Cluster Analysis

Cluster Analysis pdf epub mobi txt 电子书 下载 2025

出版者:Wiley
作者:Brian S. Everitt
出品人:
页数:320
译者:
出版时间:2001-7-9
价格:USD 90.00
装帧:Hardcover
isbn号码:9780470689356
丛书系列:
图书标签:
  • 聚类分析
  • 数据挖掘
  • 机器学习
  • 统计学
  • 模式识别
  • 算法
  • 数据分析
  • 人工智能
  • 计算机科学
  • 信息检索
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具体描述

Cluster analysis comprises a range of methods for classifying multivariate data into subgroups. By organising multivariate data into such subgroups, clustering can help reveal the characteristics of any structure or patterns present. These techniques are applicable in a wide range of areas such as medicine, psychology and market research. This fourth edition of the highly successful "Cluster Analysis" represents a thorough revision of the third edition and covers new and developing areas such as classification likelihood and neural networks for clustering. Real life examples are used throughout to demonstrate the application of the theory, and figures are used extensively to illustrate graphical techniques. The book is comprehensive yet relatively non-mathematical, focusing on the practical aspects of cluster analysis.

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