A multi-objective optimization approach for online streaming feature selection using fuzzy Pareto dominance
Feature selection is one of the most important tasks in machine learning. Traditional feature selection methods are inadequate for reducing the dimensionality of online data streams because they assume that the feature space is fixed and every time a feature is added, the algorithm must be executed...
Main Authors: | , , |
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Format: | Article |
Language: | English |
Published: |
Shahid Bahonar University of Kerman
2023-11-01
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Series: | Journal of Mahani Mathematical Research |
Subjects: | |
Online Access: | https://jmmrc.uk.ac.ir/article_3943_cf4a1423bfe62fe3b585aac96b22715d.pdf |