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A text classification method by integrating mobile inverted residual bottleneck convolution networks and capsule networks with adaptive feature channels

Abstract This study proposes a novel text classification model, MBConv-CapsNet, to address large-scale text data classification issues in the Internet era. Integrating the advantages of Mobile Inverted Bottleneck Convolutional Networks and Capsule Networks, this model comprehensively considers text...

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Bibliografiske detaljer
Principais autores: Tao Jin, Jiaming Liu
Format: Artigo
Sprog:Inglês
Udgivet: Nature Portfolio 2025-01-01
Serier:Scientific Reports
Fag:
Online adgang:https://doi.org/10.1038/s41598-025-85237-2
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