Comparing MapReduce-Based k-NN Similarity Joins on Hadoop for High-Dimensional Data

2017 ◽  
pp. 63-75 ◽  
Author(s):  
Přemysl Čech ◽  
Jakub Maroušek ◽  
Jakub Lokoč ◽  
Yasin N. Silva ◽  
Jeremy Starks
Keyword(s):  
High Dimensional Data ◽  
High Dimensional ◽  
Similarity Joins

Parallel similarity joins on massive high-dimensional data using MapReduce

2015 ◽  
Vol 28 (1) ◽  
pp. 166-183 ◽  
Author(s):  
Youzhong Ma ◽  
Xiaofeng Meng ◽  
Shaoya Wang
Keyword(s):  
High Dimensional Data ◽  
High Dimensional ◽  
Similarity Joins

Pivot-based approximate k-NN similarity joins for big high-dimensional data

2020 ◽  
Vol 87 ◽  
pp. 101410 ◽  
Author(s):  
Přemysl Čech ◽  
Jakub Lokoč ◽  
Yasin N. Silva
Keyword(s):  
High Dimensional Data ◽  
High Dimensional ◽  
Similarity Joins

Similarity joins for high‐dimensional data using Spark

2019 ◽  
Vol 31 (20) ◽  
Author(s):  
Chuitian Rong ◽  
Xiaohai Cheng ◽  
Ziliang Chen ◽  
Na Huo
Keyword(s):  
High Dimensional Data ◽  
High Dimensional ◽  
Similarity Joins

A Fast Clustering Algorithm for Large-scale and High Dimensional Data

2009 ◽  
Vol 35 (7) ◽  
pp. 859-866
Author(s):  
Ming LIU ◽  
Xiao-Long WANG ◽  
Yuan-Chao LIU
Keyword(s):  
Large Scale ◽  
Clustering Algorithm ◽  
High Dimensional Data ◽  
High Dimensional
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