Vitaly M. Zabiniako

According to our database, Vitaly M. Zabiniako authored at least 17 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Detecting and Identifying Insider Threats Based on Advanced Clustering Methods.

Oksana Nikiforova, Andrejs Romanovs, Vitaly M. Zabiniako, Jurijs Kornienko

IEEE Access, 2024

Towards Validation of Insider Threat Identification Algorithm with Synthetic Data.

Oksana Nikiforova, Vitaly M. Zabiniako

Proceedings of the Joint Proceedings of Baltic DB&IS Conference Forum and Doctoral Consortium 2024 co-located with 16th International Baltic Conference on Digital Business and Intelligent Systems (Baltic DB&IS 2024), 2024

2023

E-Step Control: Solution for Processing and Analysis of IS Users Activities in the Context of Insider Threat Identification Based on Markov Chain.

Oksana Nikiforova, Vitaly M. Zabiniako, Jurijs Kornienko

Proceedings of the Intelligent Systems and Applications, 2023

2022

Integrated Solution to Overcome Work Efficiency Challenges within Trending Remote Work.

Oksana Nikiforova, Vitaly M. Zabiniako, Jurijs Kornienko, Pavels Garkalns, Ruslan Rizhko

Appl. Comput. Syst., December, 2022

Application of the Solution for Analysis of IT Systems Users Experience on the Example of Internet Bank Usage.

Oksana Nikiforova, Vitaly M. Zabiniako, Jurijs Kornienko, Madara Gasparovica-Asite, Amanda Silina

Proceedings of the Intelligent Systems and Applications, 2022

Solution to CAD Designer Effort Estimation based on Analogy with Software Development Metrics.

Oksana Nikiforova, Vitaly M. Zabiniako, Jurijs Kornienko, Pavels Garkalns, Ruslan Rizhko, Madara Gasparovica-Asite

Proceedings of the 17th International Conference on Evaluation of Novel Approaches to Software Engineering, 2022

2021

Solution to On-line vs On-site Work Efficiency Analysis on the Example of Engineering System Designer Work.

Oksana Nikiforova, Vitaly M. Zabiniako, Jurijs Kornienko, Ruslan Rizhko, Kristaps Babris, Vladimirs Nikulsins, Pavels Garkalns, Madara Gasparovica-Asite

Appl. Comput. Syst., 2021

Solution to Analysis of IT System User Behaviour Using AI/ML Algorithms.

Oksana Nikiforova, Vitaly M. Zabiniako, Jurijs Kornienko, Madara Gasparovica-Asite, Amanda Silina

Appl. Comput. Syst., 2021

Mapping of Source and Target Data for Application to Machine Learning Driven Discovery of IS Usability Problems.

Oksana Nikiforova, Vitaly M. Zabiniako, Jurijs Kornienko, Madara Gasparovica-Asite, Amanda Silina

Appl. Comput. Syst., 2021

Classification with LSTM Networks in User Behaviour Analytics with Unbalanced Environment.

Sergei Parshutin, Arnis Kirshners, Yuri Kornijenko, Vitaly M. Zabiniako, Madara Gasparovica-Asite, Aivars Rozkalns

Autom. Control. Comput. Sci., 2021

2017

Implementation and operation aspects of a system for detecting abnormally level of user activity.

Pavel Osipov, Ludmila Aleksejeva, Arkady Borisov, Yu. A. Chizhov, Tatjana Zmanovska, Vitaly M. Zabiniako

Autom. Control. Comput. Sci., 2017

2014

Analysis of the Usage of Magnetic Force-directed Approach and Visual Techniques for Interactive Context-based Drawing of Multi-attributed Graphs.

Vitaly M. Zabiniako, Pavel Rusakov

Appl. Comput. Syst., 2014

2012

Using Concatenated Steganography for Visual Analysis in GIS SOA.

Andrew Yershov, Vitaly M. Zabiniako, Pavel Semenchuk

Appl. Comput. Syst., 2012

Visualization of Graph Structures with Magnetic-Spring Model and Color-Coded Interaction.

Vitaly M. Zabiniako

Proceedings of the Databases and Information Systems VII, 2012

2011

The Definition of Framework for Automated Creation of Graph Visualization Systems.

Vitaly M. Zabiniako, Pavel Rusakov

Sci. J. Riga Tech. Univ. Ser. Comput. Sci., 2011

2009

Definition of General Requirements for Graph Visualization Software.

Vitaly M. Zabiniako, Pavel Rusakov

Sci. J. Riga Tech. Univ. Ser. Comput. Sci., 2009

Using Force-Based Graph Layout for Clustering of Relational Data.

Vitaly M. Zabiniako

Proceedings of the Advances in Databases and Information Systems, 2009