data streams

because such techniques always assume that all data could be stored in

limited storage. Thus, data stream mining ...