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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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Bibliografiske detaljer
Udgivet i:Concurr Comput
Main Authors: Barreiros, Willian, Moreira, Jeremias, Kurc, Tahsin, Kong, Jun, Melo, Alba C.M.A., Saltz, Joel H., Teodoro, George
Format: Artigo
Sprog:Inglês
Udgivet: 2019
Fag:
Online adgang: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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