Lyudmyla Kirichenko

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 39

Top Topics

Binary Classification

Anomaly Detection

Wavelet Transform

Top Venues

Publications

Lyudmyla Kirichenko, Artur Zhadan, Alla Selivanova
Analysis of the Influence of Pulse Width Modulation of Artificial Lighting Sources on the Human Body Using Artificial Intelligence Methods. IntSol (2023)
Oksana Pichugina, Lyudmyla Kirichenko, Yurii Skob, Olha Matsiy
Constraint Community Detection: modelling approaches with applications. ProfIT AI (2023)
Lyudmyla Kirichenko, Roman Lavrynenko, Nataliya Ryabova
The Fractional Brownian Motion Dataset for Evaluating Extreme Quantiles Forecasting Methods. IntSol (2023)
Lyudmyla Kirichenko, Daryna Khatsko, Oksana Pichugina
Trap Detection in Brownian Particle Trajectories Using Machine Learning Clustering Methods. CSIT (2023)
Lyudmyla Kirichenko, Tamara Radivilova, Oksana Pichugina, Larysa Chala, Danyil Khandak
Trend Detection in Short Time Series Using Discrete Wavelet Transform. IT&I (2022)
Lyudmyla Kirichenko, Tamara Radivilova, Bohdan Sydorenko, Sergiy Yakovlev
Detection of Shoplifting on Video Using a Hybrid Network. Comput. 10 (11) (2022)
Lyudmyla Kirichenko, Oksana Pichugina, Tamara Radivilova, Kyrylo Pavlenko
Application of Wavelet Transform for Machine Learning Classification of Time Series. ISDMCI (2022)
Lyudmyla Kirichenko, Bohdan Sydorenko, Tamara Radivilova, Petro Zinchenko
Video Surveillance Shoplifting Recognition Based on a Hybrid Neural Network. CSIT (2022)
Oksana Pichugina, Lyudmyla Kirichenko, Tamara Radivilova
Binary classification: Ensemble Methods Utilizing Decision Theory Tools. ProfIT AI (2022)
Lyudmyla Kirichenko, Kyrylo Pavlenko, Daryna Khatsko
Wavelet-Based Estimation of Hurst Exponent Using Neural Network. CSIT (2022)
Lyudmyla Kirichenko, Oksana Pichugina, Hlib Zinchenko
Clustering Time Series of Complex Dynamics by Features. IT&I (2021)
Lyudmyla Kirichenko, Tamara Radivilova, Juliia Stepanenko
Applying Recurrence Plots to Classify Time Series. COLINS (2021)
Lyudmyla Kirichenko, Tamara Radivilova, Vitalii Ryzhanov
Applying Visibility Graphs to Classify Time Series. ISDMCI (2021)
Tamara Radivilova, Lyudmyla Kirichenko, Oleksandr Lemeshko, Dmytro Ageyev, Oksana Mulesa, Andrii Ilkov
Analysis of Anomaly Detection and Identification Methods in 5G Traffic. IDAACS (2021)
Lyudmyla Kirichenko, Vitalii Bulakh, Tamara Radivilova
Machine learning classification of multifractional Brownian motion realizations. CMIS (2020)
Tamara Radivilova, Lyudmyla Kirichenko, Abed Saif Alghawli, Andrii Ilkov, Maxim Tawalbeh, Petro Zinchenko
The Complex Method of Intrusion Detection Based on Anomaly Detection and Misuse Detection. DESSERT (2020)
Lyudmyla Kirichenko, Tamara Radivilova, Vitalii Bulakh, Petro Zinchenko, Abed Saif Alghawli
Two Approaches to Machine Learning Classification of Time Series Based on Recurrence Plots. DSMP (2020)
Lyudmyla Kirichenko, Petro Zinchenko, Tamara Radivilova
Classification of Time Realizations Using Machine Learning Recognition of Recurrence Plots. ISDMCI (2020)
Tamara Radivilova, Lyudmyla Kirichenko, Igor Ivanisenko
