Principles of Data Mining (Undergraduate Topics in Computer Science)

$59.95 $47.96

Data Mining, the automatic extraction of implicit and potentially useful information from data, is increasingly used in commercial, scientific and other application areas. Principles of Data Mining explains and explores

Quantity

Data Mining, the automatic extraction of implicit and potentially useful information from data, is increasingly used in commercial, scientific and other application areas. Principles of Data Mining explains and explores the principal techniques of Data Mining: for classification, association rule mining and clustering. Each topic is clearly explained and illustrated by detailed worked examples, with a focus on algorithms rather than mathematical formalism. It is written for readers without a strong background in mathematics or statistics, and any formulae used are explained in detail. This second edition has been expanded to include additional chapters on using frequent pattern trees for Association Rule Mining, comparing classifiers, ensemble classification and dealing with very large volumes of data. Principles of Data Mining aims to help general readers develop the necessary understanding of what is inside the ‘black box’ so they can use commercial data mining packages discriminatingly, as well as enabling advanced readers or academic researchers to understand or contribute to future technical advances in the field. Suitable as a textbook to support courses at undergraduate or postgraduate levels in a wide range of subjects including Computer Science, Business Studies, Marketing, Artificial Intelligence, Bioinformatics and Forensic Science.

Author

Max Bramer

Binding

Paperback

EAN

9780387927152

EANList

9780387927152, 9781447148838

Edition

2nd ed. 2013

ISBN

0387927158

IsEligibleForTradeIn

1

ItemDimensions

906, hundredths-inches, 91, hundredths-inches, 140, hundredths-pounds, 606, hundredths-inches

Label

Springer

Languages

English, Unknown, English, Original Language, English, Published

Manufacturer

Springer

NumberOfItems

1

NumberOfPages

440

ProductGroup

Book

PublicationDate

2013-03-08

Publisher

Springer

ReleaseDate

2013-02-25

Studio

Springer

TradeInValue

1916, USD, $19.16