k-NN Query Optimization for High-Dimensional Index Using Machine Learning

k-NN Query Optimization for High-Dimensional Index Using Machine Learning

In this study, we propose three k-nearest neighbor (k-NN) optimization techniques for a distributed, in-memory-based, high-dimensional indexing method to speed up content-based image retrieval. The proposed techniques perform distributed, in-memory, high-dimensional indexing-based k-NN query optimiz...

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Bibliographic Details
Main Authors: Dojin Choi, Jiwon Wee, Sangho Song, Hyeonbyeong Lee, Jongtae Lim, Kyoungsoo Bok, Jaesoo Yoo
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Electronics
Subjects:
query optimization
data distribution
image retrieval
k-NN
high-dimensional index
machine learning
Online Access:https://www.mdpi.com/2079-9292/12/11/2375

Internet

https://www.mdpi.com/2079-9292/12/11/2375

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