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In addition, the use of different representations of a fabric set, instead various cuttings and decorations, results in decreased production costs and increased product sales; before producing a design, mass producers and purchasers can survey the clothes design and color from their customers using digital technologies and employ their opinions in the design process.
The proposed method can make use of different representations simultaneously (i.e., multiview learning) to obtain a better prediction performance than using a single feature representation (i.e., single-view learning) or a subset of features, with the advantage of automatic feature selections.
The variety in representation models may extend from the use of different modeling languages to the use of different representations or vocabularies within a single modeling language [9], [10].
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Theoretically, any number of different representations could be used in the data term, but we have limited the number to two in this work in order to keep the computational cost at a reasonable level.
A number of different representations have been used to describe protein structure and thus protein protein interfaces, from contact maps to all-atom representations.
Comparing and contrasting different conditions with different internal representations and fixed external representations allows us to systematically examine the interplay of different representations in performing the task.
It is very difficult for SAR practitioners to collect and integrate chemical structures from multiple sources due to the use of different structural representations, diverse file formats, distinct drawing conventions and the existence of labeling mistakes in such sources [66].
Figure8 shows the distribution of θ SH (m) ( s ) and θ RH (m) ( s ) in TTSR data set obtained by using three different representations of HPV.
This could be caused by many factors, such as heterogeneity of metastatic tumors, dataset quality, and the use of different platforms without uniform representation of genes of interest.
Science misconceptions were investigated by comparison of the answers given to the same problem using different representations of the problem.
Several approaches have used different representations of chemical structure as a way of guiding, constraining, and ranking the search.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com