0
Your cart

Your cart is empty

Books > Computing & IT > Applications of computing > Databases > Data mining

Buy Now

The Top Ten Algorithms in Data Mining (Hardcover) Loot Price: R2,913
Discovery Miles 29 130
The Top Ten Algorithms in Data Mining (Hardcover): Xindong Wu, Vipin Kumar

The Top Ten Algorithms in Data Mining (Hardcover)

Xindong Wu, Vipin Kumar

Series: Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

 (sign in to rate)
Loot Price R2,913 Discovery Miles 29 130 | Repayment Terms: R273 pm x 12*

Bookmark and Share

Expected to ship within 12 - 17 working days

Identifying some of the most influential algorithms that are widely used in the data mining community, The Top Ten Algorithms in Data Mining provides a description of each algorithm, discusses its impact, and reviews current and future research. Thoroughly evaluated by independent reviewers, each chapter focuses on a particular algorithm and is written by either the original authors of the algorithm or world-class researchers who have extensively studied the respective algorithm.

The book concentrates on the following important algorithms: C4.5, k-Means, SVM, Apriori, EM, PageRank, AdaBoost, kNN, Naive Bayes, and CART. Examples illustrate how each algorithm works and highlight its overall performance in a real-world application. The text covers key topics?including classification, clustering, statistical learning, association analysis, and link mining?in data mining research and development as well as in data mining, machine learning, and artificial intelligence courses.

By naming the leading algorithms in this field, this book encourages the use of data mining techniques in a broader realm of real-world applications. It should inspire more data mining researchers to further explore the impact and novel research issues of these algorithms.

General

Imprint: Chapman & Hall/CRC
Country of origin: United States
Series: Chapman & Hall/CRC Data Mining and Knowledge Discovery Series
Release date: April 2009
First published: April 2009
Editors: Xindong Wu • Vipin Kumar
Dimensions: 234 x 156 x 59mm (L x W x T)
Format: Hardcover
Pages: 232
ISBN-13: 978-1-4200-8964-6
Categories: Books > Computing & IT > General theory of computing > Data structures
Books > Computing & IT > Computer programming > Algorithms & procedures
Books > Computing & IT > Applications of computing > Databases > Data mining
LSN: 1-4200-8964-1
Barcode: 9781420089646

Is the information for this product incomplete, wrong or inappropriate? Let us know about it.

Does this product have an incorrect or missing image? Send us a new image.

Is this product missing categories? Add more categories.

Review This Product

No reviews yet - be the first to create one!

Partners