Bioprocess data mining using regularized regression and random forests

BACKGROUND: In bioprocess development, the needs of data analysis include (1) getting overview to existing data sets, (2) identifying primary control parameters, (3) determining a useful control direction, and (4) planning future experiments. In particular, the integration of multiple data sets caus...

Descripción completa

Detalles Bibliográficos
Autores principales: Hassan, Syeda Sakira, Farhan, Muhammad, Mangayil, Rahul, Huttunen, Heikki, Aho, Tommi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3750505/
https://www.ncbi.nlm.nih.gov/pubmed/24268049
http://dx.doi.org/10.1186/1752-0509-7-S1-S5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3750505/
https://www.ncbi.nlm.nih.gov/pubmed/24268049
http://dx.doi.org/10.1186/1752-0509-7-S1-S5

Ejemplares similares