Classification Analysis of DNA Microarrays

(11)
Classification Analysis of DNA Microarrays image
ISBN-10:

0470170816

ISBN-13:

9780470170816

Edition: 1
Released: Jun 24, 2013
Format: Hardcover, 736 pages

Description:

Wide coverage of traditional unsupervised and supervised methods and newer contemporary approaches that help researchers handle the rapid growth of classification methods in DNA microarray studies

Proliferating classification methods in DNA microarray studies have resulted in a body of information scattered throughout literature, conference proceedings, and elsewhere. This book unites many of these classification methods in a single volume. In addition to traditional statistical methods, it covers newer machine-learning approaches such as fuzzy methods, artificial neural networks, evolutionary-based genetic algorithms, support vector machines, swarm intelligence involving particle swarm optimization, and more.

Classification Analysis of DNA Microarrays provides highly detailed pseudo-code and rich, graphical programming features, plus ready-to-run source code. Along with primary methods that include traditional and contemporary classification, it offers supplementary tools and data preparation routines for standardization and fuzzification; dimensional reduction via crisp and fuzzy c-means, PCA, and non-linear manifold learning; and computational linguistics via text analytics and n-gram analysis, recursive feature extraction during ANN, kernel-based methods, ensemble classifier fusion.

This powerful new resource:

  • Provides information on the use of classification analysis for DNA microarrays used for large-scale high-throughput transcriptional studies
  • Serves as a historical repository of general use supervised classification methods as well as newer contemporary methods
  • Brings the reader quickly up to speed on the various classification methods by implementing the programming pseudo-code and source code provided in the book
  • Describes implementation methods that help shorten discovery times

Classification Analysis of DNA Microarrays is useful for professionals and graduate students in computer science, bioinformatics, biostatistics, systems biology, and many related fields.

Best prices to buy, sell, or rent ISBN 9780470170816




Frequently Asked Questions about Classification Analysis of DNA Microarrays

You can buy the Classification Analysis of DNA Microarrays book at one of 20+ online bookstores with BookScouter, the website that helps find the best deal across the web. Currently, the best offer comes from and is $ for the .

The price for the book starts from $114.80 on Amazon and is available from 13 sellers at the moment.

At BookScouter, the prices for the book start at $65.00. Feel free to explore the offers for the book in used or new condition from various booksellers, aggregated on our website.

If you’re interested in selling back the Classification Analysis of DNA Microarrays book, you can always look up BookScouter for the best deal. BookScouter checks 30+ buyback vendors with a single search and gives you actual information on buyback pricing instantly.

As for the Classification Analysis of DNA Microarrays book, the best buyback offer comes from and is $ for the book in good condition.

The Classification Analysis of DNA Microarrays book is in very low demand now as the rank for the book is 8,946,032 at the moment. A rank of 1,000,000 means the last copy sold approximately a month ago.

Not enough insights yet.