Szczegóły publikacji
Opis bibliograficzny
Tumor simulation by using supermodeling – an example of a new concept of data assimilation in modeling of complex systems / Adrian KŁUSEK // W: Winter simulation conference 2017 [Dokument elektroniczny] : [3–6 December 2017, Las Vegas, USA] : proceedings / eds. W. K. V. Chan, [et al.]. — Wersja do Windows. — Dane tekstowe. — [USA : IEEE], cop. 2017. — (Proceedings of the Winter Simulation Conference ; ISSN 1558-4305). — e-ISBN: 978-1-5386-3428-8. — S. 4640–4641. — Bibliogr. s. 4641, Abstr.
Autor
Dane bibliometryczne
| ID BaDAP | 113578 |
|---|---|
| Data dodania do BaDAP | 2018-05-18 |
| DOI | 10.1109/WSC.2017.8248244 |
| Rok publikacji | 2017 |
| Typ publikacji | materiały konferencyjne (aut.) |
| Otwarty dostęp |  |
| Wydawca | Institute of Electrical and Electronics Engineers (IEEE) |
| Konferencja | 2017 Winter Simulation Conference |
| Czasopismo/seria | Proceedings of the Winter Simulation Conference |
Abstract
We introduce a new concept of data assimilation in simulation of complex systems, such as tumor proliferation, by using supermodeling paradigm. We demonstrate that the integration of the supermodel with real data involves learning only a limited number of sub-model coupling coefficients instead of a lot of parameters of a single, usually complex and overfitted cancer model.