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...

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Bibliographic Details
Main Authors: Amin Hashemi, Mohammad-Reza Pajoohan, Mohammad Bagher Dowlatshahi
Format: Article
Language:English
Published: Shahid Bahonar University of Kerman 2023-11-01
Series:Journal of Mahani Mathematical Research
Subjects:
Online Access:https://jmmrc.uk.ac.ir/article_3943_cf4a1423bfe62fe3b585aac96b22715d.pdf