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4th CMIS 2021: Zaporizhzhia, Ukraine
- Sergey Subbotin:
Proceedings of The Fourth International Workshop on Computer Modeling and Intelligent Systems (CMIS-2021), Zaporizhzhia, Ukraine, April 27, 2021. CEUR Workshop Proceedings 2864, CEUR-WS.org 2021 - Eugene Fedorov, Olga Nechyporenko:
Long-Term Forecasting Method in the Supply Chain Based on an Artificial Neural Network with Multi-Agent Metaheuristic Training. 1-11 - Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Iryna Pliss, Oleksandr Zeleniy:
Adaptive Learning of Evolving Hyper Basis Function Neural Network. 12-21 - Mahmoud Smaida, Serhii Yaroshchak, Youness El Barg:
DCGAN for Enhancing Eye Diseases Classification. 22-33 - Vasyl P. Martsenyuk, Aleksandra Klos-Witkowska, Andriy Sverstiuk, Oksana Bahrii-Zaiats, Marcin Bernas, Krzysztof Witos:
Intelligent Big Data System Based on Scientific Machine Learning of Cyber-physical Systems of Medical and Biological Processes. 34-48 - Dmitriy Klyushin:
Homogeneity hypothesis in discriminant analysis. 49-58 - Serhii Leoshchenko, Andrii Oliinyk, Sergey Subbotin, Viktor Lytvyn, Oleksandr Korniienko:
Implementation of Probabilistic Data Structures in the Processes of Neuroevolutionary Synthesis. 59-72 - Nataliia Kuznietsova, Petro Bidyuk, Anastasiia Kulinich:
Data Mining Methods for Evaluation and Forecasting the Mobile Internet Traffic in Roaming. 73-86 - Dmytro V. Fedasyuk, Roman Lukomskyi, Tetyana Marusenkova:
Method for Visual Video Defects Detection using Machine Learning. 87-96 - Serhii Vladov, Yurii Shmelov, Ruslan Yakovliev:
Control and Diagnostics of TV3-117 Aircraft Engine Technical State in Flight Modes Using the Matrix Method for Calculating Dynamic Recurrent Neural Networks. 97-109 - Iurii Krak, Valentina Petrovych, Vladislav A. Kuznetsov, Eduard Manziuk, Olexander Barmak, Anatoliy Kulias:
On Classification Hidden Concepts Language in Specialized Texts Based on Methods of the Intellectual Data Processing. 110-120 - Mariia Tiahunova, Olesia Tronkina, Galina Kirichek, Stepan Skrupsky:
The Neural Network for Emotions Recognition under Special Conditions. 121-134 - Rykhard Bohush, Sergey Ablameyko, Sviatlana A. Ihnatsyeva, Yahor Adamovskiy:
Object Detection Algorithm for High Resolution Images Based on Convolutional Neural Network and Multiscale Processing. 135-144 - Oleksiy Koyfman, Oleksandr Simkin, Yevhenii Klimov, Sergey Scherbakov:
Using of Intelligence Analysis of Technological Parameters Database for Implementation of Control Subsystem of Hot Blast Stoves Block ACS. 145-157 - Iryna Piestova, Anna A. Kozlova, Artem Andreiev, Jan Rabcan:
Local Quality Improvement of Multispectral Imagery Classification with Radiometric-spatial Feedback. 158-168 - Oleg Rudenko, Oleksandr Bezsonov, Denys Yakovliev:
Face Recognition in the Presence of Non-Gaussian Noise. 169-181 - Igor Chimir, Anatolii Verlan:
Formal Models of Question-Answering Machine. 182-193 - Serhii A. Lupenko, Iaroslav V. Lytvynenko, Andrii Sverstiuk, Borys Shelestovskyi, Andrii Horkunenko:
Software for Statistical Processing and Modeling of a Set of Synchronously Registered Cardio Signals of Different Physical Nature. 194-205 - Nataliia Kulykovska, Artur Timenko, Svitlana Hrushko, Stepan Skrupsky:
Methodology for Performance Analysis of Distributed Knowledge-Based Systems. 206-215 - Pavel Lukashevich, Alexei Belotserkovsky, Hrachya V. Astsatryan:
Modern Systems for Processing and Analyzing GEO-data Based on OLAP Technology. 216-225 - Karina Melnyk, Natalia Borysova, Zoia Kochuieva, Dina Huliieva:
