Lybrary.com: ebooks and download videos Search All  Title  Author 
Home / Nonfiction / Computers / Database Management / Database Mining

Data Classification: Algorithms and Applications

$92.95
| £76.84 | €88.13 | Ca$126.50 | Au$123.60
by Charu C. Aggarwal
What is this?DRM-PDF | by download   add to wish list
Data Classification: Algorithms and Applications by Charu C. Aggarwal

Comprehensive Coverage of the Entire Area of Classification Research on the problem of classification tends to be fragmented across such areas as pattern recognition, database, data mining, and machine learning. Addressing the work of these different communities in a unified way, Data Classification: Algorithms and Applications explores the underlying algorithms of classification as well as applications of classification in a variety of problem domains, including text, multimedia, social network, and biological data. This comprehensive book focuses on three primary aspects of data classification: Methods-The book first describes common techniques used for classification, including probabilistic methods, decision trees, rule-based methods, instance-based methods, support vector machine methods, and neural networks. Domains-The book then examines specific methods used for data domains such as multimedia, text, time-series, network, discrete sequence, and uncertain data. It also covers large data sets and data streams due to the recent importance of the big data paradigm. Variations-The book concludes with insight on variations of the classification process. It discusses ensembles, rare-class learning, distance function learning, active learning, visual learning, transfer learning, and semi-supervised learning as well as evaluation aspects of classifiers.

To view this DRM protected ebook on your desktop or laptop you will need to have Adobe Digital Editions installed. It is a free software. We also strongly recommend that you sign up for an AdobeID at the Adobe website. For more details please see FAQ 1&2. To view this ebook on an iPhone, iPad or Android mobile device you will need the Adobe Digital Editions app, or BlueFire Reader or Txtr app. These are free, too. For more details see this article.


SHARE  Share by Email  Share on Facebook  Share on Twitter  Share on Linked In  Share on Delicious
or call in the US toll free 1-888-866-9150 product ID: 736606

Ebook Details
Pages: 707
Size: 11.9 MB
Publisher: CRC Press
Date published:   2014
ISBN: 9781466586758 (DRM-PDF)

DRM Settings
Copying:not allowed
Printing:not allowed
Read Aloud:  not allowed

Territory Restrictions
This ebook will NOT be sold to customers with a billing address in:
India

This product is listed in the following categories:

Nonfiction > Computers > Machine Theory
Nonfiction > Business & Economics > Statistics
Nonfiction > Computers > Database Management > Database Mining

This author has products in the following categories:

Nonfiction > Computers > Machine Theory
Nonfiction > Business & Economics > Statistics
Nonfiction > Computers > Database Management > Database Mining

If you find anything wrong with this product listing, perhaps the description is wrong, the author is incorrect, or it is listed in the wrong category, then please contact us. We will promptly address your feedback.

Submit 5 page SummaryWhat is this?

03/23/2017
© 2017 Lybrary.com