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Detecting causality from short time-series data based on prediction of topologically equivalent attractors

BACKGROUND: Detecting causality for short time-series data such as gene regulation data is quite important but it is usually very difficult. This can be used in many fields especially in biological systems. Recently, several powerful methods have been set up to solve this problem. However, it usuall...

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Detalles Bibliográficos
Autores principales: Zhang, Ben-gong, Li, Weibo, Shi, Yazhou, Liu, Xiaoping, Chen, Luonan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5763311/
https://www.ncbi.nlm.nih.gov/pubmed/29322924
http://dx.doi.org/10.1186/s12918-017-0512-3