𝔖 Bobbio Scriptorium
✦   LIBER   ✦

Spatial Cluster Modelling

✍ Scribed by Andrew B. Lawson, David G.T. Denison


Book ID
127450503
Publisher
Chapman and Hall/CRC
Year
2002
Tongue
English
Weight
9 MB
Series
Monographs on Statistics and Applied Probability
Edition
1
Category
Library
ISBN
1584882662

No coin nor oath required. For personal study only.

✦ Synopsis


Spatial clustering is a topic of growing interest in many disciplines, from geoscience to epidemiology. In recent years, many new advances have appeared, particularly in the area of Bayesian cluster modelling. However, much of this work has been scattered in disparate areas of the literature. This book provides, in one integrated volume, a review of the state-of-the-art in spatial clustering and spatial cluster modelling. Organized in three sections, it includes an overview of the field and its applications, discussions of the theoretical underpinnings of methodology, and explorations of spatio-temporal cluster modelling, all written by leading researchers in the field.


πŸ“œ SIMILAR VOLUMES


Spatial Cluster Modeling
✍ Bognar, Matthew A πŸ“‚ Article πŸ“… 2004 πŸ› American Statistical Association 🌐 English βš– 110 KB
Spatial Models for Fuzzy Clustering
✍ Dzung L. Pham πŸ“‚ Article πŸ“… 2001 πŸ› Elsevier Science 🌐 English βš– 450 KB

A novel approach to fuzzy clustering for image segmentation is described. The fuzzy C-means objective function is generalized to include a spatial penalty on the membership functions. The penalty term leads to an iterative algorithm that is only slightly different from the original fuzzy C-means alg