Discovering knowledge in data : an introduction to data mining / Daniel T. Larose.
Discovering knowledge in data : an introduction to data mining / Daniel T. Larose.
Discovering knowledge in data : an introduction to data mining / Daniel T. Larose.
About this item
Full title
Author / Creator
Publisher
Hoboken, N.J. : Wiley-Interscience, c2005.
Call Numbers
N006.312/1
Record Identifier
MMS ID
Language
English
Formats
Physical Description
Physical content
xv, 222 p. : ill. ; 25 cm.
Contents
1. Introduction to data mining -- 2. Data preprocessing -- 3. Exploratory data analysis -- 4. Statistical approaches to estimation and prediction -- 5. k-nearest neighbor algorithm -- 6. Decision trees -- 7. Neural networks -- 8. Hierarchical and k-means clustering -- 9. Kohonen networks -- 10. Asso...
Publication information
Publisher
Hoboken, N.J. : Wiley-Interscience, c2005.
Place of Publication
New Jersey
Date Published
c2005.
Subjects
More information
Scope and Contents
Summary
"Complete with scores of screenshots and diagrams to encourage graphical learning, Discovering Knowledge in Data: An Introduction to Data Mining gives students in Business, Computer Science, and Statistics as well as professionals in the field the power to turn any data warehouse into actionable knowledge."--BOOK JACKET.
Alternative Titles
Full title
Discovering knowledge in data : an introduction to data mining / Daniel T. Larose.
Authors, Artists and Contributors
Author / Creator
Notes
General note
Includes bibliographical references and index.
Contextual Information
Date Copyright
c2005.
Related resource (online)
Other version (online)
Identifiers
Primary Identifiers
Call Numbers
N006.312/1
Record Identifier
74VKp4BRgPab
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/74VKp4BRgPab
Other Identifiers
ISBN
0471666572 (cloth)
9780471666578 (cloth)
DDC
006.312
MMS ID
991019432249702626
