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Table 6 compares the results of 15 trending terms obtained from both models.
To find the co-occurring words, we take the terms obtained from the pre-processing phase, and enrich with terms that frequently co-occur with these terms.
We denote the result of this phase by (X_C): (X_C={x_1,...,x_m}..., x_m}.) Where (x_i, 1le i le m) are the union of terms from XP and the terms obtained from conceptualization and m > k.
In all, a number of categories of response were constructed (see Table 5) from standard definitions of terms obtained from the Oxford Concise English Dictionary and the Chambers Dictionary of Science and Technology (Walker, 1999, Thompson, 1995).
In the new approach, implemented in an open-source C++ code RxnMD, well-behaved reactive force fields are generated using switching functions that activate and attenuate terms obtained from a conventional, non-reactive force field.
The result of this is the finally enriched version of the original short text which is given by: begin{aligned} X_E = {x_1,...,x_n,..., x_n} end{aligned} (2 where (x_i, 1 le i le n) are the union of terms from (X_C) and the terms obtained from this phase and n > m.
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( {text{ECT}}_{t - 1} ) is the error correction term obtained from the long-run cointegrating relationship.
These values well correlate (R = 0.59) with the NN-terms obtained from the triple data suggesting to use a unified set of NN-terms (see j).
Also, additive genetic effects of offspring were obtained by adding the mean of the additive genetic effects of their parents to a Mendelian sampling term, obtained from a normal distribution with zero mean and variance given by half of the trait additive genetic variance.
We followed the procedure laid out by Bollen, Guilkey and Mroz [ 11], which involved estimating two equations: the first equation is an ordinary least square estimation of ANC and PNC service intensity score; the second equation is a proportional hazard model, in which the error term obtained from the first equation is included with the actual service intensity score.
22 043 biological process terms and 9971 molecular function terms were obtained from Gene Ontology (GO) (Ashburner et al., 2000).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com