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Ernesto Contreras-Torres

affiliation not provided to SSRN

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SigTR-Net: A Volcano Seismic Signal Classifier Network-Based on Transformer Models

Number of pages: 23 Posted: 11 Jun 2026
Kevin Huertas, Noel Pérez-Pérez, Diego S. Benitez, Oscar Camacho, Felix Martinez-Rios, Edgar A. Márquez, Ernesto Contreras-Torres, Nestor Cubillan and Cesar R. García-Jacas
affiliation not provided to SSRN, Universidad San Francisco de Quito USFQ, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Universidad del Norte, affiliation not provided to SSRN, Universidad del Atlantico and affiliation not provided to SSRN
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Volcano seismic signal classification Transformer models, Waveform analysisSelf-attention mechanismsExplainable AIVolcano monitoring