DMCA
Spatial Data Mining (2003)
| Citations: | 35 - 8 self |
BibTeX
@MISC{Shekhar03spatialdata,
author = {Shashi Shekhar and Pusheng Zhang and Yan Huang and Ranga Raju Vatsavai},
title = {Spatial Data Mining},
year = {2003}
}
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Abstract
Spatial data mining is the process of discovering interesting and previously unknown, but potentially useful, patterns from large spatial datasets. Extracting interesting and useful patterns from spatial datasets is more di#cult than extracting the corresponding patterns from traditional numeric and categorical data due to the complexity of spatial data types, spatial relationships, and spatial autocorrelation. This chapter will discuss some of accomplishments and research needs of spatial data mining in the following categories: location prediction, spatial outlier detection, co-location mining, and clustering.
