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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.

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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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Published Boca Raton, Fl. Language English View all editions Prev Next edition 4 of 4.

Knowledge Discovery in Proteomics

Other Authors Wigle, Dennis. Summary "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. Current status and future perspectives of mass spectrometry 4.

Graph theory analysis of protein-protein interactions 5. HTP protein crystallization approaches 6.


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  5. From Bulk to Nano: The Many Sides of Magnetism: 117 (Springer Series in Materials Science).
  6. Integration of diverse data, algorithms, and domains 7. From high-throughput to systems biology.

    Using the PRIDE proteomics identifications database for knowledge discovery and data analysis.

    Includes bibliographical references and index. View online Borrow Buy Freely available Show 0 more links Related resource Publisher description at http: Skip to main content Skip to main navigation menu Skip to site footer. Downloads Download data is not yet available. Application of data mining and artificial intelligence techniques to mass spectrometry data for knowledge discovery. Inteligencia Artificial , [S.