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Entropy-scaling search of massive biological data

Many data sets exhibit well-defined structure that can be exploited to design faster search tools, but it is not always clear when such acceleration is possible. Here we introduce a framework for similarity search based on characterizing a data set’s entropy and fractal dimension. We prove that sear...

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Bibliografske podrobnosti
izdano v:Cell Syst
Main Authors: Yu, Y. William, Daniels, Noah M., Danko, David Christian, Berger, Bonnie
Format: Artigo
Jezik:Inglês
Izdano: 2015
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC4591002/
https://ncbi.nlm.nih.gov/pubmed/26436140
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.cels.2015.08.004
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