文章基本信息

标题：Algorithms of data clustering in assessing the transport infrastructure of the region
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作者：Olga Popova ; Elena Kuznetsova ; Tatiana Sazonova 等
期刊名称：MATEC Web of Conferences
电子版ISSN：2261-236X
出版年度：2018
卷号：170
DOI：10.1051/matecconf/201817005006
语种：English
出版社：EDP Sciences
摘要：The article presents the results of a complex analytical research of the region transport infrastructure. The authors propose the developed methodology for assessing the transport infrastructure in the region. The evaluation algorithm is based on consideration of individual municipal entities and their clustering by the Self-organizing maps. An example of approbation of the developed methodology in the Arkhangelsk region is given. As a result, we obtained a map showing clusters that unite municipal entities in homogeneous groups. Based on the results, a list of recommendations for the territorial development of each cluster was developed.