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Professor Richard Frank:

A multi-relational approach to spatial classifiers (Paperback) - Taschenbuch

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… Mehr…

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Professor Richard Frank:

A multirelational approach to spatial classifiers Introducing UnMASC a Unified Multirelational Aggregationbased Spatial Classifier - Taschenbuch

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… Mehr…

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

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… Mehr…

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Frank, Richard:
A multi-relational approach to spatial classifiers - Taschenbuch

2010, ISBN: 3639307453

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Frank, Richard:
A Multi-Relational Approach to Spatial Classifiers - Taschenbuch

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

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.

Detailangaben zum Buch - 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
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 2010
Herausgeber: VDM Verlag Dr. Müller
132 Seiten
Gewicht: 0,213 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 2007-12-26T06:21:59+01:00 (Zurich)
Detailseite zuletzt geändert am 2022-01-21T03:38:34+01:00 (Zurich)
ISBN/EAN: 9783639307450

ISBN - alternative Schreibweisen:
3-639-30745-3, 978-3-639-30745-0
Alternative Schreibweisen und verwandte Suchbegriffe:
Autor des Buches: richard frank


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