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April 28, 2026
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Researchers at the HSE Faculty of Computer Science benchmarked more than 200,000 model configurations for predicting financial asset prices and realised volatility, showing that performance can be improved by filtering out noise at specific frequencies in advance. This technique increased accuracy in 65% of cases. The authors also developed their own algorithm, which achieves accuracy comparable to that of the best models while requiring less computational power. The study has been published in Applied Soft Computing.
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Performance evaluation of uplink NOMA in Wi-Fi networks

P. 1–5.
Korolev G., Kureev A., Khorov E., Shmelkin D.

© 2020 IEEE.Non-orthogonal multiple access (NOMA) is a key technology for future wireless systems. Keeping the number of antennas on the devices unchanged, NOMA increases the spectral efficiency of the wireless system and raises the aggregated system throughput. For this reason, NOMA is a very attractive technology for implementation in future Wi-Fi standards that will come after Wi-Fi 7. The paper proposes and evaluates uplink NOMA in Wi-Fi, The obtained results show approximately 100% gain in throughput of the uplink NOMA comparing with the legacy Wi-Fi systems.

Language: English
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Keywords: fairnesswi-fiWi-FiNOMAUplink transmission

In book

2020 International Conference Engineering and Telecommunication (En&T)
IEEE, 2020.
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