A D Gordon

Classification, 2nd Edition

• Broschiertes Buch

Produktbeschreibung

"Business, government, and industry all need efficient and accurate methods of summarizing and extracting information from the huge amounts of data collected and stored electronically. Thoroughly updated, the second edition of this popular text presents graphical and clustering methods.

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Produktdetails

• Verlag: Taylor & Francis Ltd (Sales)
• 2nd edition
• Seitenzahl: 272
• Erscheinungstermin: 7. Oktober 2019
• Englisch
• Abmessung: 229mm x 152mm x 14mm
• Gewicht: 363g
• ISBN-13: 9780367399665
• ISBN-10: 0367399660
• Artikelnr.: 58059785

Autorenporträt

Gordon, A.D.

Inhaltsangabe

Introduction Classification, Assignment, and Dissection Aims of
Classification Stages in a Numerical Classification Data Sets Measures of
Similarity and Dissimilarity Introduction Selected Measures of Similarity
and Dissimilarity Some Difficulties Construction of Relevant Measures
Partitions Partitioning Criteria Iterative Relocation Algorithms
Mathematical Programming Other Partitioning Algorithms How Many Clusters?
Links with Statistical Models Hierarchical Classifications Definitions and
Representations Algorithms Choice of Clustering Strategy Consensus Trees
More General Tree Models Other Clustering Procedures Fuzzy Clustering
Constrained Classification Overlapping Classification Conceptual Clustering
Classification of Symbolic Data Partitions of Partitions Graphical
Representations Introduction Principal Coordinates Analysis Non-Metric
Multidimensional Scaling Interactive Graphics and Self-Organizing Maps
Biplots Cluster Validation and Description Introduction Cluster Validation
Cluster Description References Author Index Subject Index