Fast instance selection method for SVM training based on fuzzy distance metric
Author:
Funder
Fundamental Research Funds for the Central Universities
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence
Link
https://link.springer.com/content/pdf/10.1007/s10489-022-04447-7.pdf
Reference54 articles.
1. Acampora G, Herrera F, Tortora G et al (2018) A multi-objective evolutionary approach to training set selection for support vector machine. Knowl-Based Syst 147:94–108
2. Almasi ON, Rouhani M (2016) Fast and de-noise support vector machine training method based on fuzzy clustering method for large real world datasets. Turkish J Elect Eng Compu Sci 24(1):219–233
3. Angiulli F (2005) Fast condensed nearest neighbor rule. In: Proceedings of the 22nd international conference on machine learning, pp 25–32
4. Arnaiz-González Á , Díez-Pastor JF, Rodríguez JJ et al (2016) Instance selection of linear complexity for big data. Knowl-Based Syst 107:83–95
5. Assheton P, Hunter A (2011) A shape-based voting algorithm for pedestrian detection and tracking. Patt Recognit 44(5):1106–1120
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. Toward effective SVM sample reduction based on fuzzy membership functions;Chemometrics and Intelligent Laboratory Systems;2024-09
2. Fast and De-noise Instance Selection Method for SVMs Training Based on Clustering and Intuitionistic Fuzzy Number;Lecture Notes in Computer Science;2024
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