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Multi-view twin random vector functional link for classification problems

delete2026-07-28
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PRE
AI
J
Jyoti Maurya
D
Deepak Gupta *
DOI:10.1016/j.asoc.2026.116097delete
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Abstract

Abstract

En 中文
• Propose a novel multi-view twin RVFL (MvTRVFL) which can potentially achieve better generalization performance. • MvTRVFL enhances the robustness of the model to noise and missing data in individual views. • We provide rigorous mathematical frameworks for MvTRVFL, leveraging the TRVFL topology. • Extensive experiments on various UCI repository datasets have been performed to validate the effectiveness of our proposed model.

Journal

Applied Soft Computing cover
Applied Soft Computing
IF:
6.6
Papers:
1.4W
Citations:
4.8W

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No organization information available