Knowledge Discovery in Spatial Data
Language: English
Published by Springer Berlin Heidelberg, 2012
- Softcover
- New
Condition: New
£ 79.32
Quantity: Over 20 available
Add to basketItem description from seller
Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. When I ?rst came across the term data mining and knowledge discovery in databases, I was excited and curious to ?nd out what it was all about. I was excited because the term tends to convey a new ?eld that is in the making. I was curious because I wondered .
Seller Inventory # 5054242
- Title
- Knowledge Discovery in Spatial Data
- Author
- Yee Leung
- Publisher
- Springer Berlin Heidelberg
- Publication year
- 2012
- Condition
- New
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 3642261701
- ISBN 13
- 9783642261701
- Series
- Book 12 of 66: Advances in Spatial Science
- Seller catalogs
- Sozialwissenschaften/Recht/Wirtschaft
"Synopsis" may belong to another edition of this title.
From the Back Cover
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.
"About the title" may belong to another edition of this title.
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