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The a posteriori probabilities provided by the N d MAP algorithms can be exploited to compute the bit metrics.
However, in a previous article, we established that the diffusion may admit several invariant probabilities, provided that the external force derives from a non-convex potential.
The RMS position errors corresponding to both filters are presented in Figure 10. Figure 11 shows the average on-road mode probabilities provided by MMPF.
Extending the above algorithms to a coded system boils down to replacing the prior probabilities of the symbols with the extrinsic probabilities provided by the decoder.
This occurs because at the first iteration, the a posteriori probabilities provided by the sub-optimal detector are not reliable to initialize the SISO decoder.
Using the posterior probabilities provided by the decision tree, a bigram prosodic label sequence model was combined to detect pitch accent and boundary tones at the syllable level.
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The co-occurrence probabilities provide a second-order method for generating texture features.
The kernel-based probabilities provide a novel way to search the optimal kernels for the observed data.
The twofold interfering probabilities provide two phenomena that can lead to failed electrophoresis on particular sample DNA.
One can also notice that the analytical error probabilities provide a good prediction only for the low-frequency channels.
The framework of imprecise probabilities provides a mathematical basis to deal with these problems which involve both probabilistic and non-probabilistic information.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com