Abstract: A method and apparatus for processing data, the data including 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 includes a plurality of data points, such that at least one of these data points is from a different data source to at least one other of those data points, the method including performing a kernel function on a given system input from the data and a further system input to provide kernelised data; and inferring a value for further system output corresponding to the further system input; wherein the step of inferring includes applying a Gaussian Process to the kernelised data. The data sources may be heterogeneous data sources.
Type:
Application
Filed:
May 31, 2012
Publication date:
April 3, 2014
Applicant:
BAE SYSTEEMS plc
Inventors:
David Nicholson, Christopher Mark Lloyd, Steven Reece, Stephan John Roberts