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IT&I 2021: Kyiv, Ukraine
- Anatoly Anisimov, Vitaliy Snytyuk, Chris Aldrich, Andreas Pester, Frédéric Mallet, Hiroshi Tanaka, Iurii Krak, Karsten Henke, Mykola Nikitchenko, Oleg Chertov, Oleksandr Marchenko, Sándor Bozóki, Vitaliy V. Tsyganok, Vladimir Vovk:
Selected Papers of the VIII International Scientific Conference "Information Technology and Implementation" (IT&I-2021). Conference Proceedings, Kyiv, Ukraine, December 01-03, 2021. CEUR Workshop Proceedings 3132, CEUR-WS.org 2022
Section 1: Artificial Intelligence Technologies
- Oleksandr Marchenko, Mariam Isoieva:
Automated Bot Detection Based on Coherence Metric. 1-12 - Vasyl Tereshchenko, Yaroslav Tereshchcenko:
Optimizing Algorithms of Text Detection on Images for Mobile Device Using Structural Approaches. 13-23 - Oleh Pihnastyi, Olha Ivanovska:
Improving the Prediction Quality for a Multi-Section Transport Conveyor Model Based on a Neural Network. 24-38 - Sergiy P. Zagorodnyuk, Bohdan Sus, Oleksandr S. Bauzha, Taras Chaikivskyi:
Applying the Neural Network Technologies for Cyclohexane Industrial Oxidation Data Analysis. 39-49
Section 2: Data Analytics & Digital Project Management Technologies
- Galyna Chornous, Tetiana Lem:
Product Valuation Modeling in Hybrid Recommendation Systems. 50-62 - Yurii Kryvenchuk, Viktoriia Lakiza, Yuliia Bidak, Iryna Myskiv:
Comparative Analysis of Basic Approaches to Implementing Model-Based Recommendation Systems Based on Implicit Economic Information. 63-72 - Vira Liubchenko, Nataliia O. Komleva, Svitlana Zinovatna:
Hierarchical Evaluation Methodology for Software Requirements Prioritization. 73-82 - Lyudmyla Kirichenko, Oksana Pichugina, Hlib Zinchenko:
Clustering Time Series of Complex Dynamics by Features. 83-93 - Andrii D. Nikolaiev, Anatoliy V. Anisimov:
Mathematical Word Problem Solution Evaluation via Data Preprocessing Approach. 94-103
Section 3: Mathematical Foundations of Information Technology
- Vasyl P. Martsenyuk, Marcin Bernas, Aleksandra Klos-Witkowska, Tomasz Gancarczyk:
On Parallel Processing of Machine Learning Based On Big Data and Voronoi Tessellation. 104-113 - Oleg Grygor, Eugene Fedorov, Olga Nechyporenko:
Forecast Method Based on the Time-Delay Mean Field Boltzmann Machine. 114-124 - Volodymyr Shymanskyi, Yaroslav Sokolovskyy:
Variational Method for Solving the Viscoelastic Deformation Problem in Biomaterials with Fractal Structure. 125-134 - Yuriy P. Zaychenko, Galib Hamidov:
Hybrid GMDH Deep Learning Networks - State-of Art and New Prospective Trends. 135-145
Section 4: Cyberspace Protection Technologies & Network and Internet Technologies
- Jakub Stepán Novák, Jan Masner, Petr Benda, Alexandr Vasilenko:
Driving Adoption of Agricultural IoT Solutions Through Product Design. 146-155 - Tetiana Babenko, Hryhorii Hnatiienko, Andrii Bigdan:
Model for Determining the Protection Level of a Complex System. 156-165 - Yuri Kravchenko, Olga Leshchenko, Nataliia Dakhno, Maksym Radko:
Comparative Evaluation of a Universities' Websites Quality. 166-175 - Nikolay A. Kiktev, Alexey Kutyrev, Dmitriy Khort, Oleksii Kalivoshko:
Web Application for an Information System for Diagnosing the Quality of Electricity Consumers Using Cloud Technologies. 176-185 - Andrii Kopp, Dmytro Orlovskyi, Sergey Orekhov:
Towards an Approach to Organization of Decentralized Business Process Model Repository. 186-197 - Vojtech Novák, Lukás Kovár, Michal Stoces, Martin Havránek:
IoT and GIS Data Platform Solutions in Agricultural. 198-210
Short Papers
- Igor O. Zavadskyi, Viktoriia Zavadska:
Reverse Multi-Delimiter Codes in English and Ukrainian Natural Language Text Compression. 211-219 - Serhii Kondratiuk, Iurii Krak, Vladislav A. Kuznetsov, Anatoliy Kulias:
Three-Dimensional Convolutions and Temporal Data for Sign Language Recognition. 220-228 - Gabit Omarov, Dzholdas Dzhuruntayev, Andriy Fesenko, Sanzhar Umbet, Serhii Dorozhynskyi:
Alternative Method of Cryptocurrency Wallets Managing. 229-236 - Serhii Shtanenko, Yurii Samokhvalov, Serhii Toliupa, Oleksiy Silko:
Increasing Survivability of Technological Systems Based on the Technology of Programmable Logic Device. 237-245 - Huan Zhou, Kateryna Kolesnikova, Viktor V. Morozov, Oleksandr Ryzhkov:
Human Resource Management in International Educational Service. 246-253 - Dmitriy Klyushin, Kateryna Golubeva:
Statistical and Geometrical Approaches to Homogeneity Testing. 254-262 - Oksana Mulesa, Oleksandr Mitsa, Tamara Radivilova, Igor Povkhan, Olena Melnyk:
Development of a Method to Find the Location of a Logistics Hub. 263-271 - Oleksii Bychkov, Evgen Gurko, Denys Khusainov, Andriy Shatyrko, Bedrich Puza, Veronika Novotná:
Construction of a Mathematical Model of the Heart Muscle. 272-280 - Leonid Hulianytskyi, Vyacheslav Korolyov, Oleksandr Khodzinskyi:
Solving the Problem of Vehicle Routing on Modern Quantum-Classical Cloud Services. 281-289 - Tetyana Sergeyeva, Dorin Festeu, Sergiy Bronin, Natalya Turlakova:
Student - Training Environment Interaction: Soft Skills Development within E-learning. 290-298
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