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ISDMCI 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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