Machine learning in classification time series with fractal properties L Kirichenko, T Radivilova, V Bulakh Data 4 (1), 5, 2018 | 66 | 2018 |
Comparative analysis for estimating of the Hurst exponent for stationary and nonstationary time series L Kirichenko, T Radivilova, Z Deineko Information Technologies & Knowledge 5 (1), 371-388, 2011 | 57 | 2011 |
Decrypting SSL/TLS traffic for hidden threats detection T Radivilova, L Kirichenko, D Ageyev, M Tawalbeh, V Bulakh 2018 IEEE 9th International Conference on Dependable Systems, Services and …, 2018 | 56 | 2018 |
Detecting cyber threats through social network analysis: short survey L Kirichenko, T Radivilova, A Carlsson arXiv preprint arXiv:1805.06680, 2018 | 55 | 2018 |
Binary classification of fractal time series by machine learning methods L Kirichenko, T Radivilova, V Bulakh Lecture Notes in Computational Intelligence and Decision Making: Proceedings …, 2020 | 46 | 2020 |
Classification methods of machine learning to detect DDoS attacks T Radivilova, L Kirichenko, D Ageiev, V Bulakh 2019 10th IEEE International Conference on Intelligent Data Acquisition and …, 2019 | 43 | 2019 |
Time series classification based on fractal properties V Bulakh, L Kirichenko, T Radivilova 2018 IEEE Second International Conference on Data Stream Mining & Processing …, 2018 | 43 | 2018 |
Fractal time series analysis of social network activities K Lyudmyla, B Vitalii, R Tamara 2017 4th International Scientific-Practical Conference Problems of …, 2017 | 42 | 2017 |
Classification of fractal time series using recurrence plots L Kirichenko, T Radivilova, V Bulakh 2018 International Scientific-Practical Conference Problems of …, 2018 | 36 | 2018 |
Method of self-similar load balancing in network intrusion detection system D Ageyev, L Kirichenko, T Radivilova, M Tawalbeh, O Baranovskyi 2018 28th international conference radioelektronika (RADIOELEKTRONIKA), 1-4, 2018 | 36 | 2018 |
Generalized approach to analysis of multifractal properties from short time series L Kirichenko, A Abed Saif Ahmed, T Radivilova ХНУРЕ, 2020 | 35 | 2020 |
Modeling telecommunications traffic using the stochastic multifractal cascade process L Kirichenko, T Radivilova, E Kayali, K Markov, V Velychko, O Voloshin Problems of Computer Intellectualization, 55-63, 2012 | 32 | 2012 |
The methods to improve quality of service by accounting secure parameters T Radivilova, L Kirichenko, D Ageiev, V Bulakh Advances in Computer Science for Engineering and Education II, 346-355, 2020 | 30 | 2020 |
Development of QoS methods in the information networks with fractal traffic Y Daradkeh, L Lyudmyla, T Radivilova International Journal of Electronics and Telecommunication 64 (1), 27-32, 2018 | 30 | 2018 |
Comparative Analysis of Noisy Time Series Clusterin. L Kirichenko, T Radivilova, A Tkachenko COLINS, 184-196, 2019 | 28 | 2019 |
Comparative analysis of conversion series forecasting in e-commerce tasks L Kirichenko, T Radivilova, I Zinkevich Advances in Intelligent Systems and Computing II: Selected Papers from the …, 2018 | 28 | 2018 |
Infocommunication networks design with self-similar traffic D Ageyev, A Mohsin, T Radivilova, L Kirichenko 2019 IEEE 15th international conference on the experience of designing and …, 2019 | 26 | 2019 |
Analyzes of the distributed system load with multifractal input data flows L Kirichenko, T Radivilova 2017 14th International conference the experience of designing and …, 2017 | 25 | 2017 |
Investigation of self-similar properties of additive data traffic I Ivanisenko, L Kirichenko, T Radivilova 2015 Xth International Scientific and Technical Conference" Computer …, 2015 | 24 | 2015 |
Classification of time realizations using machine learning recognition of recurrence plots L Kirichenko, P Zinchenko, T Radivilova International Scientific Conference “Intellectual Systems of Decision Making …, 2020 | 23 | 2020 |