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The Resource Descriptive Data Mining

Descriptive Data Mining

Label
Descriptive Data Mining
Title
Descriptive Data Mining
Creator
Subject
Language
eng
Member of
Cataloging source
MiAaPQ
Literary form
non fiction
Nature of contents
dictionaries
Series statement
Computational Risk Management Ser
Descriptive Data Mining
Label
Descriptive Data Mining
Link
http://libproxy.rpi.edu/login?url=https://ebookcentral.proquest.com/lib/rpi/detail.action?docID=4768843
Publication
Copyright
Related Contributor
Related Location
Related Agents
Related Authorities
Related Subjects
Related Items
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Book Concept -- Preface -- Contents -- 1 Knowledge Management -- Computer Support Systems -- Examples of Knowledge Management -- Data Mining Descriptive Applications -- Summary -- References -- 2 Data Visualization -- Data Visualization -- R Software -- Loan Data -- Energy Data -- Basic Visualization of Time Series -- Conclusion -- References -- 3 Market Basket Analysis -- Definitions -- Co-occurrence -- Demonstration -- Fit -- Profit -- Lift -- Market Basket Limitations -- References -- 4 Recency Frequency and Monetary Model -- Dataset 1 -- Balancing Cells -- Lift -- Value Function -- Data Mining Classification Models -- Logistic Regression -- Decision Tree -- Neural Networks -- Dataset 2 -- Conclusions -- References -- 5 Association Rules -- Methodology -- The APriori Algorithm -- Association Rules from Software -- Non-negative Matric Factorization -- Conclusion -- References -- 6 Cluster Analysis -- K-Means Clustering -- A Clustering Algorithm -- Anchor 4 -- Clustering Methods Used in Software -- Software -- R (Rattle) K-Means Clustering -- Other R Clustering Algorithms -- KNIME -- WEKA -- Software Output for Original Data -- R Clustering -- WEKA -- Summary -- References -- 7 Link Analysis -- Link Analysis Terms -- Basic Network Graphics with NodeXL -- Link Analysis Application with PolyAnalyst (Olson and Shi 2007) -- Summary -- References -- 8 Descriptive Data Mining -- Index
http://library.link/vocab/cover_art
https://contentcafe2.btol.com/ContentCafe/Jacket.aspx?Return=1&Type=S&Value=9789811033407&userID=ebsco-test&password=ebsco-test
Dimensions
unknown
http://library.link/vocab/discovery_link
{'f': 'http://opac.lib.rpi.edu/record=b4393286'}
Extent
1 online resource (120 pages)
Form of item
online
Isbn
9789811033407
Media category
computer
Media MARC source
rdamedia
Media type code
c
Sound
unknown sound
Specific material designation
remote

Library Locations

    • Folsom LibraryBorrow it
      110 8th St, Troy, NY, 12180, US
      42.729766 -73.682577
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