Articles liés à Knowledge Discovery In Proteomics

Knowledge Discovery In Proteomics - Couverture rigide

Jurisica, Igor; Wigle, Dennis

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

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
    2005
    Langue
    anglais
    ISBN 10 
    1584884398
    ISBN 13 
    9781584884392
    Reliure
    Relié
    Nombre de pages
    318
    Coordonnées du fabricant
    non disponible
    Personne responsable
    non disponible