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» Sublinear time approximate clustering
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212
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SIGMOD
2009
ACM
235views Database» more  SIGMOD 2009»
16 years 21 days ago
Quality and efficiency in high dimensional nearest neighbor search
Nearest neighbor (NN) search in high dimensional space is an important problem in many applications. Ideally, a practical solution (i) should be implementable in a relational data...
Yufei Tao, Ke Yi, Cheng Sheng, Panos Kalnis
199
Voted
SIGMOD
2008
ACM
164views Database» more  SIGMOD 2008»
16 years 19 days ago
Finding frequent items in probabilistic data
Computing statistical information on probabilistic data has attracted a lot of attention recently, as the data generated from a wide range of data sources are inherently fuzzy or ...
Qin Zhang, Feifei Li, Ke Yi
101
Voted
WABI
2009
Springer
132views Bioinformatics» more  WABI 2009»
15 years 7 months ago
mpscan: Fast Localisation of Multiple Reads in Genomes
Abstract. With Next Generation Sequencers, sequence based transcriptomic or epigenomic assays yield millions of short sequence reads that need to be mapped back on a reference geno...
Eric Rivals, Leena Salmela, Petteri Kiiskinen, Pet...
103
Voted
SIGECOM
2006
ACM
135views ECommerce» more  SIGECOM 2006»
15 years 6 months ago
Finding equilibria in large sequential games of imperfect information
Finding an equilibrium of an extensive form game of imperfect information is a fundamental problem in computational game theory, but current techniques do not scale to large games...
Andrew Gilpin, Tuomas Sandholm
115
Voted
SODA
2008
ACM
126views Algorithms» more  SODA 2008»
15 years 1 months ago
On distributing symmetric streaming computations
A common approach for dealing with large data sets is to stream over the input in one pass, and perform computations using sublinear resources. For truly massive data sets, howeve...
Jon Feldman, S. Muthukrishnan, Anastasios Sidiropo...