Knowledge Discovery in Proteomics - Couverture souple

Jurisica, Igor; Wigle, Dennis

 
9780367392178: Knowledge Discovery in Proteomics
Couverture souple
ISBN 10 : 0367392178 ISBN 13 : 9780367392178
Editeur : Chapman & Hall/CRC, 2019

Synopsis

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.

    • Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

    À propos de l'auteur

    Jurisica, Igor; Wigle, Dennis

    Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

    Éditeur
    Chapman & Hall/CRC
    Date d'édition
    2019
    Langue
    anglais
    ISBN 10 
    0367392178
    ISBN 13 
    9780367392178
    Reliure
    Broché
    Nombre de pages
    318
    Coordonnées du fabricant
    Buchpark GmbH
    https://www.buchpark.de

    Krügerweg 1
    Trebbin
    Brandenburg
    14959
    Allemagne

    Autres éditions populaires du même titre

    9781584884392: Knowledge Discovery In Proteomics

    Edition présentée

    ISBN 10 :  1584884398 ISBN 13 :  9781584884392
    Editeur : Chapman & Hall/CRC, 2005
    Couverture rigide