Illia Fedorin

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 8

Top Topics

Temporal Relationships

Physiological Parameters

Wearable Devices

Top Venues

UbiComp/ISWC Adjunct

Publications

Illia Fedorin, A. Smielova, Margaryta Nastenko, Illia Krasnoshchok
Forecasting of breathing events during nocturnal sleep using encoder-decoder recurrent neural network based on a sensors data of consumer smartwatches. EMBC (2023)
Illia Fedorin, Vitalii Pohribnyi, Denys Sverdlov, Illia Krasnoshchok
Neural network based algorithm for a spectrogram classification of wrist-type PPG using high-order harmonics processing. EMBC (2022)
Illia Fedorin, Vitalii Pohribnyi, Denys Sverdlov, Illia Krasnoshchok
Lightweight neural network based model for real-time precise HR monitoring during high intensity workout using consumer smartwatches. EMBC (2022)
Illia Fedorin, Kostyantyn Slyusarenko, Vitalii Pohribnyi, JongSeok Yoon, Gunguk Park, Hyunsu Kim
Heart rate trend forecasting during high-intensity interval training using consumer wearable devices. MobiCom (2021)
Illia Fedorin, Kostyantyn Slyusarenko
Consumer Smartwatches As a Portable PSG: LSTM Based Neural Networks for a Sleep-Related Physiological Parameters Estimation. EMBC (2021)
Illia Fedorin, Kostyantyn Slyusarenko, Margaryta Nastenko
Respiratory events screening using consumer smartwatches. UbiComp/ISWC Adjunct (2020)
Kostyantyn Slyusarenko, Illia Fedorin
Smart alarm based on sleep stages prediction. EMBC (2020)
Kostyantyn Slyusarenko, Illia Fedorin, Wonkyu Lee
Sleep stages classifier with eliminated apnea impact. UbiComp/ISWC Adjunct (2019)