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Data Mining in Proteomics From Standards to Applications /

Through the rapid development of proteomics methods and technologies, an enormous amount of data was created, leading to a wide-spread rethinking of strategy design and data interpretation. In Data Mining in Proteomics: From Standards to Applications, experts in the field present these new insights...

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Dades bibliogràfiques
Autor corporatiu: SpringerLink (Online service)
Altres autors: Hamacher, Michael. (Editor, http://id.loc.gov/vocabulary/relators/edt), Eisenacher, Martin. (Editor, http://id.loc.gov/vocabulary/relators/edt), Stephan, Christian. (Editor, http://id.loc.gov/vocabulary/relators/edt)
Format: Electrònic eBook
Idioma:English
Publicat: Totowa, NJ : Humana Press : Imprint: Humana, 2011.
Edició:1st ed. 2011.
Periòdiques:Methods in Molecular Biology, 696
Matèries:
Proteins .
Protein Science.
Accés en línia:https://doi.org/10.1007/978-1-60761-987-1
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Taula de continguts:
  • Instruments and Methods in Proteomics
  • In-Depth Protein Characterization by Mass Spectrometry
  • Analysis of Phosphoproteomics Data
  • The Origin and Early Reception of Sequence Databases
  • Laboratory Data and Sample Management for Proteomics
  • PRIDE and ‘Database on Demand’ as Valuable Tools for Computational Proteomics
  • Analyzing Proteomics Identifications in the Context of Functional and Structural Protein Annotation: Integrating Annotation Using PICR, DAS, and BioMart
  • Tranche Distributed Repository and ProteomeCommons.org
  • Data Standardization by the HUPO-PSI: How Has the Community Benefitted?
  • mzIdentML: An Open Community-Built Standard Format for the Results of Proteomics Spectrum Identification Algorithms
  • Spectra, Chromatograms, Metadata: mzML – The Standard Data Format for Mass Spectrometer Output
  • imzML: Imaging Mass Spectrometry Markup Language – A Common Data Format for Mass Spectrometry Imaging
  • Tandem Mass Spectrometry Spectral Libraries and Library Searching
  • Inter-Lab Proteomics: Data Mining in Collaborative Projects on the Basis of the HUPO Brain Proteome Project´s Pilot Studies
  • Data Management and Data Integration in the HUPO Plasma Proteome Project
  • Statistics in Experimental Design, Preprocessing, and Analysis of Proteomics Data
  • The Evolution of Protein Interaction Networks
  • Cytoscape: Software for Visualization and Analysis of Biological Networks
  • Text Mining for Systems Modelling
  • Identification of Alternatively Spliced Transcripts Using a Proteomic Informatics Approach
  • Distributions of Ion Series in ETD and CID Spectra: Making a Comparison
  • Evaluation of Peak Picking Algorithms for Protein Mass Spectrometry
  • OpenMS and TOPP: Open Source Software for LC-MS Data Analysis
  • LC/MS Data Processing for Label-Free Quantitative Analysis
  • Spectral Properties of Correlation Matrices: Towards Enhanced Spectral Clustering
  • Standards, Databases, and Modeling Tools in Systems Biology
  • Modelling of Cellular Processes: Methods, Data, and Requirements.

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