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The full-fledged software implementation (the pilot web-application) that supports the complete process of linguistic summarization of time series construction is presented in the paper.
Although the fundamental idea on which this method is based, effective summarization of time course data, is transferable to a variety of application domains, the best features describing the time series are context-dependent and may differ depending on the application domain.
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The subsequent summarizations occur after the specified number of time steps elapse.
whereas the global optimization solution is the summarization of each of this single-time-interval-single-BS-area optimization problem.
It would take schema developers a considerable amount of time to create enough conventional schemas to provide such summarization potential in Semantic MEDLINE.
Opinions can be overlooked and summarization is time consuming.
Automatic audiovisual summarization is a technology playing a major role towards facilitating the user's effective consumption of large amounts of audiovisual data in a reduced amount of time as time is getting more and more precious and scarce.
Analyses will address additional challenges, including clustering of data within providers, competing and semi-competing risks (e.g. transplantation, death) [ 38], effective summarization of treatment history (e.g., iron dosing over time), and informative missing data.
We are developing algorithms and systems for real-time detection, accurate tracking, and effective summarization of human faces in the video compressed domain.
In a sense, they capture the "global picture" of an admittedly short time horizon of expression and provide sufficient summarization of the dynamic structure of the curves.
SubXPCA not only has better time performance but is also superior in its summarization of variance as compared to SubPCA.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com