"In this paper we propose a dynamic clustering algorithm for partitioning a set of geostatistical. functional data. The aim is to detect clusters of curves that are homogeneous in terms. of the spatial functional variability. Each cluster is represented by a variogram function for. functional data which allows to summarize its spatial variability structure. The effectiveness of. the proposed method is evaluated on real data."
Dynamic clustering algorithm for geostatistical functional data
BALZANELLA, Antonio;ROMANO, Elvira;VERDE, Rosanna
2011
Abstract
"In this paper we propose a dynamic clustering algorithm for partitioning a set of geostatistical. functional data. The aim is to detect clusters of curves that are homogeneous in terms. of the spatial functional variability. Each cluster is represented by a variogram function for. functional data which allows to summarize its spatial variability structure. The effectiveness of. the proposed method is evaluated on real data."File in questo prodotto:
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