Lyudmyla Kirichenko

45 papers Misc 4Journal 16Unranked 23

Year	Rank	Type	Title / Venue / Authors
2026	—	`ed.`	Proceedings of the Information Technology and Implementation (IT&I) Workshop: Artificial Intelligence Technologies and Data Science (IT&I-WS: AITDS 2025), Kyiv, Ukraine, November 20 - 21, 2025. AITDS@IT&I Vitaliy Snytyuk, Lyudmyla Kirichenko, Oksana Mulesa, Serhii Lupenko
2025	J	`jnl`	Continuous Maximum Coverage Location Problem with Arbitrary Shape of Service Areas and Regional Demand. Symmetry Sergiy Yakovlev, Sergiy Shekhovtsov, Lyudmyla Kirichenko, Olha Matsyi, Dmytro Podzeha, Dmytro Chumachenko
2025	—	`ed.`	Proceedings of the Information Technology and Implementation (IT&I) Workshop: IT Infrastructure and Applied Solutions (IT&I-WS 2024: ITIAS), Kyiv, Ukraine, November 20 - 21, 2024. ITIAS@IT&I Vitaliy Snytyuk, Lyudmyla Kirichenko, Oksana Mulesa, Serhii A. Lupenko
2024	—	`conf`	Exploring Stochastic Time Series Structure Through Wavelet Entropy. ISDMCI (1) Lyudmyla Kirichenko, Oksana Pichugina, Larysa Chala, Tamara Radivilova
2024	—	`conf`	Multicriteria Linear Assignment Problem in Healthcare Improvement. ProfIT AI Oksana Pichugina, Lyudmyla Kirichenko, Yurii Skob
2023	—	`conf`	Analysis of the Influence of Pulse Width Modulation of Artificial Lighting Sources on the Human Body Using Artificial Intelligence Methods. IntSol Lyudmyla Kirichenko, Artur Zhadan, Alla Selivanova
2023	—	`conf`	Constraint Community Detection: modelling approaches with applications. ProfIT AI Oksana Pichugina, Lyudmyla Kirichenko, Yurii Skob, Olha Matsiy
2023	—	`conf`	The Fractional Brownian Motion Dataset for Evaluating Extreme Quantiles Forecasting Methods. IntSol Lyudmyla Kirichenko, Roman Lavrynenko, Nataliya Ryabova
2023	Misc	`conf`	Trap Detection in Brownian Particle Trajectories Using Machine Learning Clustering Methods. CSIT Lyudmyla Kirichenko, Daryna Khatsko, Oksana Pichugina
2022	—	`conf`	Application of Wavelet Transform for Machine Learning Classification of Time Series. ISDMCI Lyudmyla Kirichenko, Oksana Pichugina, Tamara Radivilova, Kyrylo Pavlenko
2022	—	`conf`	Binary classification: Ensemble Methods Utilizing Decision Theory Tools. ProfIT AI Oksana Pichugina, Lyudmyla Kirichenko, Tamara Radivilova
2022	J	`jnl`	Detection of Shoplifting on Video Using a Hybrid Network. Comput. Lyudmyla Kirichenko, Tamara Radivilova, Bohdan Sydorenko, Sergiy Yakovlev
2022	—	`conf`	Trend Detection in Short Time Series Using Discrete Wavelet Transform. IT&I Lyudmyla Kirichenko, Tamara Radivilova, Oksana Pichugina, Larysa Chala, Danyil Khandak
2022	Misc	`conf`	Video Surveillance Shoplifting Recognition Based on a Hybrid Neural Network. CSIT Lyudmyla Kirichenko, Bohdan Sydorenko, Tamara Radivilova, Petro Zinchenko
2022	Misc	`conf`	Wavelet-Based Estimation of Hurst Exponent Using Neural Network. CSIT Lyudmyla Kirichenko, Kyrylo Pavlenko, Daryna Khatsko
2021	—	`conf`	Analysis of Anomaly Detection and Identification Methods in 5G Traffic. IDAACS Tamara Radivilova, Lyudmyla Kirichenko, Oleksandr Lemeshko, Dmytro Ageyev, Oksana Mulesa, Andrii Ilkov
2021	—	`conf`	Applying Recurrence Plots to Classify Time Series. COLINS Lyudmyla Kirichenko, Tamara Radivilova, Juliia Stepanenko
2021	—	`conf`	Applying Visibility Graphs to Classify Time Series. ISDMCI Lyudmyla Kirichenko, Tamara Radivilova, Vitalii Ryzhanov
2021	—	`conf`	Clustering Time Series of Complex Dynamics by Features. IT&I Lyudmyla Kirichenko, Oksana Pichugina, Hlib Zinchenko
2020	—	`conf`	Classification of Time Realizations Using Machine Learning Recognition of Recurrence Plots. ISDMCI Lyudmyla Kirichenko, Petro Zinchenko, Tamara Radivilova
2020	—	`conf`	Machine learning classification of multifractional Brownian motion realizations. CMIS Lyudmyla Kirichenko, Vitalii Bulakh, Tamara Radivilova
