Knowledge Discovery in Spatial Data

Name: Knowledge Discovery in Spatial Data
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783642026638
Price: 115.92 EUR
Availability: InStock

Автор: Yee Leung

Език:

Корици: С твърди корици

Издател: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Наличност: Външен склад в ограничено количество

Изпращаме след 13-18 дни

115.92 € 226.72 лв

This book deals with knowledge discovery and data mining in spatial and temporal data, seeking to pr...

Информация за книгата

Автор

Yee Leung

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2009

страници

360

EAN

9783642026638

ISBN

364202663X

Enbook ID

01650025

Издател

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Теглоt

1600

Размери

155 x 235 x 28

Пълно описание

This book deals with knowledge discovery and data mining in spatial and temporal data, seeking to present novel methods that can be employed to discover spatial structures and processes in complex data. Spatial knowledge discovery is examined through the tasks of clustering, classification, association/relationship, and process. Among the covered topics are discovery of spatial structures as natural clusters, identification of separation surfaces and extraction of classification rules from statistical and algorithmic perspectives, detecting local and global aspects of non-stationarity of spatial associations and relationships, unraveling scaling behaviors of time series data, including self-similarity and long range dependence. Particular emphasis is placed on the treatment of scale, noise, imperfection and mixture distribution. Numerical examples and a wide scope of applications are used throughout the book to substantiate the conceptual and theoretical arguments.

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Информация за книгата

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