Mining high influence co-location patterns from instances with attributes
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DOI: 10.1007/s12065-019-00321-7
Abstract: A spatial co-location pattern describes coexistence of spatial features whose instances frequently appear together in geographic space. Numerous studies have been proposed to discover interesting co-location patterns from spatial data sets, but most of them… read more here.
Keywords: influence location; location; location pattern; location patterns ... See more keywords
Mining co-location patterns from distributed spatial data
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DOI: 10.1016/j.jksuci.2018.08.010
Abstract: Abstract Co-location patterns in spatial dataset are the interesting collection of dissimilar objects which are located in proximity. We keep similar objects in an entity set and maintain that no two objects in a co-location… read more here.
Keywords: mining location; location; location patterns; spatial dataset ... See more keywords
Discovery of statistically significant regional co-location patterns on urban road networks
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DOI: 10.1080/13658816.2021.1981335
Abstract: Detecting regional co-location patterns on urban road networks is challenging because it is computationally prohibitive to search all potential co-location patterns and their localities, and effect... read more here.
Keywords: location patterns; location; regional location; urban road ... See more keywords
Redundancy Reduction for Prevalent Co-Location Patterns
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DOI: 10.1109/tkde.2017.2759110
Abstract: Spatial co-location pattern mining is an interesting and important task in spatial data mining which discovers the subsets of spatial features frequently observed together in nearby geographic space. However, the traditional framework of mining prevalent… read more here.
Keywords: location; mining; redundancy reduction; location patterns ... See more keywords
Book review: New Workplaces – Location Patterns, Urban Effects and Development Trajectories. A Worldwide Investigation
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DOI: 10.1177/00420980211045587
Abstract: Thirteen chapters refer to studies that were conducted before the Covid-19 pandemic, while one chapter by Manzini Ceinar and Mariotti discusses how the pandemic will re-shape new workplaces. Referring to methods for analysing new workplaces… read more here.
Keywords: location patterns; urban effects; new workplaces; patterns urban ... See more keywords