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ORCIDISDMCI 2021: Zalizny Port, Kherson region, Ukraine
- Sergii Babichev
, Volodymyr Lytvynenko:
Lecture Notes in Computational Intelligence and Decision Making - 2021 International Scientific Conference "Intellectual Systems of Decision-making and Problems of Computational Intelligence", Proceedings, ISDMCI 2021, Zalizny Port, Kherson region, Ukraine, May 24-28, 2021. Lecture Notes on Data Engineering and Communications Technologies 77, Springer 2022, ISBN 978-3-030-82013-8
Analysis and Modeling of Complex Systems and Processes
- Oleksandr Trofymchuk, Peter Bidyuk, Irina Kalinina, Aleksandr Gozhyj:
Financial Risk Estimation in Conditions of Stochastic Uncertainties. 3-24 - Kyrylo S. Krasnikov:
Numerical Modeling of Disk Dissolution in Melt During Gas Blowing. 25-38 - Serge Olszewski, Violetta Demchenko, Eva Zaets, Volodymyr Lytvynenko, Irina Lurie, Oleg Boskin, Sergiy Gnatyuk:
Streaming Algorithm to the Decomposition of a Polyatomic Molecules Mass Spectra on the Polychlorinated Biphenyls Molecule Example. 39-53 - Maksym Korobchynskyi, Mykhailo Slonov, Pavlo Krysiak, Myhailo Rudenko, Oleksandr Maryliv:
Method of Functional-Value Calculations of Complex Systems with Mixed Subsystems Connections. 54-68 - Lyudmyla Yasinska-Damri, Ihor Liakh, Sergii Babichev, Bohdan Durnyak:
Current State of Methods, Models, and Information Technologies of Genes Expression Profiling Extraction: A Review. 69-81 - Kostiantyn Semibalamut, Volodymyr Moldovan, Svitlana Lysenko, Maksym V. Topolnytskyi, Sergiy Zhuk:
A Method of Analytical Calculation of Dynamic Characteristics of Digital Adaptive Filters with Parallel-Sequential Weight Summation. 82-93 - Tatyana Zaytseva, Lyudmyla V. Kravtsova, Oksana Tereshchenkova, Alona Yurzhenko:
Simulation Modeling as a Means of Solving Professionally-Oriented Problems in Maritime Industry. 94-106 - Nataliia Kuznietsova, Peter Bidyuk, Maryna Kuznietsova:
Data Mining Methods, Models and Solutions for Big Data Cases in Telecommunication Industry. 107-127 - Illia Uzun, Ivan Lobachev, Luke Gall, Vyacheslav Kharchenko:
Agile Architectural Model for Development of Time-Series Forecasting as a Service Applications. 128-147 - Olha Velychko, Oleh Datsok, Iryna Perova:
Essential R Peak Detector Based on the Polynomial Fitting. 148-163 - Peter Bidyuk, Irina Kalinina, Aleksandr Gozhyj:
An Approach to Identifying and Filling Data Gaps in Machine Learning Procedures. 164-176 - Lubomyr Sikora, Natalya Lysa, Roman Martsyshyn, Yuliya Miyushkovych:
Information Technology for Assessing the Situation in Energy-Active Facilities by the Operator of an Automated Control System During Data Sampling. 177-187 - Nataliya Boyko, Khrystyna Kmetyk-Podubinska, Iryna Andrusiak:
Application of Ensemble Methods of Strengthening in Search of Legal Information. 188-200 - Oleg Riznyk, Ivan Tsmots, Roman Martsyshyn, Yuliya Miyushkovych, Yurii Kynash:
Synthesis of Barker-Like Codes with Adaptation to Interference. 201-216 - Vsevolod Senkivskyy, Iryna Pikh, Alona Kudriashova, Nataliia Senkivska, Lyubov Tupychak:
Models of Factors of the Design Process of Reference and Encyclopedic Book Editions. 217-229 - Volodymyr Marasanov, Hanna Rudakova, Dmitry Stepanchikov, Oleksandr Sharko, Artem Sharko, Tetiana Kiryushatova:
