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A k -mean-directions Algorithm for Fast Clustering of Data on the Sphere

✍ Scribed by Maitra, Ranjan; Ramler, Ivan P.


Book ID
124159623
Publisher
American Statistical Association
Year
2010
Tongue
English
Weight
634 KB
Volume
19
Category
Article
ISSN
1061-8600

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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.