Table of Contents

• Application of Convolutional Neural Network for Gene Expression Data ClassificationLyudmyla Yasinska-Damri, Sergii Babichev, Bohdan Durnyak, Tatiana Goncharenko. 3-24 [doi]
• Formation of Subsets of Co-expressed Gene Expression Profiles Based on Joint Use of Fuzzy Inference System, Statistical Criteria and Shannon EntropyIgor Liakh, Sergii Babichev, Bohdan Durnyak, Iryna Gado. 25-41 [doi]
• Mathematical Model of Preparing Process of Bulk Cargo for Transportation by VesselOksana Polyvoda, Vladyslav Polyvoda. 42-60 [doi]
• Computer Simulation of Joule-Thomson Effect Based on the Use of Real GasesVasiliy Nadraga, Anatolii Balanda, Mariana Polodiuk, Yuliia Bobyr, Tetiana Kochura. 61-73 [doi]
• Simulating Soil Organic Carbon Turnover with a Layered Model and Improved Moisture and Temperature ImpactsOlha Stepanchenko, Liubov Shostak, Viktor Moshynskyi, Olena Kozhushko, Petro Martyniuk. 74-91 [doi]
• Optimization of Coagulant Dosing Process for Water Purification Based on Artificial Neural NetworksAndrii Safonyk, Myroslav Matviichuk. 92-104 [doi]
• Methodology for Solving Forecasting Problems Based on Machine Learning MethodsIrina Kalinina, Aleksandr Gozhyj. 105-125 [doi]
• The Comprehensive Model of Using In-Depth Consolidated Multimodal Learning to Study Trading Strategies in the Securities MarketNataliya Boyko. 126-147 [doi]
• Mathematical and Computer Model of the Tree Crown Ignition Process from a Mobile Grassroots FireOksana Karabyn, Olga Smotr, Andrij Kuzyk, Igor Malets, Vasy Karabyn. 148-159 [doi]
• Features of Complex Application of the Formal Method of EVENT-B for Development of Environmental Management SystemsOleh Mashkov, Oleh Ilyin, Viktor Mashkov, Oleh Boskin, Oksana Ohnieva. 160-176 [doi]
• Ecology Objects Recognition by Optimized Inverse Filtration of Textured BackgroundRoman Kvyetnyy, Olga Sofina, Yuriy Bunyak. 177-193 [doi]
• Information Technology to Assess the Enterprises' Readiness for Innovative Transformations Using Markov ChainsMarharyta Sharko, Olha Liubchuk, Galina Krapivina, Natalia Petrushenko, Olga Gonchar, Kateryna Vorobyova, Nataliia Vasylenko. 197-213 [doi]
• Method to Find the Original Source of COVID-19 by Genome Sequence and Probability of Electron CaptureYoshio Matsuki, Aleksandr Gozhyj, Irina Kalinina, Peter Bidyuk. 214-230 [doi]
• Leader-Follower Strategy of Fixed-Wing Unmanned Aerial Vehicles via Split Rejoin ManeuversRoneel Chand, Krishna Raghuwaiya, Jito Vanualailai. 231-245 [doi]
• Prognostic Assessment of COVID-19 Vaccination LevelsIryna Pikh, Vsevolod Senkivskyy, Alona Kudriashova, Nataliia Senkivska. 246-265 [doi]
• Application of the Theory of Functional Stability in the Problems of Covering Territories by Sensory NetworksOleh Mashkov, Alexey Bychkov, Ganna Kalahnik, Victor Shevchenko, Svitlana Vyshemyrska. 266-285 [doi]
• Adaptive Decision-Making Strategies in the Game with EnvironmentPetro Kravets, Victoria Vysotska, Vasyl Lytvyn, Lyubomyr Chyrun. 286-301 [doi]
• System Analysis of the Internal and External Migration Processes in UkraineAndrii Roskladka, Nataliia Roskladka, Olexander Romanyuk, Tetiana Troianovska-Korobeinikova, Liudmyla Savytska. 302-319 [doi]
• Associative Information Retrieval in Medical DatabasesAnatoliy Povoroznyuk, Anna E. Filatova, Oksana Povoroznyuk, Iryna Shakhina. 320-332 [doi]
• Analysis of Deep Learning Methods in Adaptation to the Small Data Problem SolvingIurii Krak, Vladyslav A. Kuznetsov, Serhii Kondratiuk, Larisa Azarova, Olexander Barmak, Pavlo Radiuk. 333-352 [doi]
