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» EM in High Dimensional Spaces

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ICDM
2003
IEEE

111views Data Mining» more ICDM 2003»

OP-Cluster: Clustering by Tendency in High Dimensional Space

15 years 3 months ago

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Clustering is the process of grouping a set of objects into classes of similar objects. Because of unknownness of the hidden patterns in the data sets, the deﬁnition of similari...

Jinze Liu, Wei Wang 0010

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STOC
1999
ACM

74views Algorithms» more STOC 1999»

Subquadratic Approximation Algorithms for Clustering Problems in High Dimensional Spaces

15 years 2 months ago

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Allan Borodin, Rafail Ostrovsky, Yuval Rabani

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VLDB
1998
ACM

112views Database» more VLDB 1998»

A Quantitative Analysis and Performance Study for Similarity-Search Methods in High-Dimensional Spaces

15 years 2 months ago

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Roger Weber, Hans-Jörg Schek, Stephen Blott

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VLDB
2000
ACM

114views Database» more VLDB 2000»

The A-tree: An Index Structure for High-Dimensional Spaces Using Relative Approximation

15 years 1 months ago

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We propose a novel index structure, A-tree (Approximation tree), for similarity search of high-dimensional data. The basic idea of the

Yasushi Sakurai, Masatoshi Yoshikawa, Shunsuke Uem...

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EVOW
2008
Springer

93views Artificial Intelligence» more EVOW 2008»

Truncation Selection and Gaussian EDA: Bounds for Sustainable Progress in High-Dimensional Spaces

15 years 2 days ago

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