Clustering

副标题: IEEE Press Series on Computational Intelligence

ISBN: 9780470276808

出版社: Wiley-IEEE Press

出版年: 2008-10-24

页数: 368

定价: USD 116.95

装帧: Hardcover

内容简介

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.