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A clustering algorithm for multiple data streams based on spectral component similarity

✍ Scribed by Ling Chen; Ling-Jun Zou; Li Tu

Book ID
113662222
Publisher
Elsevier Science
Year
2012
Tongue
English
Weight
676 KB
Volume
183
Category
Article
ISSN
0020-0255

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We present a fast general-purpose algorithm for high-throughput clustering of data ''with a twodimensional organization''. The algorithm is designed to be implemented with FPGAs or custom electronics. The key feature is a processing time that scales linearly with the amount of data to be processed.