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The complete-link version of EFFICIENTHAC can also be applied to documents that are not represented as vectors.
In CAOSS, word meanings are represented as vectors encoding their lexical co-occurrences in a reference corpus.
With GSK, siRNA sequences were represented as vectors in a multi-dimensional feature space according to the numbers of subsequences in each siRNA, and subsequently classified with SVM into effective or ineffective siRNAs.
To do so, we will build our own linguistic analysis tools to construct word embeddings, where words are represented as vectors of numbers that allow us to use computational methods to capture the semantic relationships between words and more easily discover what words have similar meanings; we'll have tools to do this in both monolingual and cross-lingual settings.
In this article a statistical dependency of two parameters of random load states (the amplitude and the mean of load cycles) is estimated by means of the multivariate p.d.f. of rainflow load cycles that are represented as vectors S=(Sa,Sm).
In this way, the molecular structures may be represented as vectors.
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In PathMiner [52], each compound is similarly described as a set of 145 chemical descriptors (based on atoms/bond information), and reactions are represented as vector differences.
Given a fixed number of rate classes, the encoding of each individual of the GA in the discrete clock model is represented as vector of size N where each element represents the class assignment of a branch.
These inter-SSEs vectors, represented as dashed vectors in Figure 1, reflect the relative position of each SSE vector with respect to its previous and next SSE vectors in 3D-coordinates in the topology string.
We focus on optimization problems for which the solutions are represented as binary vectors and that may or may not include constraints.
For our evaluation, RBs are represented as binary vectors for each of the frequency bands used.
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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