Telescope indexing for k-nearest neighbor search algorithms over high dimensional data & large data sets

Abstract When k-Nearest-Neighbors ( $$k$$ -NN) was conceived more than 70 years ago, computation, as we use it now, would be hardly recognizable. Since then, technology has improved by orders of magnitude, including unprecedented connectivity. However, $$k$$ -NN has remained virtually unchanged, exp...

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Bibliographic Details
Main Authors: Madhavan K R, Hasan Kurban, Oguzhan M. Kulekci, Mehmet M. Dalkilic
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-09856-5
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