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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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Kaydedildi:
Detaylı Bibliyografya
Yayımlandı:Concurr Comput
Asıl Yazarlar: Barreiros, Willian, Moreira, Jeremias, Kurc, Tahsin, Kong, Jun, Melo, Alba C.M.A., Saltz, Joel H., Teodoro, George
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2019
Konular:
Online Erişim: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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