[PDF][PDF] A Mathematical Framework for Uncertainty Quantification in Multimodal Image Analysis via Probabilistic Clustering Models.
MG Chen, DJ Stracuzzi, MC Darling - 2018 - osti.gov
MG Chen, DJ Stracuzzi, MC Darling
2018•osti.gov• Use the variance as our measure of uncertainty• Uncertainty of the overall consensus
clustering: Var, P (C,= k)]• Uncertainty of the source-specific clusterings: Var [P (Lmr,= k „,)]•
Question: Can we relate the uncertainty of the overall consensus clustering to the
uncertainty of the source-specific clusterings?
clustering: Var, P (C,= k)]• Uncertainty of the source-specific clusterings: Var [P (Lmr,= k „,)]•
Question: Can we relate the uncertainty of the overall consensus clustering to the
uncertainty of the source-specific clusterings?
• Use the variance as our measure of uncertainty• Uncertainty of the overall consensus clustering: Var, P (C,= k)]• Uncertainty of the source-specific clusterings: Var [P (Lmr,= k „,)]• Question: Can we relate the uncertainty of the overall consensus clustering to the uncertainty of the source-specific clusterings?
osti.gov
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