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VISUAL ANALYSIS AND PROCESSING OF CLUSTERS STRUCTURES IN MULTIDIMENSIONAL DATASETS
Multidimensional Data Visual Analysis Elastic Maps Cluster Structures
2017/6/19
The article is devoted to problems of visual analysis of clusters structures for a multidimensional datasets. For visual analyzing an approach of elastic maps design [1,2] is applied. This approach is...
INTERSECTION DETECTION BASED ON QUALITATIVE SPATIAL REASONING ON STOPPING POINT CLUSTERS
clustering spatial reasoning relational reasoning
2016/7/8
The purpose of this research is to propose and test a method for detecting intersections by analysing collectively acquired trajectories of moving vehicles. Instead of solely relying on the geometric ...
IDENTIFYING THE NUMBER OF CLUSTERS AND OBTAINING OPTIMAL CLASSIFICATION RESULT
Remote sensing Clustering Classification Cluster number identification Classification optimization
2015/12/31
Classification methods are often employed to derive land cover information from satellite images. Although a variety of classifiers have been developed, some primary issues remain to be further invest...
Identifying Building Types and Building Clusters Using 3D-Laser Scanning and GIS-Data
Building Types Building Clusters
2015/7/8
Identifying Building Types and Building Clusters Using 3D-Laser Scanning and GIS-Data.
POLYGONIZATION OF POINT CLUSTERS THROUGH CLUSTER BOUNDARY EXTRACTION FOR GEOGRAPHICAL DATA MINING
THROUGH CLUSTER BOUNDARY GEOGRAPHICAL DATA MINING
2015/3/17
POLYGONIZATION OF POINT CLUSTERS THROUGH CLUSTER BOUNDARY EXTRACTION FOR GEOGRAPHICAL DATA MINING.
A ROBUST PARALLEL FRAMEWORK FOR MASSIVE SPATIAL DATA PROCESSING ON HIGH PERFORMANCE CLUSTERS
Data parallel processing Split-and-Merge paradigm Parallel framework LiDAR
2014/4/28
Massive spatial data requires considerable computing power for real-time processing. With the help of the development of multicore
technology and computer component cost reduction in recent years, h...