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Also, when drawing data from a different domain, this auxiliary data may exhibit data distribution differences and further adaptation is required in this case to correct this after resolving the feature space gap.
To take an example from a different domain, computational biology techniques play a key role in mapping the human genome, which in turn is expected to lead to a better understanding of human diseases.
In this paper, we introduce a simple unsupervised framework for pre-training hidden-unit conditional random fields (HUCRFs), i.e., learning initial parameter estimates for HUCRFs prior to supervised training.Our framework exploits the model structure of HUCRFs to make effective use of unlabeled data from the same domain or labeled data from a different domain.
Second, if the closest MAG to the ideal network is from a different domain, the serving network looks into the ideal network candidate MAGs list to see if there is another ideal one has the same domain in order to choose it instead of the ideal one has a different domain.
In the cases where the system does not have sufficient domain data to make reliable predictions (for example when a movie is just released), there is a need to use previously collected information from a different domain (using books for example).
Such signature extension (referred to as signature generalization by [2], [3]) has been used to classify images by applying signatures obtained from a different domain, whether location, time period, or sensor [4], [5].
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The same-origin policy prevents scripts on a page from communicating with servers on a different domain from the page.
Each heading addresses a different domain from NICE guidance, and is followed by a free-text box.
Ways may then be found of 'bypassing' those limitations or of going around the limitations by extending the domain of the variables and thereby entering a different domain from the original, as done in analytic continuation.
In the programming model of MapReduce [2], the input of the computation is a set of key/value pairs, and the output is also a set of key/value pairs usually in a different domain from the input.
Eiler, D., Lin, J., Simonetti, A., Klaholz, B. P. & Steitz, T. A. Initiation factor 2 crystal structure reveals a different domain organization from eukaryotic initiation factor 5B and mechanism among translational GTPases.
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