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Because of the tradeoff between sensitivity and positive predictive value in these recordings, all of the automated outputs therefore had similar overall accuracy.
After culling with the likelihood model, we confirmed that the automated outputs produced estimates of the inter-pulse interval - a key song parameter - that were similar to those estimated from manually annotated song.
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In the present paper, a literature review on this topic is presented and recent developments concerning fully automated output-only modal identification procedures are described.
This paper describes an extensive experimental investigation conducted on the Braga Stadium suspension roof combining recent developments in terms of sensors, data communicating systems, computational power and automated output-only modal identification algorithms.
An increasing number of field applications of modal-based structural health and performance assessment are appearing after the development of several automated output-only modal identification procedures in the last few years.
Additionally, automated, high-output, combinatorial chemistry methods have added hundreds of thousands of new compounds.
The group developed a series of software programs, including MountainSort, the program that automates the output from multielectrode recordings, and CaImAn, a machine-learning algorithm that detects the release of calcium in neurons.
The increasing diffusion of long term dynamic monitoring systems for structural condition assessment is currently driving a strong interest towards automated procedures of output-only modal identification.
The system may also be used in commercial applications for monitoring the safety of the passengers, crew, cargo, and the vessel when the analysis is automated and the output is presented in a relevant way.
First, the full length sequences were searched against the SwissProt (downloaded on 26-12-2010) with BLASTP [ 9] to find the orthologues in various species of the respective proteins (to make use of SwissProt IDs for automated processing of search outputs).
We highlight the importance of validating output from automated classifiers, and restricting their use to specific situations where identification can be made with high confidence.
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