Irina Myagkova

According to our database, Irina Myagkova authored at least 4 papers between 2015 and 2019.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2019

Quality of Prediction of Daily Relativistic Electrons Flux at Geostationary Orbit by Machine Learning Methods.

Irina Myagkova, Alexander Efitorov, Vladimir Shiroky, Sergey Dolenko

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Text and Time Series, 2019

2017

Neural Network Prediction of Daily Relativistic Electrons Fluence in the Outer Radiation Belt of the Earth: Selection of Delay Embedding Method.

Roman Batusov, Sergey Dolenko, Irina Myagkova

Proceedings of the 8th Annual International Conference on Biologically Inspired Cognitive Architectures, 2017

2016

Effect of Simultaneous Time Series Prediction with Various Horizons on Prediction Quality at the Example of Electron Flux in the Outer Radiation Belt of the Earth.

Irina Myagkova, Vladimir Shiroky, Sergey Dolenko

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

2015

Horizon of Neural Network Prediction of Relativistic Electrons Flux in the Outer Radiation Belt of the Earth.

Irina Myagkova, Sergey Dolenko, Vladimir Shiroky, Natalia Sentemova, Igor Persiantsev

Proceedings of the Workshop Proceedings of the 16th International Conference on Engineering Applications of Neural Networks, 2015