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Time-series alignment by non-negative multiple generalized canonical correlation analysis

BACKGROUND: Quantitative analysis of differential protein expressions requires to align temporal elution measurements from liquid chromatography coupled to mass spectrometry (LC/MS). We propose multiple Canonical Correlation Analysis (mCCA) as a method to align the non-linearly distorted time scales...

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Detalles Bibliográficos
Autores principales: Fischer, Bernd, Roth, Volker, Buhmann, Joachim M
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2007
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2230505/
https://www.ncbi.nlm.nih.gov/pubmed/18269698
http://dx.doi.org/10.1186/1471-2105-8-S10-S4