Biological Network Analysis: Trends, Approaches, Graph Theory, and Algorithms
Autor Pietro Hiram Guzzi, Swarup Royen Limba Engleză Paperback – 11 mai 2020
- Presents recent advances in biological network analysis, combining Graph Theory, Graph Analysis, and various network models
- Discusses three major biological networks, including Gene Regulatory Networks (GRN), Protein-Protein Interaction Networks (PPIN) and Human Brain Connectomes
- Includes a discussion of various graph theoretic and data analytics approaches
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Specificații
ISBN-13: 9780128193501
ISBN-10: 0128193506
Pagini: 210
Ilustrații: 200 illustrations (50 in full color)
Dimensiuni: 191 x 235 mm
Greutate: 0.37 kg
Editura: ELSEVIER SCIENCE
ISBN-10: 0128193506
Pagini: 210
Ilustrații: 200 illustrations (50 in full color)
Dimensiuni: 191 x 235 mm
Greutate: 0.37 kg
Editura: ELSEVIER SCIENCE
Public țintă
Students and researchers in biomedical engineering and computational biology who are interested in biological network analysis for biological modellingCuprins
1. Introduction2. Preliminaries of Graph Theory3. Graph Analysis4. Complex Network Models5. Graph Databases in Bioinformatics and Computational Biology6. Gene Regulatory Networks-Inference and Analysis7. Protein Protein Interaction Networks8. Brain Connectomes and Analysis9. Conclusion