Fundamentals of Data Mining in Genomics and Proteomics
(Sprache: Englisch)
This book presents state-of-the-art analytical methods from statistics and data mining for the analysis of high-throughput data from genomics and proteomics. It adopts an approach focusing on concepts and applications and presents key analytical techniques...
Leider schon ausverkauft
versandkostenfrei
Buch
112.34 €
56 DeutschlandCard Punkte
sammeln
- Lastschrift, Kreditkarte, Paypal, Rechnung
- Kostenlose Rücksendung
- Ratenzahlung möglich
Produktdetails
Produktinformationen zu „Fundamentals of Data Mining in Genomics and Proteomics “
This book presents state-of-the-art analytical methods from statistics and data mining for the analysis of high-throughput data from genomics and proteomics. It adopts an approach focusing on concepts and applications and presents key analytical techniques for the analysis of genomics and proteomics data by detailing their underlying principles, merits and limitations.
Klappentext zu „Fundamentals of Data Mining in Genomics and Proteomics “
This book presents state-of-the-art analytical methods from statistics and data mining for the analysis of high-throughput data from genomics and proteomics. It adopts an approach focusing on concepts and applications and presents key analytical techniques for the analysis of genomics and proteomics data by detailing their underlying principles, merits and limitations.
Inhaltsverzeichnis zu „Fundamentals of Data Mining in Genomics and Proteomics “
- Preface- List of Contributors
- Introduction to Genomic and Proteomic Data Analysis
- Design Principles for Microarray Investigations
- Pre-Processing DNA Microarray Data
- Pre-Processing Mass Spectrometry Data
- Visualization in Genomics and Proteomics
- Clustering - Class Discovery in the Post-Genomic Era
- Feature Selection and Dimensionality Reduction in Genomics and Proteomics
- Resampling Strategies for Model Assessment and Selection
- Classification of Genomic and Proteomic Data Using Support Vector Machines
- Networks in Cell Biology
- Identifying Important Explanatory Variables for Time-Varying Outcomes
- Text Mining in Genomics and Proteomics
- Index
Bibliographische Angaben
- Autor: Dubitzky
- 2006, 281 Seiten, Maße: 16,7 x 24,1 cm, Gebunden, Englisch
- Herausgegeben:Dubitzky, Werner; Granzow, Martin; Berrar, Daniel P.
- Herausgegeben: Werner Dubitzky, Martin Granzow, Daniel P. Berrar
- Verlag: Springer
- ISBN-10: 0387475087
- ISBN-13: 9780387475080
Sprache:
Englisch
Kommentar zu "Fundamentals of Data Mining in Genomics and Proteomics"
0 Gebrauchte Artikel zu „Fundamentals of Data Mining in Genomics and Proteomics“
| Zustand | Preis | Porto | Zahlung | Verkäufer | Rating |
|---|
Schreiben Sie einen Kommentar zu "Fundamentals of Data Mining in Genomics and Proteomics".
Kommentar verfassen