Bagging Voronoi classifiers for clustering spatial functional data

Article ID	Journal	Published Year	Pages	File Type
6349142	International Journal of Applied Earth Observation and Geoinformation	2013	12 Pages	PDF

Abstract

âº We propose a clustering algorithm for spatially dependent functional data. âº It is a bagging inspired algorithm based on random Voronoi tessellations. âº Performance of the algorithm are tested on synthetic data. âº Application to irradiance data is also presented.

Keywords

Spatial statistics Bagging Functional data analysis Voronoi tessellation Clustering

Related Topics

Physical Sciences and Engineering Earth and Planetary Sciences Computers in Earth Sciences

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Bagging Voronoi classifiers for clustering spatial functional data

Authors

Piercesare Secchi, Simone Vantini, Valeria Vitelli,