Nikolai Stepanov

According to our database, Nikolai Stepanov authored at least 3 papers between 2020 and 2021.

Collaborative distances:

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

2021

Comparison of Machine Learning Techniques Applied to Traffic Prediction of Real Wireless Network.

Daria Alekseeva, Nikolai Stepanov, Albert Veprev, Alexandra Sharapova, Elena Simona Lohan, Aleksandr Ometov

IEEE Access, 2021

On Machine Learning Applicability to Transaction Time Prediction for Time-Critical C-ITS Applications.

Nikolai Stepanov, Albert Veprev, Alexandra Sharapova, Daria Alekseeva, Mikhail M. Komarov, Elena Simona Lohan, Aleksandr Ometov

Proceedings of the 44th International Conference on Telecommunications and Signal Processing, 2021

2020

Applying Machine Learning to LTE Traffic Prediction: Comparison of Bagging, Random Forest, and SVM.

Nikolai Stepanov, Daria Alekseeva, Aleksandr Ometov, Elena Simona Lohan

Proceedings of the 12th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2020