Cover image for Data Mining The Textbook
Title:
Data Mining The Textbook
Author:
Aggarwal, Charu C. author.
ISBN:
9783319141428
Edition:
1st ed. 2015.
Physical Description:
XXIX, 734 p. 180 illus., 173 illus. in color. online resource.
Contents:
Introduction to Data Mining -- Data Preparation -- Similarity and Distances -- Association Pattern Mining -- Association Pattern Mining: Advanced Concepts -- Cluster Analysis -- Cluster Analysis: Advanced Concepts -- Outlier Analysis -- Outlier Analysis: Advanced Concepts -- Data Classification -- Data Classification: Advanced Concepts -- Mining Data Streams -- Mining Text Data -- Mining Time-Series Data -- Mining Discrete Sequences -- Mining Spatial Data -- Mining Graph Data -- Mining Web Data -- Social Network Analysis -- Privacy-Preserving Data Mining.
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