Clustering

Clustering pdf epub mobi txt 电子书 下载 2025

出版者:Wiley-IEEE Press
作者:Rui Xu
出品人:
页数:368
译者:
出版时间:2008-10-24
价格:USD 116.95
装帧:Hardcover
isbn号码:9780470276808
丛书系列:
图书标签:
  • Machine_Learning 
  • MachineLearning 
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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.

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