Methods in Molecular Biology

Data Mining in Proteomics

From Standards to Applications

Editors: Hamacher, Michael, Eisenacher, Martin, Stephan, Christian (Eds.)

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  • Presents an international look at the cutting-edge of proteomics study
  • Contains practical, concrete examples of the most invaluable current technologies along with detailed applications of those technologies
  • Includes chapters with implementation advice straight from the experience of expert researchers
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  • ISBN 978-1-60761-987-1
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Hardcover $179.99
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Softcover $179.00
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About this book

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 within the proteomics community, taking the historical evolution as well as the most important international standardization projects into account. Along with basic and sophisticated overviews of proteomics technologies, standard data formats, and databases, the volume features chapters on data interpretation strategies including statistics, spectra interpretation, and analysis environments as well as specialized tasks such as data annotation, peak picking, phosphoproteomics, spectrum libraries, LC/MS imaging, and splice isoforms. As a part of the highly successful Methods in Molecular Biology™ series, this work provides the kind of detailed description and implementation advice that is crucial for getting optimal results. Authoritative and cutting-edge, Data Mining in Proteomics: From Standards to Applications is a well-balanced compendium for beginners and experts, offering a broad scope of data mining topics but always focusing on the current state-of-the-art and beyond.

Reviews

From the reviews:

“The field of data mining in proteomics is currently extremely dynamic while encompassing a wide range of specialties, topics and implications, and so is this book. … This is a very interesting compendium of theoretical, almost philosophical contributions next to requirements and tools with suggestions for their integration. Overall the book is a valuable aid for beginners and for experts as well; moreover, it provides some stimulating materials for discussion in an open perspective.” (Molecular Biotechnology, February, 2012)


Table of contents (27 chapters)

Table of contents (27 chapters)

Buy this book

eBook $139.00
price for USA in USD
  • ISBN 978-1-60761-987-1
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $179.99
price for USA in USD
Softcover $179.00
price for USA in USD
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Bibliographic Information

Bibliographic Information
Book Title
Data Mining in Proteomics
Book Subtitle
From Standards to Applications
Editors
  • Michael Hamacher
  • Martin Eisenacher
  • Christian Stephan
Series Title
Methods in Molecular Biology
Series Volume
696
Copyright
2011
Publisher
Humana Press
Copyright Holder
Springer Science+Business Media, LLC
eBook ISBN
978-1-60761-987-1
DOI
10.1007/978-1-60761-987-1
Hardcover ISBN
978-1-60761-986-4
Softcover ISBN
978-1-4939-5803-0
Series ISSN
1064-3745
Edition Number
1
Number of Pages
XII, 461
Topics