The Resource Data mining for business intelligence : concepts, techniques, and applications in Microsoft Office Excel with XLMiner, Galit Shmueli, Nitin R. Patel, Peter C. Bruce

Data mining for business intelligence : concepts, techniques, and applications in Microsoft Office Excel with XLMiner, Galit Shmueli, Nitin R. Patel, Peter C. Bruce

Label
Data mining for business intelligence : concepts, techniques, and applications in Microsoft Office Excel with XLMiner
Title
Data mining for business intelligence
Title remainder
concepts, techniques, and applications in Microsoft Office Excel with XLMiner
Statement of responsibility
Galit Shmueli, Nitin R. Patel, Peter C. Bruce
Creator
Contributor
Subject
Language
eng
Summary
Data Mining for Business Intelligence, Second Edition uses real data and actual cases to illustrate the applicability of data mining (DM) intelligence in the development of successful business models. Featuring complimentary access to XLMiner, the Microsoft Office Excel add-in, this book allows readers to follow along and implement algorithms at their own speed, with a minimal learning curve. In addition, students and practitioners of DM techniques are presented with hands-on, business-oriented applications. An abundant amount of exercises and examples, now doubled in number in the second edit
Cataloging source
UMI
http://library.link/vocab/creatorDate
1971-
http://library.link/vocab/creatorName
Shmueli, Galit
Dewey number
005.54
Illustrations
illustrations
Index
index present
LC call number
HF5548.2
LC item number
.S44843 2010
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1953-
http://library.link/vocab/relatedWorkOrContributorName
  • Patel, Nitin R.
  • Bruce, Peter C.
http://library.link/vocab/subjectName
  • Business
  • Data mining
  • Business
  • Data mining
  • Business
  • Data mining
Label
Data mining for business intelligence : concepts, techniques, and applications in Microsoft Office Excel with XLMiner, Galit Shmueli, Nitin R. Patel, Peter C. Bruce
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Introduction -- Overview of the data mining process -- Data visualization -- Dimension reduction -- Evaluating classification and predictive performance -- Multiple linear regression -- knearest neighbors (kNN) -- Naive bayes -- Classification and regression trees -- Logistic regression -- Neural nets -- Discriminant analysis -- Association rules -- Cluster Analysis -- Handling time series -- Regression-based forecasting -- Smoothing methods -- Cases
Control code
699810033
Dimensions
unknown
Edition
2nd ed.
Extent
1 online resource (xxiv, 404 pages)
Form of item
online
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations
http://library.link/vocab/ext/overdrive/overdriveId
cl0500000082
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)699810033
Label
Data mining for business intelligence : concepts, techniques, and applications in Microsoft Office Excel with XLMiner, Galit Shmueli, Nitin R. Patel, Peter C. Bruce
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Introduction -- Overview of the data mining process -- Data visualization -- Dimension reduction -- Evaluating classification and predictive performance -- Multiple linear regression -- knearest neighbors (kNN) -- Naive bayes -- Classification and regression trees -- Logistic regression -- Neural nets -- Discriminant analysis -- Association rules -- Cluster Analysis -- Handling time series -- Regression-based forecasting -- Smoothing methods -- Cases
Control code
699810033
Dimensions
unknown
Edition
2nd ed.
Extent
1 online resource (xxiv, 404 pages)
Form of item
online
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations
http://library.link/vocab/ext/overdrive/overdriveId
cl0500000082
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)699810033

Library Locations

    • Ellis LibraryBorrow it
      1020 Lowry Street, Columbia, MO, 65201, US
      38.944491 -92.326012
    • Engineering Library & Technology CommonsBorrow it
      W2001 Lafferre Hall, Columbia, MO, 65211, US
      38.946102 -92.330125
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