Segmentation of biological multivariate time-series data
نویسندگان
چکیده
منابع مشابه
Segmentation of biological multivariate time-series data
Time-series data from multicomponent systems capture the dynamics of the ongoing processes and reflect the interactions between the components. The progression of processes in such systems usually involves check-points and events at which the relationships between the components are altered in response to stimuli. Detecting these events together with the implicated components can help understan...
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Medical time-series data often contain sets of closely related, non-orthogonal channel – for example transcutaneous O2 and CO2 or mean, systolic and diastolic blood pressures. It is desirable when summarizing such sets of data to select a single set of time-periods dividing the data into segments of distinctive character. This can be achieved using an extension of existing bottom-up segmentatio...
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Time series data is usually generated by measuring and monitoring applications, and accounts for a large fraction of the data available for analysis purposes. A time series is typically a sequence of values that represent the state of a variable over time. Each value of the variable might be a simple value, or might have a composite structure, such as a vector of values. Time series data can be...
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ژورنال
عنوان ژورنال: Scientific Reports
سال: 2015
ISSN: 2045-2322
DOI: 10.1038/srep08937