Clustering

Know about the book -

Clustering is written by Rui Xu and published by John Wiley & Sons. It's available with International Standard Book Number or ISBN identification 0470382783 (ISBN 10) and 9780470382783 (ISBN 13).

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.