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Type of publication: Straipsnis recenzuojamoje Lietuvos tarptautinės konferencijos medžiagoje / Article in peer-reviewed Lithuanian international conference proceedings (P1e)
Field of Science: Informatika / Informatics (N009)
Author(s): Martinkėnas, Arvydas;Varoneckas, Audrius;Varoneckas, Giedrius;Žilinskas, Antanas;Podlipskytė, Aurelija;Žilinskas, Julius
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
Extent: p. 123-127
Date: 2005
Keywords: Data mining;Sleep;Databases;Heart rate
ISBN: 995509950X
Abstract: 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
Affiliation(s): KMU Psichofiziologijos ir reabilitacijos institutas
Vytauto Didžiojo universitetas
Appears in Collections:Universiteto mokslo publikacijos / University Research Publications

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