Machine learning in classification time series with fractal properties L Kirichenko, T Radivilova, V Bulakh Data 4 (1), 5, 2018 | 69 | 2018 |
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 | 60 | 2018 |
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 | 51 | 2019 |
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 | 47 | 2020 |
Time series classification based on fractal properties V Bulakh, L Kirichenko, T Radivilova 2018 IEEE Second International Conference on Data Stream Mining & Processing …, 2018 | 44 | 2018 |
Fractal time series analysis of social network activities K Lyudmyla, B Vitalii, R Tamara 2017 4th International Scientific-Practical Conference Problems of …, 2017 | 41 | 2017 |
Classification of fractal time series using recurrence plots L Kirichenko, T Radivilova, V Bulakh 2018 International Scientific-Practical Conference Problems of …, 2018 | 37 | 2018 |
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 |
Classification of multifractal time series by decision tree methods B Vitalii, L Kirichenko, T Radivilova 14th International Conference on ICT in Education, Research and Industrial …, 2018 | 20 | 2018 |
Two approaches to machine learning classification of time series based on recurrence plots L Kirichenko, T Radivilova, V Bulakh, P Zinchenko, AS Alghawli 2020 IEEE Third International Conference on Data Stream Mining & Processing …, 2020 | 16 | 2020 |
Intrusion detection based on machine learning using fractal properties of traffic realizations T Radivilova, L Kirichenko, D Ageyev, M Tawalbeh, V Bulakh, ... 2019 IEEE International Conference on Advanced Trends in Information Theory …, 2019 | 16 | 2019 |
Generalized approach to Hurst exponent estimating by time series L Kirichenko, T Radivilova, V Bulakh Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska 8, 2018 | 15 | 2018 |
Machine learning classification of multifractional Brownian motion realizations L Kirichenko, T Radivilova, V Bulakh ХНУРЕ, 2020 | 14 | 2020 |
Comparative analysis of machine learning classification of time series with fractal properties T Radivilova, L Kirichenko, B Vitalii 2019 IEEE 8th International Conference on Advanced Optoelectronics and …, 2019 | 14 | 2019 |
Intrusion Detection of Traffic Realizations Based on Maching Learning Using Fractal Properties T Radivilova, D Ageiev, L Kirichenko, V Bulakh 2018 International Conference on Information and Telecommunication …, 2018 | 5 | 2018 |
„Time series classification based on fractal properties”, IEEE Second International Conference on Data Stream Mining & Processing (DSMP) V Bulakh, L Kirichenko, T Radivilova IEEE, 2018 | 5 | 2018 |
Інформаційна технологія класифікації упорядкованих масивів даних з фрактальними властивостями ВА Булах Радиоэлектроника и информатика, 66-72, 2020 | 3 | 2020 |
Інформаційна технологія класифікації фрактальних часових рядів L Kirichenko, V Bulakh, P Zinchenko, M Tawalbeh System technologies 3 (128), 115-126, 2020 | 2 | 2020 |
THE LOAD BALANCING OF SELF-SIMILAR TRAFFIC IN NETWORK INTRUSION DETECTION SYSTEMS T Radivilova, L Kirichenko, M Tawalbeh, P Zinchenko, V Bulakh Cybersecurity: Education, Science, Technique 3 (7), 17-30, 2020 | 2 | 2020 |
Классификация мультифрактальных стохастических временных рядов с использованием мета-алгоритмов на основе деревьев решений ВА Булах, ЛО Кириченко, ТА Радивилова | 2 | 2018 |