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[ACM Press the 19th international conference - Raleigh, North Carolina, USA (2010.04.26-2010.04.30)] Proceedings of the 19th international conference on World wide web - WWW '10 - Web-scale knowledge extraction from semi-structured tables

โœ Scribed by Crestan, Eric; Pantel, Patrick

Book ID
126600030
Publisher
ACM Press
Year
2010
Tongue
English
Weight
823 KB
Category
Article
ISBN
1605587990

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โœฆ Synopsis

Www '10: The 19th International World Wide Web Conference Apr 26, 2010-apr 30, 2010 Raleigh, Usa. You Can View More Information About This Proceeding And All Of Acms Other Published Conference Proceedings From The Acm Digital Library: Http://www.acm.org/dl.

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[ACM Press the 19th international conference - Raleigh, North Carolina, USA (2010.04.26-2010.04.30)] Proceedings of the 19th international conference on World wide web - WWW '10 - Web-scale k-means clustering
โœ Sculley, D. ๐Ÿ“‚ Article ๐Ÿ“… 2010 ๐Ÿ› ACM Press ๐ŸŒ English โš– 265 KB

We present two modifications to the popular k-means clustering algorithm to address the extreme requirements for latency, scalability, and sparsity encountered in user-facing web applications. First, we propose the use of mini-batch optimization for k-means clustering. This reduces computation cost