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In particular, municipality-specific random effects were modelled via conditional autoregressive (CAR) models to filter out the noise and highlight the observed patterns.
Various improved PCNN models have developed for noise filtering, such as weighted-linking PCNNs [12], which contains four PCNN models to filter Gaussian and impulse noise in images, and a two-step PCNN impulse noise filter [13], which first determines the noisy pixels and then modifies the intensities of noisy pixels in the image.
We computationally predicted all hairpins from the genome of T. gondii and used mouse and human models to filter possible candidates.
By using the learned models to filter the results, the distribution of SL and BPP is changed such that it better fits the expectations for a pre-miRNAs for human.
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Although gender and race play no part in the process per se, a LinkedIn user's country of residence could be one criterion used by the model to filter in or out certain candidates.
Ding et al. [33] proposed an event-based reputation model to filter bogus warning messages.
In step one, we design a discrete Markov chain model to filter a few stocks on the basis of their high probability of gain over the benchmark index.
Here, we tested the ability of this model to filter input noise and polarize in the correct direction.
Once we have computed m i for each probe, we use a binomial model to filter the probes.
The overlap rate (Jaccard index) between interactions in the two datasets can be increased from 0.34 to 0.52 through using our model to filter out indirect interactions.
Support and confidence factors are two key factors used in the ARM model to filter the significant associations among all CHM.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com