Descriptive Modelling and Pattern Discovery in Spatial Data Mining

Name: Descriptive Modelling and Pattern Discovery in Spatial Data Mining
Brand: LAP Lambert Academic Publishing
SKU: 9783846592151
Price: 967 CZK
Availability: InStock

Regionalisation and Association Rule Mining

Autor: Lokesh Kumar Sharma

Jazyk:

Vazba: Brožovaná

Vydavatel: LAP Lambert Academic Publishing

Dostupnost: Skladem u dodavatele

Odesíláme za 5-8 dnů

967 Kč

The explosive growth of spatial data and the widespread use of spatial databases put emphasis on the...

Informace o knize

Autor

Lokesh Kumar Sharma

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2011

Stránek

116

EAN

9783846592151

Enbook ID

07089574

Vydavatel

LAP Lambert Academic Publishing

Hmotnost

177

Rozměry

149 x 219 x 7

Kompletní popis

The explosive growth of spatial data and the widespread use of spatial databases put emphasis on the extraction of interesting and implicit knowledge such as the spatial pattern or other significant mode not explicitly stored in the spatial databases. Knowledge discovery in large spatial database is important for the extraction of implicit knowledge. Spatial relations or other patterns are not explicitly stored in spatial database. Traditional Data mining techniques are not efficient and effective to mine the spatial data due to its unique features such as spatial dependency, heterogeneity, spatially aggregated data etc. Thus, new and efficient mining methods are needed to discover knowledge from large spatial databases. A descriptive modeling technique for georeferenced data is discussed and it is also used to solve the regionalization problem. Multi Level Multi Dimensional is an important aspect for Spatial Data. The Multi Level Multi Dimensional pattern discovery on spatial data is presented here. Mining the trajectory data or mobility data is an emerging area of research. The Trajectory data classifier which is based on the Nearest Neighbor is introduced.

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Descriptive Modelling and Pattern Discovery in Spatial Data Mining

Regionalisation and Association Rule Mining

Informace o knize

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