Data Stream Mining Algorithms - A Review of Issues and Existing Approaches

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Provided by: Engg Journals Publications
Topic: Data Management
Format: PDF
More and more applications such as traffic modeling, military sensing and tracking, online data processing etc., generate a large amount of data streams every day. Efficient knowledge discovery of such data streams is an emerging active research area in data mining with broad applications. Different from data in traditional static databases, data streams typically arrive continuously in high speed with huge amount and changing data distribution. This raises new issues that need to be considered when developing association rule mining techniques for stream data.
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