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PRL
2008
13 years 10 months ago
2008
In this work we propose an approach to binary classification based on an extension of Bayes Point Machines. Particularly, we take into account the whole set of hypotheses that are...
FGR
2008
IEEE
14 years 5 months ago
2008
IEEE
We present an approach to learning the personal preferences of individual users directly from example images. The target application is computer assisted search of partners in onl...
ICCBR
2005
Springer
14 years 4 months ago
2005
Springer
We focus on the problem of selecting the few vehicles in a fleet that are expected to last the longest without failure. The prediction of each vehicle’s remaining life is based o...
ICML
2009
IEEE
14 years 11 months ago
2009
IEEE
We propose an analytic moment-based filter for nonlinear stochastic dynamic systems modeled by Gaussian processes. Exact expressions for the expected value and the covariance matr...
ECIR
2007
Springer
14 years 3 days ago
2007
Springer
Automated text categorisation systems learn a generalised hypothesis from large numbers of labelled examples. However, in many domains labelled data is scarce and expensive to obta...