Title :
Parallel Spatial-Temporal Knowledge Discovery Model
Author_Institution :
Shenzhen Inst. of Adv. Technol., Chinese Acad. of Sci., Shenzhen, China
Abstract :
This paper studied knowledge discovery in high dimensional data and temporal data based on parallel computing and GIS technology, and provided the parallel spatial-temporal knowledge discovery model which including model of natural clustering in parallel, model of querying in parallel, model of relation computing in parallel, model of spatial-temporal analysis in parallel. The model can support parallel spatial-temporal knowledge discovery which is a very urgent goal of the temporal GIS or the parallel GIS.
Keywords :
data mining; geographic information systems; pattern clustering; GIS technology; high dimensional data; parallel computing; parallel spatial-temporal knowledge discovery model; temporal data; Concurrent computing; Fuzzy systems; Geographic Information Systems; Geography; Parallel processing; Query processing; Topology; Watches; Knowledge Discovery; Parallel computing; Spatial-temporal;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09. Sixth International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-0-7695-3735-1
DOI :
10.1109/FSKD.2009.18
