Clustering of multivariate geostatistical data

[1]  Ulrike von Luxburg,et al.  A tutorial on spectral clustering , 2007, Stat. Comput..

[2]  Jacques Rivoirard,et al.  Unsupervised classification of multivariate geostatistical data: Two algorithms , 2015, Comput. Geosci..

[3]  Leo Breiman,et al.  Random Forests , 2001, Machine Learning.

[4]  Francky Fouedjio,et al.  Discovering Spatially Contiguous Clusters in Multivariate Geostatistical Data Through Spectral Clustering , 2016, ADMA.

[5]  Denis Marcotte,et al.  The multivariate (co)variogram as a spatial weighting function in classification methods , 1992 .

[6]  Robin Sibson,et al.  Computing Dirichlet Tessellations in the Plane , 1978, Comput. J..

[7]  P. Monestiez,et al.  Geostatistical Segmentation of Rainfall Data , 1999 .

[8]  Y. Pawitan,et al.  Constrained clustering of irregularly sampled spatial data , 2003 .

[9]  Francky Fouedjio A Spectral Clustering Method for Large-Scale Geostatistical Datasets , 2017, MLDM.

[10]  Peter J. Rousseeuw,et al.  Finding Groups in Data: An Introduction to Cluster Analysis , 1990 .

[11]  Joel Michelin,et al.  Inference of a hidden spatial tessellation from multivariate data: application to the delineation of homogeneous regions in an agricultural field , 2006 .

[12]  Jacques Rivoirard,et al.  Domaining by Clustering Multivariate Geostatistical Data , 2012 .

[13]  Peter A. Dowd,et al.  Fuzzy Clustering with Spatial Correction and Its Application to Geometallurgical Domaining , 2018, Mathematical Geosciences.

[14]  R. Webster,et al.  A geostatistical basis for spatial weighting in multivariate classification , 1989 .

[15]  Francky Fouedjio,et al.  A hierarchical clustering method for multivariate geostatistical data , 2016 .

[16]  P. Rousseeuw Silhouettes: a graphical aid to the interpretation and validation of cluster analysis , 1987 .

[17]  R. Sokal,et al.  A New Statistical Approach to Geographic Variation Analysis , 1969 .

[18]  Francky Fouedjio,et al.  Geostatistical clustering as an aid for ore body domaining: Case study at the Rocklea Dome channel iron ore deposit, Western Australia , 2018 .

[19]  Francky Fouedjio,et al.  A Clustering Approach for Discovering Intrinsic Clusters in Multivariate Geostatistical Data , 2016, MLDM.

[20]  Noel Cressie,et al.  Spatial data compression via adaptive dispersion clustering , 2018, Comput. Stat. Data Anal..