Lyudmyla Kirichenko

Roman Lavrynenko

Nataliya Ryabova

Trap Detection in Brownian Particle Trajectories Using Machine Learning Clustering Methods.

[BibT_eX]

[DOI]

Daryna Khatsko

Oksana Pichugina

Proceedings of the 18th IEEE International Conference on Computer Science and Information Technologies, 2023

2022

Detection of Shoplifting on Video Using a Hybrid Network.

[BibT_eX]

[DOI]

Comput., 2022

Binary classification: Ensemble Methods Utilizing Decision Theory Tools.

[BibT_eX]

[DOI]

Oksana Pichugina

Proceedings of the 2nd International Workshop of IT-professionals on Artificial Intelligence (ProfIT AI 2022) 2022, 2022

Trend Detection in Short Time Series Using Discrete Wavelet Transform.

[BibT_eX]

[DOI]

Proceedings of the Selected Papers of the IX International Scientific Conference "Information Technology and Implementation" (IT&I-2022). Conference Proceedings Kyiv, Ukraine, November 30, 2022

Application of Wavelet Transform for Machine Learning Classification of Time Series.

[BibT_eX]

[DOI]

Proceedings of the Lecture Notes in Data Engineering, Computational Intelligence, and Decision Making, 2022

Video Surveillance Shoplifting Recognition Based on a Hybrid Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Computer Sciences and Information Technologies, 2022

Wavelet-Based Estimation of Hurst Exponent Using Neural Network.

[BibT_eX]

[DOI]

Kyrylo Pavlenko

Daryna Khatsko

Proceedings of the 17th IEEE International Conference on Computer Sciences and Information Technologies, 2022

2021

Clustering Time Series of Complex Dynamics by Features.

[BibT_eX]

[DOI]

Oksana Pichugina

Hlib Zinchenko

Proceedings of the Selected Papers of the VIII International Scientific Conference "Information Technology and Implementation" (IT&I-2021). Conference Proceedings, 2021

Applying Visibility Graphs to Classify Time Series.

[BibT_eX]

[DOI]

Vitalii Ryzhanov

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2021

Analysis of Anomaly Detection and Identification Methods in 5G Traffic.

[BibT_eX]

[DOI]

Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021

Applying Recurrence Plots to Classify Time Series.

[BibT_eX]

[DOI]

Juliia Stepanenko

Proceedings of the 5th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2021). Volume I: Main Conference, 2021

2020

Classification of Time Realizations Using Machine Learning Recognition of Recurrence Plots.

[BibT_eX]

[DOI]

Petro Zinchenko

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2020

Two Approaches to Machine Learning Classification of Time Series Based on Recurrence Plots.

[BibT_eX]

[DOI]

Proceedings of the IEEE Third International Conference on Data Stream Mining, Processing, 2020

The Complex Method of Intrusion Detection Based on Anomaly Detection and Misuse Detection.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Dependable Systems, 2020

Machine learning classification of multifractional Brownian motion realizations.

[BibT_eX]

[DOI]

Proceedings of The Third International Workshop on Computer Modeling and Intelligent Systems (CMIS-2020), 2020

2019

Machine Learning in Classification Time Series with Fractal Properties.

[BibT_eX]

[DOI]

Data, 2019

The Methods to Improve Quality of Service by Accounting Secure Parameters.

[BibT_eX]

[DOI]

CoRR, 2019

Fractal Time Series Analysis of Social Network Activities.

[BibT_eX]

[DOI]

CoRR, 2019

Calculation of distributed system imbalance in condition of multifractal load.

[BibT_eX]

[DOI]

Igor Ivanisenko

CoRR, 2019

Dynamic load balancing algorithm of distributed systems.

[BibT_eX]

[DOI]

Lyudmila Kirichenko

Igor Ivanisenko

CoRR, 2019

Decrypting SSL/TLS traffic for hidden threats detection.

[BibT_eX]

[DOI]

CoRR, 2019

Method of Self-Similar Load Balancing in Network Intrusion Detection System.

[BibT_eX]

[DOI]

CoRR, 2019

Calculation of routing value in MPLS network according to traffic fractal properties.

[BibT_eX]

[DOI]

Oleksandra Yeremenko

CoRR, 2019

Analyzes of the Distributed System Load with Multifractal Input Data Flows.

[BibT_eX]

[DOI]

Yousef Daradkeh Eid Mubarak

CoRR, 2019

Development of QoS methods in the information networks with fractal traffic.

[BibT_eX]

[DOI]

CoRR, 2019

Binary Classification of Fractal Time Series by Machine Learning Methods.

[BibT_eX]

[DOI]

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2019

Classification Methods of Machine Learning to Detect DDoS Attacks.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2019

Comparative Analysis of Noisy Time Series Clusterin.

[BibT_eX]

[DOI]

Anastasiia Tkachenko

Proceedings of the 3rd International Conference on Computational Linguistics and Intelligent Systems (COLINS-2019). Volume I: Main Conference, 2019

Machine Learning Detection of DDoS Attacks Based on Visualization of Recurrence Plots.

[BibT_eX]

[DOI]

Proceedings of the International Workshop on Conflict Management in Global Information Networks (CMiGIN 2019) co-located with 1st International Conference on Cyber Hygiene and Conflict Management in Global Information Networks (CyberConf 2019), 2019

2018

Detecting cyber threats through social network analysis: short survey.

[BibT_eX]

[DOI]

Anders Carlsson

CoRR, 2018

Time Series Classification Based on Fractal Properties.

[BibT_eX]

[DOI]

Proceedings of the Second International Conference on Data Stream Mining & Processing, 2018

2017

Forecasting weakly correlated time series in tasks of electronic commerce.

[BibT_eX]

[DOI]

Illya Zinkevich

Proceedings of the 2017 12th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT), Lviv, Ukraine, September 5-8, 2017, 2017

2016

Investigation of multifractal properties of additive data stream.

[BibT_eX]

[DOI]

Igor Ivanisenko