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ESA
2008
Springer

126views Algorithms» more ESA 2008»

Space-Time Tradeoffs for Proximity Searching in Doubling Spaces

13 years 11 months ago

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Abstract. We consider approximate nearest neighbor searching in metric spaces of constant doubling dimension. More formally, we are given a set S of n points and an error bound &g...

Sunil Arya, David M. Mount, Antoine Vigneron, Jian...

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MA
2010
Springer

206views Communications» more MA 2010»

Quantization and clustering with Bregman divergences

13 years 8 months ago

Download www.lsta.upmc.fr

This paper deals with the quantization problem of a random variable X taking values in a separable and reexive Banach space, and with the related question of clustering independ...

Aurélie Fischer

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ISAAC
2010
Springer

266views Algorithms» more ISAAC 2010»

Structural and Complexity Aspects of Line Systems of Graphs

13 years 7 months ago

Download www.ksi.mff.cuni.cz

We study line systems in metric spaces induced by graphs. A line is a subset of vertices defined by a relation of betweeness. We show that the class of all graphs having exactly k ...

Jozef Jirásek, Pavel Klavík

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PKDD
2009
Springer

110views Data Mining» more PKDD 2009»

Reconstructing Data Perturbed by Random Projections When the Mixing Matrix Is Known

14 years 4 months ago

Download www.cs.adelaide.edu.au

Yingpeng Sang, Hong Shen, Hui Tian

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