OSFS‐Vague: Online streaming feature selection algorithm based on vague set

Abstract Online streaming feature selection (OSFS), as an online learning manner to handle streaming features, is critical in addressing high‐dimensional data. In real big data‐related applications, the patterns and distributions of streaming features constantly change over time due to dynamic data...

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Bibliographic Details
Main Authors: Jie Yang, Zhijun Wang, Guoyin Wang, Yanmin Liu, Yi He, Di Wu
Format: Article
Language:English
Published: Wiley 2024-12-01
Series:CAAI Transactions on Intelligence Technology
Subjects:
Online Access:https://doi.org/10.1049/cit2.12327
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