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Indexing high-dimensional data for main-memory similarity search

Xiaohui Yu, Junfeng Dong
2010 Information Systems  
In this paper, we propose a novel index structure, the CSR + -tree, to support efficient high-dimensional similarity search in main memory.  ...  Our results show that the CSR + -tree consistently outperforms other index structures. (J. Dong). Information Systems 35 (2010) 825-843  ...  Acknowledgments This work was supported in part by an NSERC Discovery Grant, the Program for New Century Excellent Talents in University (NCET-10-0532), an NSFC Grant (No. 60903108), and the SAICT Experts  ... 
doi:10.1016/j.is.2010.05.001 fatcat:afaqjvmbazgetnx3clfryz25mm