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ORCIDISDMCI 2022: Rivne, Ukraine
- Sergii Babichev, Volodymyr Lytvynenko:
Lecture Notes in Data Engineering, Computational Intelligence, and Decision Making - 2022 International Scientific Conference "Intellectual Systems of Decision-Making and Problems of Computational Intelligence", Proceedings, ISDMCI 2022, Rivne, Ukraine, June 14-16, 2022. Lecture Notes on Data Engineering and Communications Technologies 149, Springer 2023, ISBN 978-3-031-16202-2
Analysis and Modeling of Hybrid Systems and Processes
- Lyudmyla Yasinska-Damri
, Sergii Babichev, Bohdan Durnyak, Tatiana Goncharenko:
Application of Convolutional Neural Network for Gene Expression Data Classification. 3-24 - Igor Liakh, Sergii Babichev, Bohdan Durnyak, Iryna Gado:
Formation of Subsets of Co-expressed Gene Expression Profiles Based on Joint Use of Fuzzy Inference System, Statistical Criteria and Shannon Entropy. 25-41 - Oksana Polyvoda, Vladyslav Polyvoda:
Mathematical Model of Preparing Process of Bulk Cargo for Transportation by Vessel. 42-60 - Vasiliy Nadraga, Anatolii Balanda, Mariana Polodiuk, Yuliia Bobyr, Tetiana Kochura:
Computer Simulation of Joule-Thomson Effect Based on the Use of Real Gases. 61-73 - Olha Stepanchenko, Liubov Shostak, Viktor Moshynskyi, Olena Kozhushko, Petro Martyniuk:
Simulating Soil Organic Carbon Turnover with a Layered Model and Improved Moisture and Temperature Impacts. 74-91 - Andrii Safonyk, Myroslav Matviichuk:
Optimization of Coagulant Dosing Process for Water Purification Based on Artificial Neural Networks. 92-104 - Irina Kalinina, Aleksandr Gozhyj:
Methodology for Solving Forecasting Problems Based on Machine Learning Methods. 105-125 - Nataliya Boyko:
The Comprehensive Model of Using In-Depth Consolidated Multimodal Learning to Study Trading Strategies in the Securities Market. 126-147 - Oksana Karabyn, Olga Smotr, Andrij Kuzyk, Igor Malets, Vasy Karabyn:
Mathematical and Computer Model of the Tree Crown Ignition Process from a Mobile Grassroots Fire. 148-159 - Oleh Mashkov, Oleh Ilyin, Viktor Mashkov, Oleh Boskin, Oksana Ohnieva:
Features of Complex Application of the Formal Method of EVENT-B for Development of Environmental Management Systems. 160-176 - Roman Kvyetnyy, Olga Sofina, Yuriy Bunyak:
Ecology Objects Recognition by Optimized Inverse Filtration of Textured Background. 177-193
Theoretical and Applied Aspects of Decision-Making Systems
- Marharyta Sharko, Olha Liubchuk, Galina Krapivina, Natalia Petrushenko, Olga Gonchar, Kateryna Vorobyova, Nataliia Vasylenko:
Information Technology to Assess the Enterprises' Readiness for Innovative Transformations Using Markov Chains. 197-213 - Yoshio Matsuki, Aleksandr Gozhyj, Irina Kalinina, Peter Bidyuk:
Method to Find the Original Source of COVID-19 by Genome Sequence and Probability of Electron Capture. 214-230 - Roneel Chand, Krishna Raghuwaiya, Jito Vanualailai:
Leader-Follower Strategy of Fixed-Wing Unmanned Aerial Vehicles via Split Rejoin Maneuvers. 231-245 - Iryna Pikh, Vsevolod Senkivskyy, Alona Kudriashova, Nataliia Senkivska:
Prognostic Assessment of COVID-19 Vaccination Levels. 246-265 - Oleh Mashkov, Alexey Bychkov, Ganna Kalahnik, Victor Shevchenko, Svitlana Vyshemyrska:
Application of the Theory of Functional Stability in the Problems of Covering Territories by Sensory Networks. 266-285 - Petro Kravets, Victoria Vysotska, Vasyl Lytvyn, Lyubomyr Chyrun:
Adaptive Decision-Making Strategies in the Game with Environment. 286-301 - Andrii Roskladka, Nataliia Roskladka, Olexander Romanyuk, Tetiana Troianovska-Korobeinikova, Liudmyla Savytska:
System Analysis of the Internal and External Migration Processes in Ukraine. 302-319 - Anatoliy Povoroznyuk, Anna E. Filatova, Oksana Povoroznyuk, Iryna Shakhina:
