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Author Giudici, Paolo.

Title Applied data mining for business and industry / Paolo Giudici, Silvia Figini.

Imprint Chichester, U.K. : Wiley, 2009.


Location Call No. OPAC Message Status
 Axe Books 24x7 IT E-Book  Electronic Book    ---  Available
Edition 2nd ed.
Description 1 online resource (viii, 249 pages) : illustrations
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
Bibliography Includes bibliographical references (pages 237-241) and index.
Contents pt. 1. Methodology. Organisation of the data -- Summary statistics -- Model specification -- Model evaluation -- pt. 2. Business Case Studies. Describing website visitors -- Market basket analysis -- Describing customer satisfaction -- Predicting credit risk of small businesses -- Predicting e-learning student performance -- Predicting customer lifetime value -- Operational risk management.
Summary The increasing availability of data in our current, information-overloaded society has led to the need for valid tools for its modelling and analysis. Data mining and applied statistical methods are the appropriate tools to extract knowledge from such data. This book provides an accessible introduction to data mining methods in a consistent and application-oriented statistical framework, using case studies drawn from real industry projects and highlighting the use of data mining methods in a variety of business applications.
Note Print version record.
Subject Data mining.
Business -- Data processing.
Commercial statistics.
COMPUTERS -- Desktop Applications -- Databases.
COMPUTERS -- Database Management -- General.
COMPUTERS -- System Administration -- Storage & Retrieval.
Business -- Data processing. (OCoLC)fst00842293
Commercial statistics. (OCoLC)fst00869640
Data mining. (OCoLC)fst00887946
Data Mining
Genre/Form Electronic books.
Added Author Figini, Silvia.
Wiley InterScience (Online service)
Other Form: Print version: Giudici, Paolo. Applied data mining for business and industry. 2nd ed. Chichester, U.K. : Wiley, 2009 9780470058862 0470058862 (DLC) 2009008334 (OCoLC)311075482
ISBN 9780470745830
9780470745823 (electronic bk.)
0470745827 (electronic bk.)
9780470058862 (cloth)
9780470058879 (pbk.)
0470058862 (cloth)
0470058870 (pbk.)
Standard No. 10.1002/9780470745830 doi
AU@ 000053276320
CHNEW 000933815
CHVBK 480141592
DEBBG BV043389930
DEBSZ 372811957
DEBSZ 430721234
DEBSZ 484970526
GBVCP 802852769
HEBIS 21582590X
NZ1 13459304

Available items only