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The first is how to normalize similarity vectors, so that the normalized vectors are more suitable to be processed by other methods, while preserving the information granted by similarity vectors.
Bornmann L and Haunschild R (2016b) How to normalize Twitter counts?
Our answer to this question is 'it depends', i.e., how to normalize the data depends on the experimental configuration.
The first issue is how to normalize different kinds of temporal expressions within a Web news page, e.g., explicit and implicit temporal expressions, into a unified representation framework.
One of the main problem addressed is how to estimate reliably formant frequencies in high-pitched speech (typical in children and women) and how to normalize these estimations independently of the characteristics of the speakers.
Because i though the Fed had done exactly what we needed to do to keep us out of the Japanese situation and push inflation back to target, and that we could start to think about how to normalize policy.
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We show the general relevance of these biases across different datasets, when applicable, and demonstrate how failing to normalize for these biases can potentially lead to spurious conclusions.
However, the problems remain of how best to normalize and analyze array data.
The poor consensus between the predictions made by each program may be explained in part by differences in their stringency settings; however, it is not clear how to directly normalize MuTect output to that of the other programs.
But if there is insight into Mr. McCain's leadership style, it is with the question of how he worked to normalize relations with Vietnam.
"That's how much they wanted to normalize relations — that's how much they wanted economic ties.
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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.
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CEO of Professional Science Editing for Scientists @ prosciediting.com