Browsing Faculty of Science and Engineering by Author "Wilson, Simon P."

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Bayesian kernel projections for classifcation of high dimensional data

Domijan, Katarina; Wilson, Simon P. (Springer-Verlag, 2011)

A Bayesian multi-category kernel classi cation method is proposed. The algorithm performs the classi cation of the projections of the data to the principal axes of the feature space. The advantage of this approach is ...
Depedent Gaussian mixture models for source seperation

Quirós Carretero, Alicia; Wilson, Simon P. (2011)

Source separation is a common task in signal processing and is often analogous to factor analysis. In this work we look at a factor analysis model for source separation of multi-spectral image data where prior information ...

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