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In the AKENATON project, we have designed a formal ontology that supports integration of clinical data extracted from patient records with information transmitted by implantable cardiac devices, and offers reasoning capabilities to classify the alerts.
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The proposed method does not require exact template matching, rather it has the capability to classify and use only suitable data points for calibration.
SOMs have the capability to classify input samples in groups, as well as to generate a representative sample or model of each classification group.
The proposed classification method, on the other hand, has the capability to classify short-time windows, segments or the entire frame (spectrogram).
This behavior surprisingly coincides with the properties of many solid-state chemical sensors, and since the eighties almost all the sensor technologies were used to assemble arrays of sensors with a certain capability to classify odors.
The genes in these pathways showed a good capability to classify diabetes samples.
A newer technique for measurement of SbVP is flow-imaging microscopy (FIM), which has the capability to classify particulate matter as well as provide size distributions and particulate counts (15, 16).
These DPI capabilities are sufficient to classify IP packets into transactions.
Phenetic trees based on (putative) enzymatic capabilities have been used to classify organisms according to ecological niches occupied across all three domains of life [27].
Therefore, a representative sample can improved the capability of the system to classify correctly the unclassified data.
It indicates the capability of the trained model to classify the received symbols in the testing set, which were not seen before.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com