Table of Contents

• On-Line Relaxation Versus Off-Line Spectral Algorithm in the Learning of Polynomial Neural UnitsVladyslav Kotsovsky, Anatoliy Batyuk. 3-21 [doi]
• The Principles of Organizing the Search for an Object in an Image, Tracking an Object and the Selection of Informative Features Based on the Visual Perception of a PersonVitaliy Boyun. 22-44 [doi]
• Software and Algorithmic Support for Finite-Element Analysis of Anisotropic Heat-and-Mass Transfer Using Parallel and Cloud TechnologiesYaroslav Sokolovskyy, Andriy Nechepurenko, Ivan Sokolovskyy, Olha Mokrytska. 45-61 [doi]
• Hybrid Deep Convolutional Neural Network with Multimodal FusionOlena Vynokurova, Dmytro Peleshko, Marta Peleshko. 62-78 [doi]
• Modeling and Forecasting of Innovative, Scientific and Technical Activity Indicators Under Unstable Economic Situation in the Country: Case of UkraineLiubov Halkiv, Oleh Karyy, Ihor Kulyniak, Solomiya Ohinok. 79-97 [doi]
• The Issue of Efficient Generation of Generalized Features in Algorithmic Classification Tree MethodsIgor Povkhan, Maksym Lupei, Mykhailo Kliap, Vasyl Laver. 98-113 [doi]
• Technique of Metals Strength Properties Diagnostics Based on the Complex Use of Fuzzy Inference System and Hybrid Neural NetworkSergii Babichev, Bohdan Durnyak, Oleksandr Sharko, Artem Sharko. 114-126 [doi]
• Noise-Resistant Non-equidistant Data ConversionOleg Riznyk, Olga Myaus, Yurii Kynash, Roman Martsyshyn, Yuliya Miyushkovych. 127-139 [doi]
• An Empirical Mode Decomposition Based Method to Synthesize Ensemble Multidimensional Gaussian Neuro-Fuzzy Models in Financial ForecastingAlexander Vlasenko, Nataliia Vlasenko, Olena Vynokurova, Dmytro Peleshko. 140-149 [doi]
• Comparison Analysis of Clustering Quality Criteria Using Inductive Methods of Objective ClusteringSergii Babichev, Aleksander Spivakovskiy, Jirí Skvor. 150-166 [doi]
• Assessing the Investment Risk of Virtual IT Company Based on Machine LearningHrystyna Lipyanina, Valeriya Maksymovych, Anatoliy Sachenko, Taras Lendyuk, Andrii Fomenko, Ivan Kit. 167-187 [doi]
• Methodological Support for the Management of Maintaining Financial Flows of External Tourism in Global Risky ConditionsMarharyta Sharko, Olha Liubchuk, Vira Fomishyna, Yuliia Yarchenko, Nadiia Fedorova, Natalia Petrushenko, Ruslan Ohorodnyk. 188-201 [doi]
• Technology for Determining the Residual Life of Metal Structures Under Conditions of Combined Loading According to Acoustic Emission MeasurementsVolodymyr Marasanov, Dmitry Stepanchikov, Artem Sharko, Oleksandr Sharko. 202-217 [doi]
• Expansion of the Capabilities of Chromatography-Mass Spectrometry Due to the Numerical Decomposition of the Signal with the Mutual Superposition of Mass SpectraSerge Olszewski, Yeva Zajets, Violetta Demchenko, Oleg Boskin, Mariia Voronenko, Volodymyr Lytvynenko, Iryna Perova, Dmitry Stepanchikov. 218-237 [doi]
• Statistical Methods for Analyzing and Processing Data Components When Recognizing Visual Objects in the Space of Key Point DescriptorsVolodymyr Gorokhovatskyi, Svitlana Gadetska, Oleksii Gorokhovatskyi, Roman Ponomarenko. 241-252 [doi]
• Sewer Pipe Defects Classification Based on Deep Convolutional Network with Information-Extreme Error-Correction Decision RulesViacheslav Moskalenko, Mykola Zaretskyi, Alona Moskalenko, Viktor Lysyuk. 253-263 [doi]
