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- W2061403922 abstract "Network structure plays a significant role in determining the performance of network inference tasks. An interactive tool to study the dependence of network topology on estimation performance was developed. The tool allows end-users to easily create and modify network structures and observe the performance of pole estimation measured by Cramer-Rao bounds. The tool also automatically suggests the best measurement locations to maximize estimation performance, and thus finds its broad applications on the optimal design of data collection experiments. Finally, a series of theoretical results that explicitly connect subsets of network structures with inference performance are obtained." @default.
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- W2061403922 date "2012-06-19" @default.
- W2061403922 modified "2023-10-05" @default.
- W2061403922 title "An Interactive Tool to Investigate the Inference Performance of Network Dynamics from Data" @default.
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- W2061403922 doi "https://doi.org/10.2514/6.2012-2469" @default.
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