TY  - BOOK
AU  - Neda Bagheri (Ed.)
AU  - Rudiyanto Gunawan (Ed.)
AB  - Networks of coordinated interactions among biological entities govern a myriad of biological functions that span a wide range of both length and time scales—from ecosystems to individual cells and from years to milliseconds. For these networks, the concept “the whole is greater than the sum of its parts” applies as a norm rather than an exception. Meanwhile, continued advances in molecular biology and high-throughput technology have enabled a broad and systematic interrogation of whole-cell networks, allowing the investigation of biological processes and functions at unprecedented breadth and resolution—even down to the single-cell level. The explosion of biological data, especially molecular-level intracellular data, necessitates new paradigms for unraveling the complexity of biological networks and for understanding how biological functions emerge from such networks. These paradigms introduce new challenges related to the analysis of networks in which quantitative approaches such as machine learning and mathematical modeling play an indispensable role. The Special Issue on “Biological Networks” showcases advances in the development and application of in silico network modeling and analysis of biological systems.
DO  - 10.3390/books978-3-03897-434-5
ID  - OAPEN ID: 29842
KW  - Pathway crosstalk
KW  - Alzheimer’s disease
KW  - Bioenergy crops
KW  - Model identification
KW  - Metabolic networks
KW  - Host–pathogen interactions
KW  - Single cell
KW  - Parameter sensitivity
KW  - Tuberculosis
KW  - Multivariate statistical analysis
KW  - Systems biology
KW  - Biological networks
KW  - Mathematical modeling
KW  - Lignin biosynthesis
KW  - Design of experiments
L1  - https://www.mdpi.com/books/pdfview/book/1057
LA  - English
LK  - https://directory.doabooks.org/handle/20.500.12854/42229
PB  - MDPI - Multidisciplinary Digital Publishing Institute
PY  - 2019
SN  - 9783038974345
SN  - 9783038974338
TI  - Biological Networksnull
ER  - 
