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A multi-relational approach to spatial classifiers (Paperback) - Livres de poche

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… Plus…

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

2010, ISBN: 3639307453

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

2010

ISBN: 3639307453

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A multi-relational approach to spatial classifiers - Livres de poche

2010, ISBN: 3639307453

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A Multi-Relational Approach to Spatial Classifiers - Livres de poche

2010, ISBN: 9783639307450

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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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ISBN:

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.

Informations détaillées sur le livre - 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
Version reliée
Livre de poche
Date de parution: 2010
Editeur: VDM Verlag Dr. Müller
132 Pages
Poids: 0,213 kg
Langue: eng/Englisch

Livre dans la base de données depuis 2007-12-26T06:21:59+01:00 (Paris)
Page de détail modifiée en dernier sur 2022-01-21T03:38:34+01:00 (Paris)
ISBN/EAN: 9783639307450

ISBN - Autres types d'écriture:
3-639-30745-3, 978-3-639-30745-0
Autres types d'écriture et termes associés:
Auteur du livre: richard frank

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