Improvement of Parallel K-means Algorithm Based on Map Reduce and KD Tree

Author:

Huang Yusu1ORCID

Affiliation:

1. School of Computer Science, Wuhan Donghu University, China

Publisher

ACM

Reference8 articles.

1. Hou X R. An improved K-means clustering algorithm based on hadoop platform[C]//Proc of Cyber Security Intelligence and Analytics. Cham: Springer, 2020: 1101-1109.

2. Text mining with lucene and Hadoop: document clustering with updated rules of NMF non negative matrix factorization[J];Lydia E L;International Journal of Pure and Applied Mathematics

3. Genetic algorithm based parallel K-means data clustering algorithm using Map Reduce programming paradigm on Hadoop environment (GAPKCA)[C]//Proc of the 4th Annual International Conference on Soft Computing and Data Mining. Cham;Alshammari S;Springer

4. A MapReduce-based K-means clustering algorithm

5. Abdalla H B, Ahmed A M, Al Sibahee M A. Optimization driven Map Reduce framework for indexingand retrieval of big data[J]. KSII Transactions on Internet and Information Systems (TIIS), 2020, 14(5):1886-1908.

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