Principles of Data Mining by Hand, David J.

Principles of Data Mining

The first truly interdisciplinary text on data mining, blending the contributions of information science, computer science, and...
¥33,111 JPY
¥33,111 JPY
SKU: 9780262082907
Product Type: Books
Please hurry! Only 0 left in stock
Author: David J. Hand
Format: Hardcover
Language: English
Subtotal: ¥33,111
10 customers are viewing this product
Principles of Data Mining by Hand, David J.

Principles of Data Mining

¥33,111

Principles of Data Mining

¥33,111
Author: David J. Hand
Format: Hardcover
Language: English
The first truly interdisciplinary text on data mining, blending the contributions of information science, computer science, and statistics.

The growing interest in data mining is motivated by a common problem across disciplines: how does one store, access, model, and ultimately describe and understand very large data sets? Historically, different aspects of data mining have been addressed independently by different disciplines. This is the first truly interdisciplinary text on data mining, blending the contributions of information science, computer science, and statistics.

The book consists of three sections. The first, foundations, provides a tutorial overview of the principles underlying data mining algorithms and their application. The presentation emphasizes intuition rather than rigor. The second section, data mining algorithms, shows how algorithms are constructed to solve specific problems in a principled manner. The algorithms covered include trees and rules for classification and regression, association rules, belief networks, classical statistical models, nonlinear models such as neural networks, and local memory-based models. The third section shows how all of the preceding analysis fits together when applied to real-world data mining problems. Topics include the role of metadata, how to handle missing data, and data preprocessing.



Author: David J. Hand, Heikki Mannila, Padhraic Smyth
Publisher: Bradford Book
Published: 08/17/2001
Pages: 578
Binding Type: Hardcover
Weight: 2.66lbs
Size: 9.33h x 8.29w x 1.30d
ISBN: 9780262082907
Audience: Young Adult

This title is not returnable
This title is only available via back order

Returns Policy

You may return most new, unopened items within 30 days of delivery for a full refund. We'll also pay the return shipping costs if the return is a result of our error (you received an incorrect or defective item, etc.).

You should expect to receive your refund within four weeks of giving your package to the return shipper, however, in many cases you will receive a refund more quickly. This time period includes the transit time for us to receive your return from the shipper (5 to 10 business days), the time it takes us to process your return once we receive it (3 to 5 business days), and the time it takes your bank to process our refund request (5 to 10 business days).

If you need to return an item, simply login to your account, view the order using the "Complete Orders" link under the My Account menu and click the Return Item(s) button. We'll notify you via e-mail of your refund once we've received and processed the returned item.

Shipping

We can ship to virtually any address in the world. Note that there are restrictions on some products, and some products cannot be shipped to international destinations.

When you place an order, we will estimate shipping and delivery dates for you based on the availability of your items and the shipping options you choose. Depending on the shipping provider you choose, shipping date estimates may appear on the shipping quotes page.

Please also note that the shipping rates for many items we sell are weight-based. The weight of any such item can be found on its detail page. To reflect the policies of the shipping companies we use, all weights will be rounded up to the next full pound.

Related Products

Recently Viewed Products