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This means that both TI-KT-CM and TII-KT-CM can work without disclosing the original data in the source domain, i.e. they are of good privacy protection for the source domain.
Specifically, the most representative points called "exemplars" and the preferences in the source domain are considered for helping in the construction of the high-quality clustering model for insufficient target data.
We do not assume data in the target domain follows the same distribution as that in the source domain, and the motivation of our work is to enhance a supervised online learning task on a target domain by exploiting the existing knowledge that had been learnt from training data in source domains.
Then, it intercepts and replays messages (4a-7a) in the source domain.
This eventually build the connections between the labels in the source domain and the target domain.
An example of domain-specific features being combined is the word "sharp" appearing often in the source domain but not in the target domain, and the word "hooked" appearing often in the target but not in the source domain.
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This configuration, producing self-sustained tones, is original in particular because the source domain is unconfined and the coupling occurs to high-order acoustic resonances.
In Example 9, the source domain items pertain to gravitation; the target items pertain to electrostatic attraction.
Experiments are performed for text document classification where the target domain contains documents written in one language and the source domain contains documents written in different languages.
In the second step, the source domain weights are modified as a function of the difference in the conditional distribution as performed in the CP-MDA approach previously described.
In this analogical argument, the source domain is two-dimensional geometry: we know that of all rectangles with a fixed perimeter, the square has maximum area.
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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