Отрывок: The method Modeleteka allows store and select set of models to solve various problems of healthcare information systems. In additional, the using of accuracy metrics allows applies evaluation procedures, when metrics is recalculated and models chsnge to new tasks. 3.3. The method of variant modelling We obtain a set of models M1,…,Mn to solve task using Modeleteka. In this case, we can use ensemble models (variant modelling). It’s a method, based on...
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dc.contributor.authorStashevsky, P.S.-
dc.contributor.authorYakovina, I.N.-
dc.contributor.authorAvdeenko, T.V.-
dc.contributor.authorBannova, N.A.-
dc.date.accessioned2017-05-25 13:52:55-
dc.date.available2017-05-25 13:52:55-
dc.date.issued2017-
dc.identifierDspace\SGAU\20170523\64168ru
dc.identifier.citationStashevsky P.S. The data processing and decision support in healthcare systems / P.S. Stashevsky, I.N. Yakovina, T.V. Avdeenko, N.A. Bannova // Сборник трудов III международной конференции и молодежной школы «Информационные технологии и нанотехнологии» (ИТНТ-2017) - Самара: Новая техника, 2017. - С. 1876-1880.ru
dc.identifier.urihttp://repo.ssau.ru/handle/Informacionnye-tehnologii-i-nanotehnologii/The-data-processing-and-decision-support-in-healthcare-systems-64168-
dc.description.abstractThe article describes the characteristics of diagnostic and management tasks solved in healthcare information systems. We propose an approach based on the use of ensemble models (variant modeling) to solve problems of decision support. The variant modeling is a method that applies the set of models for solving one task. The models can have different structures and use different input features. Also, we propose the method called “Modeleteka” for structure store and automatically select models to solve tasks in healthcare information systems. This method allows append new models and train old from ensemble in the maintenance of information system.ru
dc.language.isoenru
dc.publisherНовая техникаru
dc.subjecthealthcare information systemru
dc.subjectdecision supportru
dc.subjectensemble modelsru
dc.subjectvariant modellingru
dc.subjectmodeletekaru
dc.titleThe data processing and decision support in healthcare systemsru
dc.typeArticleru
dc.textpartThe method Modeleteka allows store and select set of models to solve various problems of healthcare information systems. In additional, the using of accuracy metrics allows applies evaluation procedures, when metrics is recalculated and models chsnge to new tasks. 3.3. The method of variant modelling We obtain a set of models M1,…,Mn to solve task using Modeleteka. In this case, we can use ensemble models (variant modelling). It’s a method, based on...-
Располагается в коллекциях: Информационные технологии и нанотехнологии

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