Online Medical Data Stream Mining Based on Adaptive Neuro-Fuzzy Approaches

• Veröffentlicht in: Кибернетика и вычислительная техника
• Datum: 2019
• Hauptverfasser: Perova, I.G., Bodyanskiy, Ye.V.
• Format: Artikel
• Sprache: Ukrainisch
• Veröffentlicht: Міжнародний науково-навчальний центр інформаційних технологій і систем НАН України та МОН України 2019
• Schlagworte: Informatics and Information Technologies
• Online Zugang: https://nasplib.isofts.kiev.ua/handle/123456789/168336
• Назва журналу: Digital Library of Periodicals of National Academy of Sciences of Ukraine
• Zitieren: Online Medical Data Stream Mining Based on Adaptive Neuro-Fuzzy Approaches / I.G. Perova, Ye.V. Bodyanskiy // Cybernetics and computer engineering. — 2019. — № 4 (198). — С. 3-25. — Бібліогр.: 29 назв. — англ.

The purpose of the paper is to develop approach, based on adaptive neuro-fuzzy systems to solve the tasks of medical data stream mining in online-mode. Results. As a result, approbation of the developed approach in supervised learning mode using multidimensional neo-fuzzy neuron on medical data of...