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Decoding Latent Spaces: Assessing the Interpretability of Time Series Foundation Models for Visual Analytics

The present study explores the interpretability of latent spaces produced by time series foundation models, focusing on their potential for visual analysis tasks. Specifically, we evaluate the MOMENT family of models, a set of transformer-based, pre-trained architectures for multivariate time serie...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Inmaculada Santamaria-Valenzuela, Victor Rodriguez-Fernandez, Javier Huertas-Tato, Jong Hyuk Park, David Camacho
Hōputu: Artigo
Reo:Inglês
I whakaputaina: Universidad Internacional de La Rioja (UNIR) 2026-05-01
Rangatū:International Journal of Interactive Multimedia and Artificial Intelligence
Ngā marau:
Urunga tuihono:https://www.ijimai.org/index.php/ijimai/article/view/6558
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