Zobrazeno 1 - 3
of 3
pro vyhledávání: '"Yuriy Izotov"'
Publikováno v:
Mathematics, Vol 12, Iss 7, p 938 (2024)
The classification of time series using machine learning (ML) analysis and entropy-based features is an urgent task for the study of nonlinear signals in the fields of finance, biology and medicine, including EEG analysis and Brain–Computer Interfa
Externí odkaz:
https://doaj.org/article/3d456b71f8664930b4d771ddc7156e81
Publikováno v:
Algorithms, Vol 16, Iss 5, p 255 (2023)
Entropy measures are effective features for time series classification problems. Traditional entropy measures, such as Shannon entropy, use probability distribution function. However, for the effective separation of time series, new entropy estimatio
Externí odkaz:
https://doaj.org/article/dc2e7b315f3241a68697b869e7e45c22
Publikováno v:
Sensors, Vol 22, Iss 20, p 7886 (2022)
Healthcare digitalization requires effective applications of human sensors, when various parameters of the human body are instantly monitored in everyday life due to the Internet of Things (IoT). In particular, machine learning (ML) sensors for the p
Externí odkaz:
https://doaj.org/article/fe352f7374c64bc2b4c56f422443ec85