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ZeitZeiger: supervised learning for high-dimensional data from an oscillatory system

Numerous biological systems oscillate over time or space. Despite these oscillators’ importance, data from an oscillatory system is problematic for existing methods of regularized supervised learning. We present ZeitZeiger, a method to predict a periodic variable (e.g. time of day) from a high-dimen...

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Detalles Bibliográficos
Autores principales: Hughey, Jacob J., Hastie, Trevor, Butte, Atul J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4856978/
https://www.ncbi.nlm.nih.gov/pubmed/26819407
http://dx.doi.org/10.1093/nar/gkw030