Illia Fedorin

According to our database, Illia Fedorin authored at least 8 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Forecasting of breathing events during nocturnal sleep using encoder-decoder recurrent neural network based on a sensors data of consumer smartwatches.

Illia Fedorin, Anastasiia Smielova, Margaryta Nastenko, Illia Krasnoshchok

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Neural network based algorithm for a spectrogram classification of wrist-type PPG using high-order harmonics processing.

Illia Fedorin, Vitalii Pohribnyi, Denys Sverdlov, Illia Krasnoshchok

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Lightweight neural network based model for real-time precise HR monitoring during high intensity workout using consumer smartwatches.

Illia Fedorin, Vitalii Pohribnyi, Denys Sverdlov, Illia Krasnoshchok

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

Heart rate trend forecasting during high-intensity interval training using consumer wearable devices.

Illia Fedorin, Kostyantyn Slyusarenko, Vitalii Pohribnyi, JongSeok Yoon, Gunguk Park, Hyunsu Kim

Proceedings of the ACM MobiCom '21: The 27th Annual International Conference on Mobile Computing and Networking, 2021

Consumer Smartwatches As a Portable PSG: LSTM Based Neural Networks for a Sleep-Related Physiological Parameters Estimation.

Illia Fedorin, Kostyantyn Slyusarenko

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Respiratory events screening using consumer smartwatches.

Illia Fedorin, Kostyantyn Slyusarenko, Margaryta Nastenko

Proceedings of the UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, 2020

Smart alarm based on sleep stages prediction.

Kostyantyn Slyusarenko, Illia Fedorin

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Sleep stages classifier with eliminated apnea impact.

Kostyantyn Slyusarenko, Illia Fedorin, Wonkyu Lee

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019