Use this url to cite publication: https://hdl.handle.net/20.500.12259/44145
Mining in heart rate and sleep databases to discover features relevant to diagnostics of sleep
Type of publication
Straipsnis recenzuojamoje Lietuvos tarptautinės konferencijos medžiagoje / Article in peer-reviewed Lithuanian international conference proceedings (P1e)
Author(s)
| Author | Affiliation | |
|---|---|---|
Martinkėnas, Arvydas | ||
Title
Mining in heart rate and sleep databases to discover features relevant to diagnostics of sleep
Other Title
Širdies ritmo ir miego duomenų analizė ieškant miego diagnostikos požymių
Is part of
Biomedical Engineering: Proceedings of International Conference (October 27-28, 2005, Kaunas, Lithuania) = Biomedicininė inžinerija: tarptautinės konferencijos pranešimų medžiaga. Kaunas : Technologija, 2005
Date Issued
| Date |
|---|
2005 |
Publisher
Kaunas : Technologija, 2005
Extent
p. 123-127
Abstract (en)
A data mining tool is created to aid the development of new medical diagnostics of sleep. The tool includes WEB accessible database of heterogeneous objective and subjective data on sleep quality of various groups of patients. A toolbox of data mining methods including standard and advanced methods is made available to the users. Preliminary testing of the tool shows that knowledge from the mentioned database can be efficiently elicited by multidimensional scaling, cross-spectrum, and optimization based classification methods, which are relatively new in the data mining field.
Type of document
type::text::journal::journal article::research article
Language
Anglų / English (en)
Coverage Spatial
Lietuva / Lithuania (LT)
ISBN (of the container)
995509950X
Other Identifier(s)
VDU02-000003000