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ORCIDISDMCI 2020: Kherson, Ukraine
- Sergii Babichev, Volodymyr Lytvynenko, Waldemar Wójcik, Svetlana Vyshemyrskaya:
Lecture Notes in Computational Intelligence and Decision Making - Proceedings of the 2020 International Scientific Conference "Intellectual Systems of Decision-making and Problems of Computational Intelligence", ISDMCI 2020, Kherson, Ukraine, May 25-29, 2020. Advances in Intelligent Systems and Computing 1246, Springer 2021, ISBN 978-3-030-54214-6
Analysis and Modeling of Complex Systems and Processes
- Volodymyr Marasanov
, Dmitry Stepanchikov, Artem Sharko, Alexander Sharko:
Technique of System Operator Determination Based on Acoustic Emission Method. 3-22 - Sergii Babichev, Orest Khamula, Bohdan Durnyak, Jirí Skvor:
Technique of Gene Expression Profiles Selection Based on SOTA Clustering Algorithm Using Statistical Criteria and Shannon Entropy. 23-38 - Vasiliy Nadraga, Volodymyr Smirnov, Oleksandra Boiko, Vladyslav Dereko:
Comparison of Missing Values Handling Techniques Using MICE Package Tools of R Software and Logistic Regression Model. 39-50 - Anna Kolomiiets, Viktor V. Morozov:
Investigation of Optimization Models in Decisions Making on Integration of Innovative Projects. 51-64 - Olexander Barmak, Oleg Kalyta, Iurii Krak, Eduard Manziuk, Vladyslav A. Kuznetsov:
Model of the Facial Emotions Expressions Based on Grouping Classes of Feature Vectors. 65-76 - Ihor Kulyniak, Solomiya Ohinok, Halyna Rachynska:
Scientific and Methodological Approach to Assessing the Level of Banks' Financial Security. 77-97 - Anatolii Pashko, Iryna Pinchuk:
Methods of Classifying Foreign Language Communicative Competence Using the Example of Intending Primary School Teachers. 98-113 - Sergii Minukhin, Natalia Brynza, Dmytro Sitnikov:
Analyzing Performance of Apache Spark MLlib with Multinode Clusters on Azure HDInsight: Spark-Perf Case Study. 114-134 - Marharyta Sharko, Ivan Lopushynskyi, Natalia Petrushenko, Olena Zaitseva, Volodymyr Kliutsevskyi, Yuliia Yarchenko:
Management of Tourists' Enterprises Adaptation Strategies for Identifying and Predicting Multidimensional Non-stationary Data Flows in the Case of Uncertainties. 135-150 - Sergiy Yakovlev:
The Expanding Space Method in Sphere Packing Problem. 151-163 - Victoria Vysotska, Andriy Berko, Vasyl Lytvyn, Petro Kravets, Lyudmyla Dzyubyk, Yuriy Bardachov, Svitlana Vyshemyrska:
Information Resource Management Technology Based on Fuzzy Logic. 164-182 - Svitlana Popereshnyak, Iryna Yurchuk:
Car Parking Data Processing Technique for Smart Parking System as Part of Smart City. 183-194 - Sergiy Yakovlev, Oksana Pichugina, Liudmyla Koliechkina:
A Lower Bound for Optimization of Arbitrary Function on Permutations. 195-212 - Maksym Korobchynskyi, Mykhailo Slonov, Myhailo Rudenko, Oleksandr Maryliv:
Method of Structural Functional-Value Modeling of a Complex Hierarchic System. 213-231 - Vira Zrazhevska, Grigoriy Zrazhevsky:
Generalized Approach for Estimatingand Forecasting of Dynamical VaRand CVaR Based on Metalog Distribution. 232-245 - Nataliya D. Pankratova, Galina Gorelova, Vladimir Pankratov:
Study of the Plot Suitability for Underground Construction: Cognitive Modelling. 246-264 - Yuri Samokhvalov:
Risk Assessment of Innovative Projects Based on Fuzzy Modeling. 265-281
Theoretical and Applied Aspects of Decision-Making Systems
- Volodymyr Sherstjuk, Maryna Zharikova, Irina Dorovskaja, Vasyl Sheketa:
Assessing Forest Fire Dynamicsin UAV-Based Tactical Monitoring System. 285-301 - Oleksandr Nesterenko:
Ontology and Analytic Hierarchy Process in the Information and Analytical Systems. 302-314 - Volodymyr Lytvynenko, Oleksandr Naumov, Mariia Voronenko, Jan Krejci, Larisa Naumova, Dmytro Nikytenko, Nataliia Savina:
Dynamic Bayesian Networks Application for Evaluating the Investment Projects Effectiveness. 315-330 - Sergii Babichev, Liliya Strielkovskaya, Oleksandr Zaitsev, Orest Khamula:
Development of a Fuzzy Inference Model for the Management of a Marine Engine. 331-340 - Serhii Kolomiiets, Anna Kolomiiets:
Integral Criterion of Environmental Safety as an Indicator of the Effectiveness of a Motor Transport Enterprise Management. 341-356 - Tetiana Hovorushchenko, Alla Herts, Yelyzaveta Hnatchuk, Oleg Sachenko:
