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Optimizing parameter sensitivity analysis of large-scale microscopy image analysis workflows with multilevel computation reuse

Parameter sensitivity analysis (SA) is an effective tool to gain knowledge about complex analysis applications and assess the variability in their analysis results. However, it is an expensive process as it requires the execution of the target application multiple times with a large number of differ...

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Shranjeno v:
Bibliografske podrobnosti
izdano v:Concurr Comput
Main Authors: Barreiros, Willian, Moreira, Jeremias, Kurc, Tahsin, Kong, Jun, Melo, Alba C.M.A., Saltz, Joel H., Teodoro, George
Format: Artigo
Jezik:Inglês
Izdano: 2019
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC7363336/
https://ncbi.nlm.nih.gov/pubmed/32669980
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/cpe.5403
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