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Further, by matching context information of one particular user with contexts of other users that utilize the same service, we can try to foresee a situation new to the user (an unknown context) and facilitate his/her information behavior.
The combined qualitative and quantitative analyses show the significant importance of the use of the formal-informal joint channel in matching individual qualifications and hiring requirements of job positions, at least in the complex job-person matching context of urban China.
The clones with word size less than 3 (three) has no importance in matching context and hence we considered the clones with word size in the range: 3 ≤ L ≤ n.
In the matching context, this is often referred to as "inverse probability weighting 11.
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The best performance is achieved in a matched context where training and testing is done on a uniform set of segmented solo windows.
Both versions of the task presented the same words in a matched context following translation of the English words into Italian by the first author (C.N ., a native Italian speaker.
In scenarios where the modeled and observed contexts match, context-dependent models can be expected to result in better performance, whereas context-independent models are preferred otherwise.
Finally, we show that human coding regions are less mutable under the estimated NBDM regimes than under matched context-independent mutation and that this entails marked differences between the spectra of amino-acid mutations that either mutation regime should generate.
We will use these NBDM rates to explore the relationship between motif preferences and occurrences and to look for large differences between the patterns generated by them and by the matched context-independent mutation regimes, and therefore it appears safe to disregard the subtle biases that may arise from ignoring adjacent substitutions.
The Bayesian framework needs to optimally combine the estimates from the various codebooks with no prior knowledge on whether or not the observed context matches the context modeled by the codebooks.
The results indicate that although landscape factors can influence the acoustic comforts of 11 types of sounds in different ways, the audiovisual matching contexts resulting in higher acoustic comforts are presented regularly.
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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