Analysis of Digital Processing of the Acoustic Emission Diagnostics Informative Parameters Under Deformation Impact Conditions. 230-251 - Pavlo Mamenko, Serhii Zinchenko, Vitaliy Kobets, Pavlo Nosov, Ihor Popovych:
Solution of the Problem of Optimizing Route with Using the Risk Criterion. 252-265 - Serhii Zinchenko, Oleh Tovstokoryi, Andrii Ben, Pavlo Nosov, Ihor Popovych, Yaroslav Nahrybelnyi:
Automatic Optimal Control of a Vessel with Redundant Structure of Executive Devices. 266-281 - Viktor Yarmolenko, Nataliia Burennikova, Sergii Pavlov, Vyacheslav Kavetskiy, Igor Zavgorodnii, Kostiantyn Havrysh, Olga Pinaieva:
Practice Analysis of Effectiveness Components for the System Functioning Process: Energy Aspect. 282-296 - Oleg Mashkov, Taras Ivashchenko, Waldemar Wójcik, Yuriy Bardachov, Viktor Kozel:
Method of Mathematical and Geoinformation Models Integration Based On Unification of the Ecological Data Formalization. 297-313 - Iryna Fefelova, Andrey Fefelov, Volodymyr Lytvynenko, Oksana Ohnieva, Saule Smailova:
Prediction of Native Protein Conformation by a Hybrid Algorithm of Clonal Selection and Differential Evolution. 314-330 - Yakiv Povod, Volodymyr Sherstjuk, Maryna Zharikova:
Reduction of Training Samples in Solar Insolation Prediction Under Weather and Climatic Changes. 331-348 - Hanna Rudakova, Oksana Polyvoda, Inna Kondratieva, Vladyslav Polyvoda, Antonina Rudakova, Yuriy Rozov:
Research of Acoustic Signals Digital Processing Methods Application Efficiency for the Electromechanical System Functional Diagnostics. 349-366 - Tatiana Goncharenko, Yuri Ivashina, Nataliya Golovko:
Computer Simulation of Physical Processes Using Euler-Cromer Method. 367-376 - Oleksii Boiarskyi, Svitlana Popereshnyak:
Automated System and Domain-Specific Language for Medical Data Collection and Processing. 377-396 - Lyudmyla Kirichenko, Tamara Radivilova, Vitalii Ryzhanov:
Applying Visibility Graphs to Classify Time Series. 397-409
Theoretical and Applied Aspects of Decision-Making Systems
- Volodymyr Mirnenko, Oleksandr Mishkov, Anatolii Balanda, Vasiliy Nadraga, Oleksandr Hryhorenko:
Assessment of the Influencing Factors Significance in Non-destructive Testing Systems of Metals Mechanical Characteristics Based on the Bayesian Network. 413-422 - Petro Kravets, Yevhen Burov, Vasyl Lytvyn, Victoria Vysotska, Yuriy Ryshkovets, Oksana Brodyak, Svitlana Vyshemyrska:
Markovian Learning Methods in Decision-Making Systems. 423-437 - Oleksii Gorokhovatskyi, Olena Peredrii:
Fine-Tuning of the Measure for Full Reference Image Quality Assessment. 438-448 - Sergii Babichev, Aleksander Spivakovsky, Serhii Omelchuk, Vitaliy Kobets:
A Model for Assessing the Rating of Higher Education School Academic Staff Members Based on the Fuzzy Inference System. 449-463 - Igor Zavgorodnii, Olha Lalymenko, Iryna Perova, Polina Zhernova, Anastasiia Kiriak, Oleksandr Novytskyy:
Early Revealing of Professional Burnout Predictors in Emergency Care Workers. 464-478 - Bohdan M. Pavlyshenko:
Forming Predictive Features of Tweets for Decision-Making Support. 479-490 - Olexander Mazurets, Olexander Barmak, Iurii Krak, Eduard Manziuk, Ruslan Bahrii:
Method for Adaptive Semantic Testing of Educational Materials Level of Knowledge. 491-506 - Anatolii Pashko, Iurii Krak, Oleg Stelia, Waldemar Wójcik:
