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Başlık:
Discovering knowledge in data an introduction to data mining
Yazar:
Larose, Daniel T.
ISBN:
9780471687535
9780471687542
9780471666578
Yayın Bilgileri:
Hoboken, N.J. : Wiley-Interscience, ©2005.
Fiziksel Tanımlama:
1 online resource (xv, 222 pages) : illustrations
Özet:
Annotation Learn Data Mining by doing data miningData mining can be revolutionary-but only when it's done right. The powerful black box data mining software now available can produce disastrously misleading results unless applied by a skilled and knowledgeable analyst. Discovering Knowledge in Data: An Introduction to Data Mining provides both the practical experience and the theoretical insight needed to reveal valuable information hidden in large data sets. Employing a "white box" methodology and with real-world case studies, this step-by-step guide walks readers through the various algorithms and statistical structures that underlie the software and presents examples of their operation on actual large data sets. Principal topics include:* Data preprocessing and classification* Exploratory analysis* Decision trees* Neural and Kohonen networks* Hierarchical and k-means clustering* Association rules* Model evaluation techniquesComplete with scores of screenshots and diagrams to encourage graphical learning, Discovering Knowledge in Data: An Introduction to Data Mining gives students in Business, Computer Science, and Statistics as well as professionals in the field the power to turn any data warehouse into actionable knowledge. An Instructor's Manual presenting detailed solutions to all the problems in the book is available online.
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Elektronik Erişim:
Click for informationBooks24x7 http://www.books24x7.com/marc.asp?bookid=12378
Ebook Library http://public.eblib.com/choice/publicfullrecord.aspx?p=225794
ebrary http://site.ebrary.com/id/10114096
EBSCOhost http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=127312
John Wiley http://dx.doi.org/10.1002/0471687545
MyiLibrary http://www.myilibrary.com?id=27529
Table of contents http://catdir.loc.gov/catdir/toc/ecip0415/2004003680.html
Contributor biographical information http://catdir.loc.gov/catdir/enhancements/fy0616/2004003680-b.html
Publisher description http://catdir.loc.gov/catdir/description/wiley042/2004003680.html
Kopya:
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Kütüphane | Materyal Türü | Demirbaş Numarası | Yer Numarası | Durumu/İade Tarihi | Materyal Ayırtma |
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Arıyor... | E-Kitap | 318842-1001 | ONLINE(318842.1) | Arıyor... | Arıyor... |