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Cluster Analysis and Data Mining de Ronald S. King

Cluster Analysis and Data Mining

Autor Ronald S. King
en Limba Engleză Paperback – 5 dec 2014
Cluster analysis is used in data mining and is a common technique for statistical data analysis used in many fields of study, such as the medical & life sciences, engineering, and in computer science. This book is applicable to either a course on clustering and classification or as a companion text for a first class in applied statistics.
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Specificații

ISBN-13: 9781938549380
ISBN-10: 1938549384
Pagini: 332
Dimensiuni: 178 x 229 x 19 mm
Greutate: 0.57 kg
Ediția:1. Auflage
Editura: Mercury Learning and Information

Notă biografică

Spanning a career of four decades of teaching and administration at multiple universities, Dr. Ron King 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 and he currently teaches online courses for Tarleton State University.

Cuprins

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.