发明名称 Heterogeneous data fusion using gaussian processes
摘要 <p>A method and apparatus for processing data, the data comprising: a set of one or more system inputs; and a set of one or more system outputs; wherein each system output corresponds to a respective system input; each system input comprises a plurality of data points, such that at least one of these data points is from a different data source (8, 10, 12, 16, 18, 20, 22) to at least one other of those data points, the method comprising: performing a kernel function on a given system input from the data and a further system input to provide kemelised data; and inferring a value for further system output corresponding to the further system input; wherein the step of inferring comprises applying a Gaussian Process to the kemelised data. The data sources (8, 10, 12, 16, 18, 20, 22) may be heterogeneous data sources.</p>
申请公布号 AU2012264477(A1) 申请公布日期 2014.01.09
申请号 AU20120264477 申请日期 2012.05.31
申请人 BAE SYSTEMS PLC 发明人 NICHOLSON, DAVID;LLOYD, CHRISTOPHER MARK;REECE, STEVEN;ROBERTS, STEPHEN JOHN
分类号 G06N99/00 主分类号 G06N99/00
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