Creator:

Bembenik, Robert ; Jóźwicki, Wiktor ; Protaziuk, Grzegorz

Contributor:

Stefanowski, Jerzy - ed. ; Krawiec, Krzysztof - ed. ; Wrembel, Robert - ed.

Title:

Methods for mining co-location patterns with extended spatial objects

Subtitle:

.

Group publication title:

AMCS, Volume 27 (2017)

Subject and Keywords:

spatial data mining ; co-location patterns ; extended objects

Abstract:

The paper discusses various approaches to mining co-location patterns with extended spatial objects. We focus on the properties of transaction-free approaches EXCOM and DEOSP, and discuss the differences between the method using a buffer and that employing clustering and triangulation. These theoretical differences between the two methods are verified experimentally. In the performed tests three different implementations of EXCOM are compared with DEOSP, highlighting the advantages and downsides of both approaches.

Publisher:

Zielona Góra: Uniwersytet Zielonogórski

Date:

2017

Resource Type:

artykuł

DOI:

10.1515/amcs-2017-0047

Pages:

681-695

Source:

AMCS, volume 27, number 4 (2017) ; click here to follow the link

Language:

eng

License CC BY 4.0:

click here to follow the link

Rights:

Biblioteka Uniwersytetu Zielonogórskiego