Clustering data with spatial continuity
Tuan D. Pham · 2002
Presents an extended version of the fuzzy c-means algorithm that takes into account the probabilistic information of spatial datasets. This spatial probability can be determined by the indicator kriging of geostatistical estimation. The proposed approach is also considered as the fusion of probabilistic and fuzzy evidences, which are complementary to each other in the data clustering process.