نتایج جستجو برای: false nearest neighbors

تعداد نتایج: 109844  

Journal: :IEEE Transactions on Computers 1975

2017
Piotr Sankowski Piotr Wygocki

In this paper, we report progress on answering the open problem presented by Pagh [11], who considered the nearest neighbor search without false negatives for the Hamming distance. We show new data structures for solving the c-approximate nearest neighbors problem without false negatives for Euclidean high dimensional space R. These data structures work for any c = ω( √ log logn), where n is th...

2012
Yue Lin Rong Jin Deng Cai Xiaofei He

High dimensional nearest neighbor search is a fundamental problem and has found applications in many domains. Although many hashing based approaches have been proposed for approximate nearest neighbor search in high dimensional space, one main drawback is that they often return many false positives that need to be filtered out by a post procedure. We propose a novel method to address this limit...

Journal: :Journal of Multivariate Analysis 1992

Journal: :Annals of Translational Medicine 2016

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