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ICDE
2002
IEEE

Streaming-Data Algorithms for High-Quality Clustering

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Streaming-Data Algorithms for High-Quality Clustering
Streaming data analysis has recently attracted attention in numerous applications including telephone records, web documents and clickstreams. For such analysis, single-pass algorithms that consume a small amount of memory are critical. We describe such a streaming algorithm that effectively clusters large data streams. We also provide empirical evidence of the algorithm's performance on synthetic and real data streams.
Liadan O'Callaghan, Adam Meyerson, Rajeev Motwani,
Added 01 Nov 2009
Updated 01 Nov 2009
Type Conference
Year 2002
Where ICDE
Authors Liadan O'Callaghan, Adam Meyerson, Rajeev Motwani, Nina Mishra, Sudipto Guha
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