Публікація: Online Medical Data Stream Mining Based on Adaptive Neuro-Fuzzy Approaches
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Дата
2019
Автори
Назва журналу
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Видавництво
Cybernetics and computer engineering
Анотація
Data mining approaches in medical diagnostics tasks have a number of special
properties that do not allow the use of such approaches in a classical form. That’s why adaptive neuro-fuzzy systems for online medical data stream processing tasks and its learning algorithms have been developed. Proposed systems can process medical data streams in three modes: supervised learning, unsupervised learning and active learning.
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.
Опис
Ключові слова
medical data stream, adaptive system, neuro-fuzzy system, medical data mining
Бібліографічний опис
Perova I. Online Medical Data Stream Mining Based on Adaptive Neuro-Fuzzy Approaches / I. Perova, Y. Bodyanskiy // Cybernetics and computer engineering. -- 2019. -- No 4(198). -- C. 3--25