Baseline Wander Correction of the Electrocardiogram Signals for Effective Preprocessing. 507-518 - Marharyta Sharko, Olga Gonchar, Mykola Tkach, Anatolii Polishchuk, Nataliia Vasylenko, Mikhailo Mosin, Natalia Petrushenko:
Intellectual Information Technologies of the Resources Management in Conditions of Unstable External Environment. 519-533 - Anzhelika Azarova:
Information Technologies and Neural Network Means for Building the Complex Goal Program "Improving the Management of Intellectual Capital". 534-547 - Anna A. Kozlova, Sergey Stankevich, Mykhailo Svideniuk, Artem Andreiev:
Quantitative Assessment of Forest Disturbance with C-Band SAR Data for Decision Making Support in Forest Management. 548-562 - Iryna Yurchuk, Mykyta Kutsenko:
An Intelligent System for Providing Recommendations on the Web Development Learning. 563-572 - Volodymyr V. Hrytsyk, Mariia Nazarkevych:
Real-Time Sensing, Reasoning and Adaptation for Computer Vision Systems. 573-585
Computational Intelligence and Inductive Modeling
- Andrii Safonyk, Maksym Mishchanchuk, Ivanna Hrytsiuk:
Spectrophotometric Method for Coagulant Determining in a Stream Based on an Artificial Neural Network. 589-601 - Oleksandr Mishkov, Kostiantyn Zorin, Denys Kovtoniuk, Vladyslav Dereko, Igor Morgun:
Comparative Analysis of Normalizing Techniques Based on the Use of Classification Quality Criteria. 602-612 - Yevgeniy V. Bodyanskiy, Alina Shafronenko, Iryna Klymova, Vladyslav Polyvoda:
Robust Recurrent Credibilistic Modification of the Gustafson - Kessel Algorithm. 613-623 - Bohdan Bilonoh, Yevgeniy V. Bodyanskiy, Bohdan Kolchygin, Sergii Mashtalir:
Tunable Activation Functions for Deep Neural Networks. 624-633 - Vladyslav Sarnatskyi, Igor Baklan:
Markov-Chain-Based Agents for k-Armed Bandit Problem. 634-644 - Viktor V. Morozov, Olga O. Mezentseva, Anna Kolomiiets, Maksym Proskurin:
Predicting Customer Churn Using Machine Learning in IT Startups. 645-664 - Dmytro Terletskyi, Sergey Yershov:
Union of Fuzzy Homogeneous Classes of Objects. 665-684 - Roman Tkachenko, Ivan Izonin, Pavlo Tkachenko:
Neuro-Fuzzy Diagnostics Systems Based on SGTM Neural-Like Structure and T-Controller. 685-695 - Roman Tkachenko:
An Integral Software Solution of the SGTM Neural-Like Structures Implementation for Solving Different Data Mining Tasks. 696-713 - Mariia Voronenko, Olena Kovalchuk, Luidmyla Lytvynenko, Svitlana Vyshemyrska, Iurii Krak:
An Expert System Prototype for the Early Diagnosis of Pneumonia. 714-728 - Oleksandr Naumov, Mariia Voronenko, Olga Naumova, Nataliia Savina, Svitlana Vyshemyrska, Vitaliy Korniychuk, Volodymyr Lytvynenko:
Using Bayesian Networks to Estimate the Effectiveness of Innovative Projects. 729-743 - Olena Arsirii, Denys Petrosiuk, Oksana Babilunha, Anatolii Nikolenko:
Method of Transfer Deap Learning Convolutional Neural Networks for Automated Recognition Facial Expression Systems. 744-761 - Svetlana Yaremko, Elena Kuzmina, Nataliia Savina, Dmitriy Yaremko, Vladyslav Kuzmin, Oksana Adler:
Development of a Smart Education System for Analysis and Prediction of Students' Academic Performance. 762-775 - Oleksandr Ocheretianyi, Igor Baklan:
Assesment Model for Domain Specific Programming Language Design. 776-788 - Roman Tatsij, Oksana Karabyn, Oksana Chmyr, Igor Malets, Olga Smotr:
General Scheme of Modeling of Longitudinal Oscillations in Horizontal Rods. 789-802
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