• Cognitive and Information Decision Support Technologies for Operational Management of Energy-Active Objects in Boundary ModesLubomyr Sikora, Natalya Lysa, Roman Martsyshyn, Yuliya Miyushkovych. 353-366 [doi]
• Expert Decision Support System Modeling in Lifecycle Management of Specialized SoftwareYuliia Kordunova, Oleksandr Prydatko, Olga Smotr, Roman Golovatyi. 367-383 [doi]
• Machine Learning of the Biotechnic System for Gastroesophageal Reflux Disease MonitoringVsevolod Novikov, Mariia Voronenko, Anastasiia Novikova, Oleg Boskin, Oleksii Tyshchenko, Yuriy Rozov, Yuriy Bardachov, Svitlana Vyshemyrska. 387-406 [doi]
• Processing Technology of Thematic Identification and Classification of Objects in the Multispectral Remote Sensing ImageryVolodymyr V. Hnatushenko, Yana I. Shedlovska, Igor Shedlovsky. 407-425 [doi]
• CTrace: Language for Definition of Epidemiological Models with Contact-Tracing TransmissionVladyslav Sarnatskyi, Igor Baklan. 426-448 [doi]
• Optimization of Data Preprocessing Procedure in the Systems of High Dimensional Data ClusteringMaksym Korobchynskyi, Myhailo Rudenko, Vladyslav Dereko, Oleksandr Kovtun, Oleksandr Zaitsev. 449-461 [doi]
• Features of the Application of the Principal Component Method to the Study of Acoustic Emission Signals Under Loading of Multilayer StructuresPetr Louda, Oleksandr Sharko, Dmitry Stepanchikov, Artem Sharko. 462-487 [doi]
• Computational Intelligence in MedicineOleh Berezsky, Oleh Pitsun, Petro Liashchynskyi, Bohdan Derysh, Natalia Batryn. 488-510 [doi]
• Approaches and Techniques to Improve Machine Learning Performance in Distributed Transducer NetworksMykola Hodovychenko, Svitlana Antoshchuk, Ivan Lobachev, Thorsten Schöler, Mykhaylo Lobachev. 511-524 [doi]
• Investigation of the Impact of Primary Data Processing on the Results of Neural Network Training for Satellite Imagery RecognitionDmytro Soldatenko, Victoriia Hnatushenko. 525-546 [doi]
• Application of Wavelet Transform for Machine Learning Classification of Time SeriesLyudmyla Kirichenko, Oksana Pichugina, Tamara Radivilova, Kyrylo Pavlenko. 547-563 [doi]
• A Noise Resistant Credibilistic Fuzzy Clustering Algorithm on a Unit Hypersphere with Illustrations Using Expression DataZhengbing Hu, Mark Last, Tzung-Pei Hong, Oleksii K. Tyshchenko, Esha Kashyap. 564-590 [doi]
• Visual Analytics-Based Method for Sentiment Analysis of COVID-19 Ukrainian TweetsOleksii Kovalchuk, Vitalii Slobodzian, Olena Sobko, Maryna Molchanova, Olexander Mazurets, Oleksander Barmak, Iurii Krak, Nataliia Savina. 591-607 [doi]
• Software Based on Ontological Tasks ModelsYevhen Burov, Victoria Vysotska, Vasyl Lytvyn, Lyubomyr Chyrun. 608-638 [doi]
• Neural Network Analysis of Evacuation Flows According to Video Surveillance CamerasOleksandr Khlevnoi, Nazarii Burak, Yurii Borzov, Diana Raita. 639-650 [doi]
• Real-Time Information Technology Human Detection Using Cloud ServicesNatalya Sokolova, Yuliia Zhuravlova, Oleksandr Mushtat, Yevhen Obydennyi. 651-663 [doi]
• Deep Learning Technology for Automatic Burned Area Extraction Using Satellite High Spatial Resolution ImagesVita Kashtan, Volodymyr V. Hnatushenko. 664-685 [doi]
• Classification Methods of Heterogeneous Data in Intellectual Systems of Medical and Social MonitoringOlena Arsirii, Svitlana Antoshchuk, Olha Manikaeva, Oksana Babilunha, Anatolii Nikolenko. 686-704 [doi]
• IaaS-Application Development for Paralleled Remote Sensing Data Stream ProcessingVadym Zhernovyi, Volodymyr V. Hnatushenko, Olga Shevtsova. 705-718 [doi]