A Parallel Implementation of the K Nearest Neighbours Classifier in Three Levels: Threads, MPI Processes and the Grid

Author:

Aparício G.,Blanquer I.,Hernández V.

Publisher

Springer Berlin Heidelberg

Reference7 articles.

Cited by 7 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. Improving the Performance of the K-Nearest Neighbors Algorithm with Parallelization in Dask;2024 20th CSI International Symposium on Artificial Intelligence and Signal Processing (AISP);2024-02-21

2. Classification Algorithms and Dataflow Implementation;Advances in Systems Analysis, Software Engineering, and High Performance Computing;2022-03-11

3. Hybrid (CPU/GPU) Exact Nearest Neighbors Search in High-Dimensional Spaces;IFIP Advances in Information and Communication Technology;2022

4. Automatic Diabetes and Liver Disease Diagnosis and Prediction Through SVM and KNN Algorithms;Advances in Intelligent Systems and Computing;2021

5. Parallel Implementation of kNN Algorithm for Breast Cancer Detection;Evolution in Computational Intelligence;2020-09-09

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