Review Paper on Concept Drifting Data Stream Mining

Provided by: International Journal of Computer Science and Network
Topic: Data Management
Format: PDF
The data stream in dynamic and emerging environment such as e-commerce, financial data analysis, sensor systems, social networking and many more fields, that possess distribution. The term concepts refer to the whole distribution of the problem in a certain point in time and hence the concept drift represents a change in distribution of the problem. Data stream that constantly changes with time due to some hidden concepts that exhibit varying degree of drift, often the magnitude and the frequency of drifting concept are not known apriori, which is very difficult to handle, because of inadequacy of traditional techniques.

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