1990 FindingGroupInDataAnIntroToClusterAnalysis
- (Kaufman & Rousseeuw, 1990) ⇒ Leonard Kaufman, Peter J. Rousseeuw. (1990). “Finding Groups in Data. An Introduction to Cluster Analysis.” In: John Wiley & Sons. DOI:10.1002/9780470316801 ISBN:9780471878766.
Subject Headings: Cluster Analysis; Archeological Findings; Social Sciences; Spherical Clusters; Interval-scaled Variables.
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Abstract
An introduction to the practical application of cluster analysis, Finding Groups in Data: An Introduction to Cluster Analysis presents a selection of methods that together can deal with most applications. These methods are chosen for their robustness, consistency, and general applicability. The text discusses the main approaches to clustering and provides guidance in choosing between the available methods. It also discusses various types of data, including interval-scaled and binary variables as well as similarity data and explains how these can be transformed prior to clustering. With numerous exercises to aid learning, Finding Groups in Data: An Introduction to Cluster Analysis provides an invaluable introduction to cluster analysis with an emphasis on methods that are both easy to use and modern.
References
| Author | volume | Date Value | title | type | journal | titleUrl | doi | note | year | |
|---|---|---|---|---|---|---|---|---|---|---|
| 1990 FindingGroupInDataAnIntroToClusterAnalysis | Peter J. Rousseeuw Leonard Kaufman | Finding Groups in Data. An Introduction to Cluster Analysis | 10.1002/9780470316801 |