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Cluster Analysis and Data Mining

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  • 05 December 2014
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No detailed description available for "Cluster Analysis and Data Mining".
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Price: $66.99
Pages: 300
Publisher: De Gruyter
Imprint: Mercury Learning and Information
Publication Date: 05 December 2014
ISBN: 9781938549380
Format: Paperback
BISACs: COMPUTERS / Data Science / General
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King Ronald S. :

Ronald S. King holds a PhD in applied statistics and currently teaches online courses for Tarleton State University (TX). Spanning a career of four decades of teaching and administration at multiple universities, he brings a unique perspective to the fields of statistics, computer science, and information systems. His lifetime career publications have made numerous contributions to these fields.

1) Introduction to Cluster Analysis
2) Overview of Data Mining
3) Hierarchical Clustering
4) Partition Clustering
5) Judgmental Analysis
6) Fuzzy Clustering Models and Applications
7) Classification and Association Rules
8) Cluster Validity
9) Clustering Categorical Data
10) Mining Outliers
11) Model-Based Clustering
12) General Issues

Appendices
Index