Data stream mining

Data Stream Mining is the process of extracting knowledge structures from continuous, rapid data records.A data stream is an ordered sequence of… (More)
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Papers overview

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Highly Cited
2014
Highly Cited
2014
Every day, huge volumes of sensory, transactional, and web data are continuously generated as streams, which need to be analyzed… (More)
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Highly Cited
2010
Highly Cited
2010
Micro-blogs are a challenging new source of information for data mining techniques. Twitter is a micro-blogging service built to… (More)
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2009
2009
There are many examples of data streams, including computer network traffic, telecommunication network calls, supermarket… (More)
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2009
2009
In resource-constrained devices, adaptation of data stream processing to variations of data rates and availability of resources… (More)
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2008
2008
On-line data stream mining has attracted much research interest, but systems that can be used as a workbench for online mining… (More)
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Highly Cited
2006
Highly Cited
2006
KDD is a complex and demanding task. While a large number of methods has been established for numerous problems, many challenges… (More)
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2005
2005
In this demo, we show that intelligent load shedding is essential in achieving optimum results in mining data streams under… (More)
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Review
2005
Review
2005
The recent advances in hardware and software have enabled the capture of different measurements of data in a wide range of fields… (More)
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2004
2004
The dissemination of data stream systems, wireless networks and mobile devices motivates the need for an efficient data analysis… (More)
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Highly Cited
2004
Highly Cited
2004
A data stream is a continuous, huge, fast changing, rapid, infinite sequence of data elements. The nature of streaming data makes… (More)
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