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TVGeAN: Tensor Visibility Graph-Enhanced Attention Network for Versatile Multivariant Time Series Learning Tasks

This paper introduces Tensor Visibility Graph-enhanced Attention Networks (TVGeAN), a novel graph autoencoder model specifically designed for MTS learning tasks. The underlying approach of TVGeAN is to combine the power of complex networks in representing time series as graphs with the strengths of...

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I tiakina i:
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Kaituhi matua: Mohammed Baz
Hōputu: Artigo
Reo:Inglês
I whakaputaina: MDPI AG 2024-10-01
Rangatū:Mathematics
Ngā marau:
Urunga tuihono:https://www.mdpi.com/2227-7390/12/21/3320
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