Associative Information Retrieval in Medical Databases. 320-332 - Iurii Krak, Vladyslav A. Kuznetsov, Serhii Kondratiuk, Larisa Azarova, Olexander Barmak, Pavlo Radiuk:
Analysis of Deep Learning Methods in Adaptation to the Small Data Problem Solving. 333-352 - Lubomyr Sikora, Natalya Lysa, Roman Martsyshyn, Yuliya Miyushkovych:
Cognitive and Information Decision Support Technologies for Operational Management of Energy-Active Objects in Boundary Modes. 353-366 - Yuliia Kordunova, Oleksandr Prydatko, Olga Smotr, Roman Golovatyi:
Expert Decision Support System Modeling in Lifecycle Management of Specialized Software. 367-383
Data Engineering, Computational Intelligence and Inductive Modeling
- Vsevolod Novikov, Mariia Voronenko, Anastasiia Novikova, Oleg Boskin, Oleksii K. Tyshchenko, Yuriy Rozov, Yuriy Bardachov, Svitlana Vyshemyrska:
Machine Learning of the Biotechnic System for Gastroesophageal Reflux Disease Monitoring. 387-406 - Volodymyr V. Hnatushenko, Yana I. Shedlovska, Igor Shedlovsky:
Processing Technology of Thematic Identification and Classification of Objects in the Multispectral Remote Sensing Imagery. 407-425 - Vladyslav Sarnatskyi, Igor Baklan:
CTrace: Language for Definition of Epidemiological Models with Contact-Tracing Transmission. 426-448 - Maksym Korobchynskyi, Myhailo Rudenko, Vladyslav Dereko, Oleksandr Kovtun, Oleksandr Zaitsev:
Optimization of Data Preprocessing Procedure in the Systems of High Dimensional Data Clustering. 449-461 - Petr Louda, Oleksandr Sharko, Dmitry Stepanchikov, Artem Sharko:
Features of the Application of the Principal Component Method to the Study of Acoustic Emission Signals Under Loading of Multilayer Structures. 462-487 - Oleh Berezsky, Oleh Pitsun, Petro Liashchynskyi, Bohdan Derysh, Natalia Batryn:
Computational Intelligence in Medicine. 488-510 - Mykola Hodovychenko, Svitlana Antoshchuk, Ivan Lobachev, Thorsten Schöler, Mykhaylo Lobachev:
Approaches and Techniques to Improve Machine Learning Performance in Distributed Transducer Networks. 511-524 - Dmytro Soldatenko, Victoriia Hnatushenko:
Investigation of the Impact of Primary Data Processing on the Results of Neural Network Training for Satellite Imagery Recognition. 525-546 - Lyudmyla Kirichenko, Oksana Pichugina, Tamara Radivilova, Kyrylo Pavlenko:
Application of Wavelet Transform for Machine Learning Classification of Time Series. 547-563 - Zhengbing Hu, Mark Last, Tzung-Pei Hong, Oleksii K. Tyshchenko, Esha Kashyap:
A Noise Resistant Credibilistic Fuzzy Clustering Algorithm on a Unit Hypersphere with Illustrations Using Expression Data. 564-590 - Oleksii Kovalchuk, Vitalii Slobodzian, Olena Sobko, Maryna Molchanova, Olexander Mazurets, Oleksander Barmak, Iurii Krak, Nataliia Savina:
Visual Analytics-Based Method for Sentiment Analysis of COVID-19 Ukrainian Tweets. 591-607 - Yevhen Burov, Victoria Vysotska, Vasyl Lytvyn, Lyubomyr Chyrun:
Software Based on Ontological Tasks Models. 608-638 - Oleksandr Khlevnoi, Nazarii Burak, Yurii Borzov, Diana Raita:
Neural Network Analysis of Evacuation Flows According to Video Surveillance Cameras. 639-650 - Natalya Sokolova, Yuliia Zhuravlova, Oleksandr Mushtat, Yevhen Obydennyi:
Real-Time Information Technology Human Detection Using Cloud Services. 651-663 - Vita Kashtan, Volodymyr V. Hnatushenko:
Deep Learning Technology for Automatic Burned Area Extraction Using Satellite High Spatial Resolution Images. 664-685 - Olena Arsirii, Svitlana Antoshchuk, Olha Manikaeva, Oksana Babilunha, Anatolii Nikolenko:
Classification Methods of Heterogeneous Data in Intellectual Systems of Medical and Social Monitoring. 686-704 - Vadym Zhernovyi, Volodymyr V. Hnatushenko, Olga Shevtsova:
IaaS-Application Development for Paralleled Remote Sensing Data Stream Processing. 705-718
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