Scholarly PublicationB.Y., Widodo (2007) Mining sequence of event from vector-based spatiotemporal database. In: 2007 International Conference on Intelligent and Advanced Systems, ICIAS 2007, 25 November 2007 through 28 November 2007, Kuala Lumpur.
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Abstract
In this paper, we propose VectoFlowMiner, an extension to FlowMiner, a spatiotemporal data mining algorithm. FlowMiner, are targeted for mining from raster-based spatial data. Most GIS (Geographic Information System) however, requires, process, and stores spatial data in vector representation. We propose Neighborhood graph as 'drop-in' replacement for relationship operator in FlowMiner. We present here the result from experimenting with real life dataset consisting of road traffic data. ©2007 IEEE.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Uncontrolled Keywords: | Data mining; Geographic information systems; Information management; Vectors; Neighborhood graphs; ROad traffics; Sequence of events; Spatial databases; Spatial datums; Spatial relationship; Spatiotemporal; Spatiotemporal data minings; Spatiotemporal databases; Vector representations; Database systems |
| Subjects: | Q Science > Q Science (General) Q Science > QA Mathematics > QA75 Electronic computers. Computer science |
| Departments / MOR / COE: | Departments > Computer Information Sciences |
| Depositing User: | Mr Helmi Iskandar Suito |
| Date Deposited: | 02 Mar 2010 01:19 |
| Last Modified: | 19 Jan 2017 08:27 |
| URI: | http://scholars.utp.edu.my/id/eprint/175 |
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