Tbilisi CSIT Conference 2024
Proceedings of the Workshop on Data Analytics and Mathematical Modeling Within the framework of XV International Conference on Computer Science and Information Technologies.
The full issue:
This proceedings document encapsulates the scholarly contributions presented at the Workshop on Data Analytics and Mathematical Modeling, held within the framework of the XV International Conference on Computer Science and Information Technologies. The workshop took place from June 26 to 28 in Tbilisi, Georgia, and served as a vibrant platform for discussing advances at the intersection of data science, mathematical modeling, and computational methodologies.
Organized jointly by the Institute for Informatics and Automation Problems of the National Academy of Sciences of Armenia and The University of Georgia, the event brought together researchers, practitioners, and academics from around the globe. The workshop aimed to foster collaboration and exchange of ideas in cutting-edge areas such as artificial intelligence, quantum computing, cloud infrastructure, and algorithmic development.
The topics covered in these proceedings reflect a broad spectrum of innovative research, including neural network optimization, privacy-preserving data sharing, combinatorial analysis, and the mathematical modeling of complex systems. Each contribution showcases significant advancements and applications that underline the pivotal role of computational technologies in solving real-world challenges.
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Elisabed Asabashvili
Comparative Analysis of Ruby Language Libraries in the Field of Data Science
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Levon Aslanyan, Hasmik Sahakyan
Graph theoretical resolution of a state-agent-environment model
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Agit Atashyan, Artyom Lazyan, Davit Hayrapetyan, Hrachya Astsatryan, Vahagn Poghosyan, Suren Poghosyan
Cloud Infrastructure to Perform Distributed Multiuser Platform for Self-organizing UAV Swarms
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Romik Sargsyan, Roman Sahakyan, Emil Gazazyan, Shushanik Sargsyan, Sevak Sargsyan, Hrachya Astsatryan
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Nikoloz Katsitadze, Adeyinka Olanrewaju Ajagbe
Privacy-Preservation and Data-Sharing Security Issues in Banking Applications
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Nikoloz Katsitadze, Zurab Chachava
Optimizing the Mid-Size Microservice Architecture Ecosystem
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Konstantin Bulatov
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Tatiana Kosovskaya
Artificial Neural Networks that Change their Configuration
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Kosovskaya Tatiana, Zhou Juan
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Ketevan Kutkhashvili, Neli Kilasonia
Scheduling Theory Problem with an Unfixed Start Time
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George Giorgobiani, Vakhtang Kvaratskhelia, Vazha Tarieladze
Characterization of Sub-Gaussian Random Elements in Banach Spaces
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Mariam Haroutunian, Arsen Margaryan, Karen Mastoyan
Secure Online Voting Scheme Using Steganography
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Giorgi Baghaturia, Marine Menteshashvili
On the Numerical Solution of the Characteristic Problem for one Quasi-Linear Equation
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Merab Pkhovelishvili, Natela Archvadze, Zaza Tsiramua, Mariam Pkhovelishvili
Overview of "Sufficient" Forecasting Models
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Givi Qiria, Sulkhan Sulkhanishvili, Nikoloz Katsitadze
Development of examination software for the Faculty of Medicine
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Simon Razmadze
Scoring the Outcomes of 1-3-3 Multistage Model of Computerized Adaptive Testing
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Vladimir Sahakyan, Artur Vardanyan
Modeling of a Queueing System with Tasks Requiring Multiprocessor Service
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Revaz Kakubava, Nani Salia
Analysis of Time Measures for the M/G/1 System in a Random Environment
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Sergo Tsiramua, Hamlet Meladze, Tinatin Davitashvili, Aleksandre Benashvili, Lazare Kvirtia, Irakli Basheleishvili
Combinatorial Analysis of the Reliability of Multi-core Processors
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Mikhail Doryshin, Elena Zamyatina
Robots Interaction Algorithms: The Results of Simulation Experiments