Supporting the Decision-Making About the Possibility of Donation and Transplantation Based on Civil Law Grounds. 357-376 - Viktor V. Morozov, Olga O. Mezentseva, Maksym Proskurin:
Application of Game Theory for Decisions Making on the Development of IT Products. 377-394 - Peter Bidyuk, Aleksandr Gozhyj, Yoshio Matsuki, Nataliia Kuznietsova:
Modeling and Forecasting Economic and Financial Processes Using Combined Adaptive Models. 395-408 - Anatolii Pashko, Iurii Krak, Oleg Stelia, Oleg Khorozov:
Isolation of Informative Features for the Analysis of QRS Complex in ECG Signals. 409-422 - Marharyta Sharko, Nestor Shpak, Olga Gonchar, Kateryna Vorobyova, Olena Lepokhina, Juliya Burenko:
Methodological Basis of Causal Forecasting of the Economic Systems Development Management Processes Under the Uncertainty. 423-436 - Victor Volkov, Yuri Kryvchenko:
Transition of Combustion to Explosion and Decision Support Systems for Explosion Protection. 437-447 - Viktor Perederyi, Eugene Borchik, Oksana Ohnieva:
Information Technology for Decision Making Support and Monitoring in Man-Machine Systems for Managing Complex Technical Objects of Critical Application. 448-466 - Vsevolod Senkivskyy, Iryna Pikh, Nataliia Senkivska, Ivan Hileta, Oleh Lytovchenko, Yuriy Petyak:
Forecasting Assessment of Printing Process Quality. 467-479 - Olena Moroz, Vladimir Semtsov, Nataliia Savina, Irina Shvarts, Oksana Bezsmertna, Tetiana Bilokon, Tetiana Piliavoz:
Organization-Managerial Mechanism of the Counteraction to Non-Observable Economic Processes in the Agricultural Sphere of Ukraine. 480-495
Computational Intelligence and Inductive Modeling
- Vladyslav Kotsovsky, Anatoliy Batyuk:
Representational Capabilities and Learning of Bithreshold Neural Networks. 499-514 - Volodymyr V. Hnatushenko, Peter I. Kogut, Mykola V. Uvarov:
On Flexible Co-registration of Optical and SAR Satellite Images. 515-534 - Olena Vynokurova, Dmytro Peleshko, Polina Zhernova, Iryna Perova, Andrii Kovalenko:
Solving Fraud Detection Tasks Based on Wavelet-Neuro Autoencoder. 535-546 - Olexiy Azarov, Leonid Krupelnitskyi, Hanna Rakytyanska:
Sound Field Reconstruction from Incomplete Data by Solving Fuzzy Relational Equations. 547-566 - Iryna Lurie, Volodymyr Lytvynenko, Serge Olszewski, Mariia Voronenko, Waldemar Wóicik, Oleg Boskin, Ulzhalgas Zhunissova, Michael Sherstiuk:
Application of Inductive Bayesian Hierarchical Clustering Algorithm to Identify Brain Tumors. 567-584 - Serhii Kondratiuk, Iurii Krak, Anatolii Kylias, Veda Kasianiuk:
Fingerspelling Alphabet Recognition Using CNNs with 3D Convolutions for Cross Platform Applications. 585-596 - Andrii Safonyk, Ivan Tarhonii, Andrii Rudyk, Ivanna Hrytsiuk:
Modeling, Analysis and Automation of Wastewater Treatment by Electrocoagulation Method. 597-611 - Andriy Buketov, Serhii Yakushchenko, Tetyana Cherniavska, Danyl Zhytnyk, Natalia Buketova, Tetyana Ivchenko, Igor Fesenko, Roman Negrutsa:
Optimization of Ingredients for Two-Layer Epoxy Coating for Protection of Sea and River Vehicles. 612-626 - Iryna Perova, Oleh Datsok, Polina Zhernova, Olha Velychko, Svitlana Bahan:
The Approach for the Definition of Hemodynamic State in Pregnant Women with Extragenital Malformations. 627-638 - Viacheslav V. Zosimov, Oleksandra S. Bulgakova, Valeriy Pozdeev:
Complex Internet Data Management System. 639-652 - Petro Kravets, Vasyl Lytvyn, Victoria Vysotska, Yuriy Ryshkovets, Svitlana Vyshemyrska, Saule Smailova:
Dynamic Coordination of Strategies for Multi-agent Systems. 653-670 - Yurii Bezsmertnyi, Sergii Pavlov, Victor Shevchuk, Stanislav Iaremyn, Viktoria Dumenko:
Information Technology for Processing the Parameters of the Rolling Spectra at Various Positions of the Human Body. 671-686 - Lyudmyla Kirichenko, Petro Zinchenko, Tamara Radivilova:
Classification of Time Realizations Using Machine Learning Recognition of Recurrence Plots. 687-696 - Viktor Yarmolenko, Nataliia Burennikova, Roman Akselrod:
SEE-Management by the Force of the Process Functioning System Based on the Output-Input Ratio: The Energy Aspect. 697-713 - Elena Kiseleva, Olga Prytomanova, Vadim Padalko:
An Algorithm for Constructing Additive and Multiplicative Voronoi Diagrams Under Uncertainty. 714-727
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