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1
The integration of spatial and non-spatial data model
Published 2000“…This paper will discuss about the integration of spatial and non-spatial data in a single data model for a Geographical Information System(GIS) database. …”
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2
Towards Malaysian three-dimensional spatial data infrastructure
Published 2013Conference or Workshop Item -
3
An extended ID3 decision tree algorithm for spatial data
Published 2011“…Utilizing data mining tasks such as classification on spatial data is more complex than those on non-spatial data. …”
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4
A review of support vector machines with respect to spatial data
Published 2007Conference or Workshop Item -
5
Clustering Spatial Data Using a Kernel-Based Algorithm
Published 2005“…Firstly, in this paper, selective kernel-based clustering techniques are analyzed and their shortcomings are identified especially for spatial data analysis. Finally, we present a robust weighted kernel k-means algorithm incorporating spatial constraints for clustering spatial data as a case study. …”
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6
An amalgamated 3D spatial data model for city modelling
Published 2012“…3D spatial data models for city modelling have seen great improvement and most cities around the globe are now attempting to create virtual 3D models of their cities. …”
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7
Web-based dynamic visualization of 3D spatial data
Published 2007“…Abstract True 3D GIS requires lot of efforts from GIS research community both in academia as well as from software vendors. Visualizing 3D spatial data from DBMS for such 3D system is one of the issues and problems in 3D GIS domain. …”
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8
Proposal for a web encoding service (WES) for spatial data transaction
Published 2015“…Web services utilizations in Spatial Data Infrastructure (SDI) have been well established and standardized by Open Geospatial Consortium (OGC). …”
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9
Geo-spatial data accuracy and its legal implications in the Malaysian context
Published 2009“…The progress or expansion of GIS users in Malaysia has brought the question of integrity and quality of spatial data to the forefront and hence on the appropriate management of the data. …”
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10
Rule based ETL (RETL) approach for GEO spatial data warehouse
Published 2014“…ETL will transform data to schematic format and loading data into the Geo spatial data warehouse.By using a rule-based technique, the distribution of parallel ETL pipeline will enhance and perform more efficient in large scale of data and overcome data bottleneck and performance overhead. …”
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11
Spatial data mining application in forest fire assessment in tropical peat areas
Published 2014“…This work explores spatial data mining techniques for predicting occurrence of hotspots. …”
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12
3D streaming protocols for spatial data infrastructure: a brief review
Published 2016“…Web services utilizations in Spatial Data Infrastructure (SDI) have been well established and standardized by Open Geospatial 3D graphics rendering has been a topic of interest among scientific domain from both computer science and geospatial science. …”
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13
Exploration And Visualization Of Poverty-Environment Relationship Using Exploratory Spatial Data Analysis Techniques
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14
The need to consider customary ancestral adat land in the development of the National Spatial Data Infrastructure
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15
Exploratory study on marine SDI implementation in Malaysia
Published 2016“…This paper discusses the explanatory study of the implementation of spatial data sharing between Malaysia's marine organisations. …”
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16
Critical successful factors analysis for national data infrastructure implementation
Published 2008“…The study will describes different spatial data experiences in sharing and visualizing spatial data using different frameworks such as spatial data infrastructures, centric databases and distributed spatial data. …”
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17
Disaster management base on geoinformatics
Published 2011“…Spatial data and advanced technologies have an important role in disaster management because Geographic Information System (GIS) can help in identifying disaster points. …”
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18
3D spatial operations – topology vs. geometry
Published 2008“…The literature reveals 3D spatial database would be greatly enhanced if analytical operations on the spatial data could be manipulated in real 3D domain. …”
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19
Measurement of the human face using close-range digital photogrammetry technique
Published 2005“…The measurements using DVP are very stable and consistent as compared to the caliper. The 3D spatial data will then be used for further quantitative analysis for facial surgery and for the development of craniofacial database. …”
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20
A schema-aware encoder for Putrajaya 3D
Published 2013“…With the emerging communication technology in recent years, geospatial data sharing is getting important and popular. Spatial data could be accessed and shared by various stakeholders anytime with the support of a common platform, the Spatial Data Infrastructure (SDI). …”
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