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• W2963280818 abstract "This paper evaluates heterogeneous information fusion using multi-task Gaussian processes in the context of geological resource modeling. Specifically, it empirically demonstrates that information integration across heterogeneous information sources leads to superior estimates of all the quantities being modeled, compared to modeling them individually. Multi-task Gaussian processes provide a powerful approach for simultaneous modeling of multiple quantities of interest while taking correlations between these quantities into consideration. Experiments are performed on large scale real sensor data." @default.
• W2963280818 created "2019-07-30" @default.
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• W2963280818 date "2012-09-01" @default.
• W2963280818 modified "2023-09-27" @default.
• W2963280818 title "Information fusion in multi-task Gaussian process models" @default.
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• W2963280818 doi "https://doi.org/10.1109/mfi.2012.6343066" @default.
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