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These experiments showed equivalent or improved registration accuracy compared to other state-of-the-art (dis)similarity metrics and improved transformation consistency compared to pairwise mutual information.
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Based on Christensen's rough surface stochastic model and consistency transformation method, Reynolds equation of air supported gyroscope containing surface roughness information is established.
Since the main characteristics of our approach are that the translation is automatic using a model transformation technique, that consistency between States machines and Sequence Diagrams is taken into account and the model transformation is meant also for automatic test generation purposes.
Second, weighted or unweighted consistency transformation may be applied.
MSARC implementation of consistency transformation requires O (n 2 c 2 l ) time.
It results in the variant of consistency transformation used in Probalign [ 8] and ProbCons [ 7].
The consistency transformation may be iterated any number of times, but excessive iterations blur the structure of residue affinity.
Thus we decided to address this problem with a so called consistency transformation[ 4, 7], successfully used in progressive methods.
Furthermore, the proposed network alignment algorithm employs adaptive probabilistic consistency transformation, where the PCT is adaptively activated or deactivated based on the overall structure of the given networks.
In a preprocessing step, following Probalign [ 8], stochastic alignments are calculated for all pairs of sequences and consistency transformation is applied to resulting posterior probabilities of residue correspondences.
The variant with neighboring insertions and deletions allowed, weighted consistency transformation and residue clustering with basic Fiduccia-Mattheyses algorithm has the best overall results, so it was selected for comparison with other methods.
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