
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 ...