Clustering

• Tác giả: Donald C Wunsch, Rui Xu
• Ngôn ngữ: eng
• ISBN-13: 978-0470382776
• Ký hiệu phân loại: 519.53 Descriptive statistics, multivariate analysis, analysis of variance and covariance
• Thông tin xuất bản: Piscataway, New Jersey : IEEE Press, 2009.
• Mô tả vật lý: 1 PDF (x, 358 pages) : , illustrations.
• Bộ sưu tập: Tài liệu truy cập mở
• ID: 314030
• Chủ đề: 1. Cluster analysis--Data processing; 2. Cluster analysis

Includes bibliographical references and indexes.

Tóm tắt

 This is the first book to take a truly comprehensive look at clustering. It begins with an introduction to cluster analysis and goes on to explore: proximity measures
  hierarchical clustering
  partition clustering
  neural network-based clustering
  kernel-based clustering
  sequential data clustering
  large-scale data clustering
  data visualization and high-dimensional data clustering
  and cluster validation. The authors assume no previous background in clustering and their generous inclusion of examples and references help make the subject matter comprehensible for readers of varying levels and backgrounds.