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
Author
Subject
Language
eng
Cataloging source
UMI
http://library.link/vocab/creatorDate
1971-
http://library.link/vocab/creatorName
Shmueli, Galit
Illustrations
illustrations
Index
index present
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
Label
Data mining for business intelligence : concepts, techniques, and applications in Microsoft Office Excel with XLMiner, Galit Shmueli, Nitin R. Patel, Peter C. Bruce
Link
http://databases.mvlc.org/connect/safari?uiCode=&xmlId=9780470526828
Instantiates
Publication
Copyright
Note
Description based on print version record
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
ocn699810033
Dimensions
unknown
Edition
2nd ed.
Extent
1 online resource (xxiv, 404 pages)
Form of item
electronic
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations.
Sound
unknown sound
Specific material designation
remote
Stock number
CL0500000082
Label
Data mining for business intelligence : concepts, techniques, and applications in Microsoft Office Excel with XLMiner, Galit Shmueli, Nitin R. Patel, Peter C. Bruce
Link
http://databases.mvlc.org/connect/safari?uiCode=&xmlId=9780470526828
Publication
Copyright
Note
Description based on print version record
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
ocn699810033
Dimensions
unknown
Edition
2nd ed.
Extent
1 online resource (xxiv, 404 pages)
Form of item
electronic
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations.
Sound
unknown sound
Specific material designation
remote
Stock number
CL0500000082

Library Locations

    • Merrimack Valley Library ConsortiumBorrow it
      4 High Street, Suite 175, North Andover, MA, 01845, US
      42.7009413 -71.1255084
Processing Feedback ...