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2 dimensional kd trees - PowerPoint PPT Presentation

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Lecture outline. Nearest-neighbor search in low dimensions kd-trees Nearest-neighbor search in high dimensions LSH Applications to data mining. Definition. Given: a set X of n points in R d Nearest neighbor: for any query point q ? R d return the point x ? X minimizing D(x,q)

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2 dimensional kd trees - PowerPoint PPT Presentation

Lecture outline