Tamara Radivilova

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.

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[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.

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[DOI]

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

Designing Semi-Automated Decision-Making Expert Systems for Healthcare Tasks.

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[DOI]

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

Video Surveillance Shoplifting Recognition Based on a Hybrid Neural Network.

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[DOI]

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

Collaborative Human-AI Decision-Making Systems with Numerical Channels.

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[DOI]

Proceedings of the 12th International Conference on Advanced Computer Information Technologies, 2022

2021

Development of a Method to Find the Location of a Logistics Hub.

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[DOI]

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.

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[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.

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[DOI]

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

Information technology for time series forecasting based on the evolutionary method of the forecasting scheme synthesis.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Computer Sciences and Information Technologies, 2021

Traffic Monitoring and Abnormality Detection Methods for Decentralized Distributed Networks.

[BibT_eX]

[DOI]

Dmytro Ageyev

Proceedings of the Paper Proceedings of the Selected Papers on Publishing Papers with CEUR-WS co-located with Workshop on Cybersecurity Providing in Information and Telecommunication Systems (CPITS 2021), 2021

Applying Recurrence Plots to Classify Time Series.

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[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.

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[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.

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[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

Analysis of 2-Isogeny Properties of Generalized Form Edwards Curves.

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[DOI]

Proceedings of the Selected Papers on Cybersecurity Providing in Information and Telecommunication Systems (CPITS 2020), 2020

Machine learning classification of multifractional Brownian motion realizations.

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[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.

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[DOI]

Data, 2019

The multifractal load balancing method.

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[DOI]

CoRR, 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]

CoRR, 2019

Dynamic load balancing algorithm of distributed systems.

[BibT_eX]

[DOI]

Lyudmila Kirichenko

CoRR, 2019

Use of Approaches to the Methodology of Factor Analysis of Information Risks for the Quantitative Assessment of Information Risks Based on the Formation of Cause-And-Effect Links.

[BibT_eX]

[DOI]

CoRR, 2019

Decrypting SSL/TLS traffic for hidden threats detection.

[BibT_eX]

[DOI]

CoRR, 2019

Classification of Existing Virtualization Methods Used in Telecommunication Networks.

[BibT_eX]

[DOI]

CoRR, 2019

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

[BibT_eX]

[DOI]

CoRR, 2019

Survey of Major Load Balancing Algorithms in Distributed 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

Methods for Assessing the Maturity Levels of Software Ecosystems.

[BibT_eX]

[DOI]

Svitlana Popereshnyak

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

Comparative Analysis of Noisy Time Series Clusterin.

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[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

Social Networks Communication Infrastructure: the Challenges of Multiculturalism.

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[DOI]

2018

Test for penetration in Wi-Fi network: attacks on WPA2-PSK and WPA2-Enterprise.

[BibT_eX]

[DOI]

Hassan Ali Hassan

CoRR, 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.

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[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.

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[DOI]