cs.CE · 2026-05-23 · No. 8
Computational Engineering, Finance, and Science, 2026-05-23.
1 new papers in cs.CE. Titles, authors,
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01 — The papers
1 entries-
01
Dynamic Hypergraph Representation Learning for Multivariate Time Series without Prior Knowledge
Marco Gregnanin, Johannes De Smedt, Giorgio Gnecco, Maurizio Parton
cs.CE · cs.AI
Hypergraphs have the capacity to capture higher-dimensional relationships among entities across various domains, making them a subject of growing interest within the research community for understanding the structure and dynamics of complex systems. However, a key challenge is the derivation of hypergraph representations from time series data in situations where the structure of the hypergraph is limited or absent. In this study, we propose a...
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