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Knowledge Discovery in Proteomics
Engelsk
Bogcover for Knowledge Discovery in Proteomics af Dennis Wigle, Igor Jurisica, 9780367392178
Specifikationer
Sprog:
Engelsk
Sider:
360
ISBN-13:
9780367392178
Indbinding:
Paperback
ISBN-10:
0367392178
Kategori:
Udg. Dato:
23 okt 2019
Størrelse i cm:
23,4 x 15,6
Oplagsdato:
23 okt 2019
Forfatter(e):

Knowledge Discovery in Proteomics

Engelsk
Paperback 2019
Format:

Bog beskrivelse
Multi-modal representations, the lack of complete and consistent domain theories, rapid evolution of domain knowledge, high dimensionality, and large amounts of missing information - these are challenges inherent in modern proteomics. As our understanding of protein structure and function becomes ever more complicated, we have reached a point where the actual management of data is a major stumbling block to the interpretation of results from proteomic platforms, to knowledge discovery.

Knowledge Discovery in Proteomics presents timely, authoritative discussions on some of the key issues in high-throughput proteomics, exploring examples that represent some of the major challenges of knowledge discovery in the field. The authors focus on five specific domains:

  • Mass spectrometry-based protein analysis
  • Protein-protein interaction network analysis
  • Systematic high-throughput protein crystallization
  • Systematic, integrated analysis of multiple data repositories
  • Systems biology

    In each area, the authors describe the challenges created by the type of data produced and present potential solutions to the problem of data mining within the domain. They take a systems approach, covering individual data and integrating its computational aspects, from data preprocessing, storage, and access to analysis, visualization, and interpretation.

    With clear exposition, practical examples, and rich illustrations, this book presents an outstanding overview of this emerging field, and builds the background needed for the fruitful exchange of ideas between computational and biological scientists.











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    Specifikationer
    Sprog:
    Engelsk
    Sider:
    360
    ISBN-13:
    9780367392178
    Indbinding:
    Paperback
    ISBN-10:
    0367392178
    Kategori:
    Udg. Dato:
    23 okt 2019
    Størrelse i cm:
    23,4 x 15,6
    Oplagsdato:
    23 okt 2019
    Forfatter(e):
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