Regional Spatial Analysis Combining Fuzzy Clustering and Non-parametric Correlation

TÜTMEZ B., Kaymak U.

6th International Conference on Soft Methods in Probability and Statistics, Konstanz, Almanya, 4 - 06 Ekim 2012, cilt.190, ss.219-221 identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası: 190
  • Doi Numarası: 10.1007/978-3-642-33042-1_24
  • Basıldığı Şehir: Konstanz
  • Basıldığı Ülke: Almanya
  • Sayfa Sayıları: ss.219-221
  • İnönü Üniversitesi Adresli: Evet

Özet

In this study, regional analysis based on a limited number of data, which is an important real problem in some disciplines such as geosciences and environmental science, was considered for evaluating spatial data. A combination of fuzzy clustering and non-parametrical statistical analysis is made. In this direction, the partitioning performance of a fuzzy clustering on different types of spatial systems was examined. In this way, a regional projection approach has been constructed. The results show that the combination produces reliable results and also presents possibilities for future works.