2020	—	`conf`	The Complex Method of Intrusion Detection Based on Anomaly Detection and Misuse Detection. DESSERT Tamara Radivilova, Lyudmyla Kirichenko, Abed Saif Alghawli, Andrii Ilkov, Maxim Tawalbeh, Petro Zinchenko
2020	—	`conf`	Two Approaches to Machine Learning Classification of Time Series Based on Recurrence Plots. DSMP Lyudmyla Kirichenko, Tamara Radivilova, Vitalii Bulakh, Petro Zinchenko, Abed Saif Alghawli
2019	J	`jnl`	Analyzes of the Distributed System Load with Multifractal Input Data Flows. CoRR Lyudmyla Kirichenko, Tamara Radivilova
2019	—	`conf`	Binary Classification of Fractal Time Series by Machine Learning Methods. ISDMCI Lyudmyla Kirichenko, Tamara Radivilova, Vitalii Bulakh
2019	J	`jnl`	Calculation of distributed system imbalance in condition of multifractal load. CoRR Tamara Radivilova, Lyudmyla Kirichenko, Igor Ivanisenko
2019	J	`jnl`	Calculation of routing value in MPLS network according to traffic fractal properties. CoRR Tamara Radivilova, Lyudmyla Kirichenko, Oleksandra Yeremenko
2019	—	`conf`	Classification Methods of Machine Learning to Detect DDoS Attacks. IDAACS Tamara Radivilova, Lyudmyla Kirichenko, Dmytro Ageiev, Vitalii Bulakh
2019	—	`conf`	Comparative Analysis of Noisy Time Series Clusterin. COLINS Lyudmyla Kirichenko, Tamara Radivilova, Anastasiia Tkachenko
2019	J	`jnl`	Decrypting SSL/TLS traffic for hidden threats detection. CoRR Tamara Radivilova, Lyudmyla Kirichenko, Dmytro Ageyev, Maxim Tawalbeh, Vitalii Bulakh
2019	J	`jnl`	Development of QoS methods in the information networks with fractal traffic. CoRR Yousef Daradkeh Eid Mubarak, Lyudmyla Kirichenko, Tamara Radivilova
2019	J	`jnl`	Forecasting Weakly Correlated Time Series in Tasks of Electronic Commerce. CoRR Lyudmyla Kirichenko, Tamara Radivilova, Illya Zinkevich
2019	J	`jnl`	Fractal Time Series Analysis of Social Network Activities. CoRR Lyudmyla Kirichenko, Vitalii Bulakh, Tamara Radivilova
2019	J	`jnl`	Investigation of Multifractal Properties of Additive Data Stream. CoRR Igor Ivanisenko, Lyudmyla Kirichenko, Tamara Radivilova
2019	J	`jnl`	Investigation of Self-similar Properties of Additive Data Traffic. CoRR Igor Ivanisenko, Lyudmyla Kirichenko, Tamara Radivilova
2019	—	`conf`	Machine Learning Detection of DDoS Attacks Based on Visualization of Recurrence Plots. CMiGIN Lyudmyla Kirichenko, Petro Zinchenko, Tamara Radivilova, Maksym Tawalbeh
2019	J	`jnl`	Machine Learning in Classification Time Series with Fractal Properties. Data Lyudmyla Kirichenko, Tamara Radivilova, Vitalii Bulakh
2019	J	`jnl`	Method of Self-Similar Load Balancing in Network Intrusion Detection System. CoRR Dmytro Ageyev, Lyudmyla Kirichenko, Tamara Radivilova, Maksym Tawalbeh, Oleksii Baranovskyi
2019	J	`jnl`	The Methods to Improve Quality of Service by Accounting Secure Parameters. CoRR Tamara Radivilova, Lyudmyla Kirichenko, Dmytro Ageiev, Vitalii Bulakh
2019	J	`jnl`	Time series classification based on fractal properties. CoRR Vitalii Bulakh, Lyudmyla Kirichenko, Tamara Radivilova
2018	J	`jnl`	Detecting cyber threats through social network analysis: short survey. CoRR Lyudmyla Kirichenko, Tamara Radivilova, Anders Carlsson
2018	—	`conf`	Time Series Classification Based on Fractal Properties. DSMP Vitalii Bulakh, Lyudmyla Kirichenko, Tamara Radivilova
2017	—	`conf`	Forecasting weakly correlated time series in tasks of electronic commerce. CSIT (1) Lyudmyla Kirichenko, Tamara Radivilova, Illya Zinkevich
2016	—	`conf`	Investigation of multifractal properties of additive data stream. DSMP Igor Ivanisenko, Lyudmyla Kirichenko, Tamara Radivilova
2015	Misc	`conf`	Investigation of self-similar properties of additive data traffic. CSIT Igor Ivanisenko, Lyudmyla Kirichenko, Tamara Radivilova