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Professor Richard Frank:

A multi-relational approach to spatial classifiers (Paperback) - Livro de bolso

2010, ISBN: 3639307453

[EAN: 9783639307450], Nouveau livre, [SC: 5.9], [PU: VDM Verlag, Germany], Language: English. Brand new Book. A spatial classifier is a model used to predict class labels for spatial enti… mais…

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Professor Richard Frank:

A multirelational approach to spatial classifiers Introducing UnMASC a Unified Multirelational Aggregationbased Spatial Classifier - Livro de bolso

2010, ISBN: 3639307453

[EAN: 9783639307450], Nouveau livre, [SC: 9.6], [PU: VDM Verlag Dr. Müller], New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Establishe… mais…

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Frank, Richard:
A multirelational approach to spatial classifiers Introducing UnMASC a Unified Multirelational Aggregationbased Spatial Classifier - Livro de bolso

2010

ISBN: 3639307453

[EAN: 9783639307450], Nouveau livre, [SC: 9.43], [PU: VDM Verlag Dr. Müller], New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Establish… mais…

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A multi-relational approach to spatial classifiers - Livro de bolso

2010, ISBN: 3639307453

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Frank, Richard:
A Multi-Relational Approach to Spatial Classifiers - Livro de bolso

2010, ISBN: 9783639307450

PF, Nouveau livre, BRAND NEW BOOK! Shipped within 24-48 hours. Normal delivery time is 5-12 days., [PU: VDM Verlag]

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A multi-relational approach to spatial classifiers: Introducing UnMASC: a Unified Multi-relational Aggregation-based Spatial Classifier
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9783639307450


A spatial classifier is a model used to predict class labels for spatial entities based on their features, relationships to other entities and their corresponding features. One way to classify spatial data is to use a multi-relational framework, by transforming the spatial problem into a multi-relational one, and then applying existing methods. This transformation poses new problems. First, the spatial relationships are unknown, and the algorithm needs to determine which relationships and spatial features are important. Second, the effect of a single spatial entity is negligible when in the neighbourhood of thousands of other such entities, hence aggregation must be used. Third, properties of neighbourhoods, such as spatial trends, need to be described and used for classification purposes. Finally, the cost incurred in this transformation is not negligible, hence efficiency must be considered. This book addresses all of these problems with a novel spatial classifier called UnMASC. All of the modifications introduced with UnMASC in this book are explored theoretically and evaluated on a real live dataset.

Dados detalhados do livro - A multi-relational approach to spatial classifiers: Introducing UnMASC: a Unified Multi-relational Aggregation-based Spatial Classifier


EAN (ISBN-13): 9783639307450
ISBN (ISBN-10): 3639307453
Livro de capa dura
Livro de bolso
Ano de publicação: 2010
Editor/Editora: VDM Verlag Dr. Müller
132 Páginas
Peso: 0,213 kg
Língua: eng/Englisch

Livro na base de dados desde 2007-12-26T03:21:59-02:00 (Sao Paulo)
Página de detalhes modificada pela última vez em 2022-01-20T23:38:34-03:00 (Sao Paulo)
Número ISBN/EAN: 9783639307450

Número ISBN - Ortografia alternativa:
3-639-30745-3, 978-3-639-30745-0
Ortografia alternativa e termos de pesquisa relacionados:
Autor do livro: richard frank

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