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His art was a kind of mental editing of perfectly remembered details: the tactful compression of information.
This compression of information also occurs in databases not restricted by length, such as ClinicalTrials.gov.gov
Firstly, use of meta-entities allows the compression of information that would otherwise cause a database to undergo a combinatorial explosion in size [e.g. Reactome's 'APOBEC3G RTC with deaminated minus sssDNA:tRNA primer:RNA template' (REACT_9785.1), representing 484 323 840 000 individual molecules (Supplementary Data S1)].
Assuming that the occurrence of an overlapping sequence was equally efficient in terms of the compression of information for the three possible configurations, one might expect that the probabilities for the 3 configurations of overlapping sequences were approximately equal to the probabilities for the 3 configurations of non-overlapping, paired genes.
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Ewan's main areas of research include functional genomics, assembly algorithms, statistical methods to analyse genomic information (in particular information associated with individual differences) and compression of sequence information.
Pythoscape provides several options to calculate pairwise similarities for input sequences or structures, applies filters to network edges and defines sets of similar nodes and their associated data as single nodes (termed representative nodes) for compression of network information and output data or formatted files for visualization.
This represents compression of genetic information, much like the compression of sound or video data in MP3 or MPEG formats [ 6].
On the other hand, wavelet transform has emerged as a powerful tool for efficient compression of visual information.
Based on this method, we perform simulations of retina-like scanning properties, including compression of redundant information and rotation and scaling invariance.
They entail forgoing all the benefits of digital compression of analog information and relying instead on bandwidth, in the camera and out, to bring perfect images to the world.
In simulation, communication cost reduction of H2CM compare to maximal compression of neighborhood information varies from 65%to85%5% for large networks (>1000 nodes) and from 40%to70%0% for a medium size network (a few hundred nodes).
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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