Abstract
A lot of of research is devoted to dynamic data mining, which generally contains large amounts of solid, multi-dimensional and high speed datas. Such data are common in everyday applications, such as telephone calls, retail sales, performance, data center, manufacturing operations, among others. A instance particular problem is exploration and mining of textual data stream collections. Th…