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Scientific data mining : a practical perspective
Author
Title
Scientific data mining : a practical perspective / Chandrika Kamath.
ISBN
9780898716757
0898716756
Published
Philadelphia : Society for Industrial and Applied Mathematics, c2009.
Physical Description
xviii, 286 p. : ill. ; 26 cm.
Format
Books
Language
English
Added to Catalog
May 07, 2009
Bibliography
Includes bibliographical references (p. 235-277) and index.
Contents
Data mining in science and engineering
Common themes in mining scientific data
The scientific data mining process
Reducing the size of the data
Fusing different data modalities
Enhancing image data
Finding objects in the data
Extracting features describing the objects
Reducing the dimension of the data
Finding patterns in the data
Visualizing the data and validating the results
Scientific data mining systems
Lessons learned, challenges, and opportunities.
Subjects
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