Calculation of distributed system imbalance in condition of multifractal load. CoRR (2019)
Dmytro Ageyev, Lyudmyla Kirichenko, Tamara Radivilova, Maksym Tawalbeh, Oleksii Baranovskyi
Method of Self-Similar Load Balancing in Network Intrusion Detection System. CoRR (2019)
Lyudmyla Kirichenko, Tamara Radivilova, Illya Zinkevich
Forecasting Weakly Correlated Time Series in Tasks of Electronic Commerce. CoRR (2019)
Lyudmyla Kirichenko, Vitalii Bulakh, Tamara Radivilova
Fractal Time Series Analysis of Social Network Activities. CoRR (2019)
Tamara Radivilova, Lyudmyla Kirichenko, Dmytro Ageiev, Vitalii Bulakh
The Methods to Improve Quality of Service by Accounting Secure Parameters. CoRR (2019)
Tamara Radivilova, Lyudmyla Kirichenko, Dmytro Ageiev, Vitalii Bulakh
Classification Methods of Machine Learning to Detect DDoS Attacks. IDAACS (2019)
Yousef Daradkeh Eid Mubarak, Lyudmyla Kirichenko, Tamara Radivilova
Development of QoS methods in the information networks with fractal traffic. CoRR (2019)
Lyudmyla Kirichenko, Tamara Radivilova
Analyzes of the Distributed System Load with Multifractal Input Data Flows. CoRR (2019)
Tamara Radivilova, Lyudmyla Kirichenko, Dmytro Ageyev, Maxim Tawalbeh, Vitalii Bulakh
Decrypting SSL/TLS traffic for hidden threats detection. CoRR (2019)
Tamara Radivilova, Lyudmyla Kirichenko, Oleksandra Yeremenko
Calculation of routing value in MPLS network according to traffic fractal properties. CoRR (2019)
Lyudmyla Kirichenko, Petro Zinchenko, Tamara Radivilova, Maksym Tawalbeh
Machine Learning Detection of DDoS Attacks Based on Visualization of Recurrence Plots. CMiGIN (2019)
Vitalii Bulakh, Lyudmyla Kirichenko, Tamara Radivilova
Time series classification based on fractal properties. CoRR (2019)
Lyudmyla Kirichenko, Tamara Radivilova, Vitalii Bulakh
Binary Classification of Fractal Time Series by Machine Learning Methods. ISDMCI (2019)
Lyudmyla Kirichenko, Tamara Radivilova, Vitalii Bulakh
Machine Learning in Classification Time Series with Fractal Properties. Data 4 (1) (2019)
Igor Ivanisenko, Lyudmyla Kirichenko, Tamara Radivilova
Investigation of Multifractal Properties of Additive Data Stream. CoRR (2019)
Lyudmyla Kirichenko, Tamara Radivilova, Anastasiia Tkachenko
Comparative Analysis of Noisy Time Series Clusterin. COLINS (2019)
Igor Ivanisenko, Lyudmyla Kirichenko, Tamara Radivilova
Investigation of Self-similar Properties of Additive Data Traffic. CoRR (2019)
Lyudmyla Kirichenko, Tamara Radivilova, Anders Carlsson
Detecting cyber threats through social network analysis: short survey. CoRR (2018)
Vitalii Bulakh, Lyudmyla Kirichenko, Tamara Radivilova
Time Series Classification Based on Fractal Properties. DSMP (2018)
Lyudmyla Kirichenko, Tamara Radivilova, Illya Zinkevich
Forecasting weakly correlated time series in tasks of electronic commerce. CSIT (1) (2017)
Igor Ivanisenko, Lyudmyla Kirichenko, Tamara Radivilova
Investigation of multifractal properties of additive data stream. DSMP (2016)
Igor Ivanisenko, Lyudmyla Kirichenko, Tamara Radivilova
Investigation of self-similar properties of additive data traffic. CSIT (2015)