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Type of publication: Straipsnis konferencijos medžiagoje kitose duomenų bazėse / Article in conference proceedings in other databases (P1c)
Field of Science: Informatika / Informatics (N009)
Author(s): Žilinskas, Antanas;Žilinskas, Julius;Varoneckas, Audrius
Title: Computer aided system for analysis of heart rate data oriented to development of automatic diagnostics of sleep
Is part of: Proceedings of the Bulgarian international conference on computer systems and technologies (CompSysTech'05) and workshop for phd students in computing, 16-17 June 2005, Varna, Bulgaria. Bulgaria : Bulgarian Chapter of ACM, 2005
Extent: p. 1-6
Date: 2005
Keywords: Computer systems;Data mining;Bioinformatics;Medical applications
ISBN: 9549641422
Abstract: A computer aided system is created to aid development of new medical diagnostics of sleep. A toolbox of data mining methods including standard and advanced methods (multidimensional scaling, cross-spectrum analysis method, and optimisation based classification) is made available to the users. Preliminary testing shows that knowledge extracted from heart rate data can be efficiently used for classification of sleep stages
Affiliation(s): KMU Psichofiziologijos ir reabilitacijos institutas
Vytauto Didžiojo universitetas
Appears in Collections:Universiteto mokslo publikacijos / University Research Publications

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