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Modelling time-varying interactions in complex systems: the Score Driven Kinetic Ising Model
A common issue when analyzing real-world complex systems is that the interactions between their elements often change over time. Here we propose a new modeling approach for time-varying interactions generalising the well-known Kinetic Ising Model, a minimalistic pairwise constant interactions model...
Autores principales: | Campajola, Carlo, Gangi, Domenico Di, Lillo, Fabrizio, Tantari, Daniele |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9652375/ https://www.ncbi.nlm.nih.gov/pubmed/36369262 http://dx.doi.org/10.1038/s41598-022-23770-0 |
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