Towards Highly-Efficient k-Nearest Neighbor Algorithm for Big Data Classification
Author:
Affiliation:
1. Zayed University,College of Technological Innovation,Abu Dhabi,U.A.E
2. TAIZ University,Computer Science Department,TAIZ,Yemen
Funder
Zayed University
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10084916/10084921/10085013.pdf?arnumber=10085013
Reference17 articles.
1. Approximate Nearest Neighbor Search on High Dimensional Data — Experiments, Analyses, and Improvement
2. An optimal algorithm for approximate nearest neighbor searching fixed dimensions
3. A new globally adaptive k-nearest neighbor classifier based on local mean optimization
4. Efficient kNN Classification With Different Numbers of Nearest Neighbors
5. Similarity search in high dimensions via hashing;gionis;VLDB,1999
Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Random kernel k-nearest neighbors regression;Frontiers in Big Data;2024-07-01
2. The Impact of Data Normalization on KNN Rendering;Proceedings of the 9th International Conference on Advanced Intelligent Systems and Informatics 2023;2023
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