• Critical Modes of Photography: Light Sensitivity and ResolutionMaksym Korobchynskyi, Mykhailo Slonov, Myhailo Rudenko, Oleksandr Maryliv, Valentyn Pylypchuk. 264-274 [doi]
• Multiclass Image Classification Explanation with the Complement Perturbation ImagesOleksii Gorokhovatskyi, Olena Peredrii. 275-287 [doi]
• Image Enhancement in Automatic Mode by Recursive Mean-Separate Contrast StretchingSergei Yelmanov, Yuriy Romanyshyn. 288-306 [doi]
• Method of Speech Signal Structuring and Transforming for Biometric Personality IdentificationEugene Fedorov, Tetyana Utkina, Olga Nechyporenko, Yaroslav Korpan. 307-322 [doi]
• Method of Improving Instance Segmentation for Very High Resolution Remote Sensing Imagery Using Deep LearningVolodymyr V. Hnatushenko, Vadym Zhernovyi. 323-333 [doi]
• Computer Vision System for Recognizing the Coordinates Location and Ripeness of StrawberriesDmitry Khort, Alexey Kutyrev, Igor Smirnov, Volodymyr Osypenko, Nikolay Kiktev. 334-343 [doi]
• Novel Nonparametric Test for Homogeneity and Change-Point Detection in Data StreamDmitriy Klyushin, Irina Martynenko. 347-356 [doi]
• Modeling of Animator Studio Control Service Functionality Using Data Mining ToolsOlga Smotr, Romanna Malets, Solomija Ljaskovska, Oksana Karabyn. 357-371 [doi]
• On-Line Data Processing, Simulation and Forecasting of the Coronavirus Disease (COVID-19) Propagation in Ukraine Based on Machine Learning ApproachDmytro Chumachenko, Tetyana Chumachenko, Ievgen Meniailov, Pavlo Pyrohov, Ihor Kuzin, Roman Rodyna. 372-382 [doi]
• Detecting Items with the Biggest Weight Based on Neural Network and Machine Learning MethodsVitaliy Danylyk, Victoria Vysotska, Vasyl Lytvyn, Svitlana Vyshemyrska, Iryna Lurie, Mykhailo Luchkevych. 383-396 [doi]
• Product Development of Start-up Through Modeling of Customer Interaction Based on Data MiningViktor Morozov, Olga Mezentseva, Grigory Steshenko, Maksym Proskurin. 399-415 [doi]
• Developing a Simulation Model of the Information Gathering System Within the "Smart Packaging" ConceptIryna Biskub, Lyubov Krestyanpol. 416-431 [doi]
• The Use of the "Digital Twin" Concept for Proactive Diagnosis of Technological Packaging SystemsBogdan Palchevskyi, Lyubov Krestyanpol. 432-444 [doi]
• Identification of Predictors of Burnout Among Employees of Socially Significant ProfessionsIgor Zavgorodnii, Olha Lalymenko, Iryna Perova, Polina Zhernova, Anastasiia Kiriak. 445-456 [doi]
• Software for Shelter's Fire Safety and Comfort Levels EvaluationYevgen Martyn, Olga Smotr, Nazarii Burak, Oleksandr Prydatko, Igor Malets. 457-469 [doi]
• Methods for Forecasting Nonlinear Non-stationary Processes in Machine LearningPeter Bidyuk, Aleksandr Gozhyj, Irina Kalinina, Victoria Vysotska. 470-485 [doi]
• Bayesian Regression Approach for Building and Stacking Predictive Models in Time Series AnalyticsBohdan M. Pavlyshenko. 486-500 [doi]
• Forest Cover Type Classification Based on Environment Characteristics and Machine Learning TechnologyVasyl Kiyko, Vasyl Lytvyn, Lyubomyr Chyrun, Svitlana Vyshemyrska, Iryna Lurie, Mykhailo Hrubel. 501-524 [doi]
• Approach for Modeling Search Web-Services Based on Color Petri NetsAleksandr Gozhyj, Irina Kalinina, Victor Gozhyj, Valeriy Danilov. 525-538 [doi]
• Intelligence Information Technologies for Financial Data Processing in Risk ManagementNataliia Kuznietsova, Peter Bidyuk. 539-558 [doi]