Finding Groups in Data – Introduction to Cluster Analysis
Autor L Kaufmanen Limba Engleză Paperback – 3 mai 2005
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Specificații
ISBN-13: 9780471735786
ISBN-10: 0471735787
Pagini: 368
Dimensiuni: 156 x 234 x 20 mm
Greutate: 0.5 kg
Editura: Wiley
Locul publicării:Hoboken, United States
ISBN-10: 0471735787
Pagini: 368
Dimensiuni: 156 x 234 x 20 mm
Greutate: 0.5 kg
Editura: Wiley
Locul publicării:Hoboken, United States
Public țintă
Ideal for statisticians, applied mathematicians and students in the field.Cuprins
1. Introduction.
2. Partitioning Around Medoids (Program PAM).
3. Clustering large Applications (Program CLARA).
4. Fuzzy Analysis.
5. Agglomerative Nesting (Program AGNES).
6. Divisive Analysis (Program DIANA).
7. Monothetic Analysis (Program MONA).
Appendix 1. Implementation and Structure of the Programs.
Appendix 2. Running the Programs.
Appendix 3. Adapting the Programs to Your Needs.
Appendix 4. The Program CLUSPLOT.
References.
Author Index.
Subject Index.
Descriere
An introduction to the practical application of cluster analysis, Finding Groups in Data presents a selection of methods that together can deal with most applications. These methods are chosen for their robustness, consistency, and general applicability.