术语“时空聚类”的详细信息

英译术语:

space-time clustering

汉语语境:

对GML时空聚类的算法进行了研究，阐述了经典的聚类算法（划分方法、层次方法、基于密度的算法、基于网格的算法、基于模型的算法），并在经典算法的基础之上提出了基于空间邻近关系的K-均值聚类算法和基于空间邻域的GML时空聚类算法，分别的对相应算法进行的实验的验证，对空间邻近关系的K-均值聚类算法进行了区域经济发展空间相关性验证、区域经济发展空间聚类分析和区域经济发展时空聚类分析等。

英语语境:

GML spatio-temporal clustering algorithms have been studied to explain the classic clustering algorithm (partitioning method, hierarchical method, density-based algorithm, grid-based algorithm, the model-based algorithm). Based on the classical algorithm this paper proposes K- means clustering algorithm based authentication spatial proximity relationships and temporal clustering algorithm based on GML spatial neighborhood of the respective corresponding algorithm experiments, spatial proximity relationships K- means clustering algorithm area economic Development spatial correlation verification, regional economic development and regional economic development cluster analysis temporal clustering analysis.