Towards Designing of Recommendation System for Recruiting of Software Development Teams. 226-237 - Ievgeniia Kuzminykh, Bogdan Ghita, Alexandr Silonosov:
On Keystroke Pattern Variability in Virtual Desktop Infrastructure. 238-248 - Tetiana A. Vakaliuk, Ihor A. Pilkevych, Andrii Tokar, Roman Loboda:
Methodology for Evaluation the Performance Indicators of the Ergatic Information System Functioning. 249-261 - Volodymyr Rusyn, Sergey Subbotin, Aceng Sambas:
Simple Autonomous Security System Based On Arduino UNO Platform and Fingerprint Scanner Module: A Study Case. 262-271 - Dmytro Orlovskyi, Andrii Kopp, Ivan Bilous:
An Approach to Development of Interactive Adaptive Software Tool to Support Data Analysis Activity. 272-286 - Oleksii Kartashov, Kyryl Korobchynskyi, Iryna Yakovleva, Georgiy Yaskov, Olga Yarovaya:
Synthesis of Spherical Object Configurations: Models and Information Technologies. 287-298 - Serhiy Shtovba, Mykola Petrychko:
An Algorithm for Topic Modeling of Researchers Taking Into Account Their Interests in Google Scholar Profiles. 299-311 - Oleksandr Kapliienko, Galyna Tabunshchyk, Tetiana Kapliienko, Carsten Wolff:
Intellectual Property Assurance Method for Digital University Ecosystem based on Blockchain Technology. 312-323 - Kostiantyn Zashcholkin, Oleksandr Drozd, Svetlana Antoshchuk, Olena Ivanova, Oleg Sachenko:
Steganographic Resources of FPGA-based Systems for Approximate Data Processing. 324-333 - Dmitry Lubianov, Kostiantyn Kasian, Mykola Kasian:
A Reasonable Smart Home Technology on the Arduino. 334-343 - Oleksandr Osolinskyi, Lubomyr Kolodiychyk, Hrystyna Lipyanina-Goncharenko, Anatoliy Sachenko, Lukasz Kopania, Volodymyr Kochan:
Conceptual Model of IoT-based Laboratory for Study the Electrical Engineering and Electronics. 344-355 - Anatoliy O. Melnyk, Viktor Melnyk:
Self-Improvable Computer System Model and Architecture Based on Reconfigurable Hardware, Automatic Design and Synthesis Tools and Artificial Intelligence Technologies. 356-367 - Mykhailo Poliakov, Sergey Subbotin, Oleksii Poliakov:
The Contour of Causality in Control Automata of Systems. 368-378 - Karsten Henke, Mykhailo Poliakov, Heinz-Dietrich Wuttke, Johannes Nau, Oleksii Poliakov:
Forms of Additions to Physical Models of Objects of Study in Remote Laboratories. 379-389 - Chingiz Hajiyev, Demet Cilden-Guler:
SVD-Aided EKF with Process Noise Covariance Adaptation Applied to Satellite Attitude Dynamics. 390-399 - Sergey Bushuyev, Victoria Bushuieva, Svitlana Onyshchenko, Alla Bondar:
Modeling the Dynamics of Information Panic in Society. COVID-19 case. 400-408 - Vsevolod Bohaienko, Anatolij Gladky:
Parameters Identification for Fractional-fractal Model of Filtration-Consolidation Using GPU. 409-418 - Volodymyr Polishchuk, Miroslav Kelemen, Martin Kelemen:
Methodology for Determining the Level of Process Control in Complex Systems Taking into Account Risk-oriented Factors From Safe Time to Pandemics. 419-433 - Georgiy Yaskov
, Andrey Chugay, Tatiyana Romanova, Sergey Shekhovtsov:
Bi-objective Circular-Hole Based Topology Optimization Problem in Additive Manufacturing. 434-444 - Vladimir Vychuzhanin, Natalia Shibaeva, Nickolay Rudnichenko, Alexey Vychuzhanin:
Optimization of Data Transmission System Information Parameters for Complex Technical System's State Diagnosing. 445-454 - Oleksii V. Chyzhmotria, Olena Chyzhmotria, Tetiana A. Vakaliuk:
Algorithm of Analysis and Conversion of Input Data of a Two-factor Multi-variative Transport Problem with Weight Coefficients. 455-464 - Lyudmila Akhmetshina, Artyom Yegorov:
Improvement of Grayscale Images in Orthogonal Basis of the Type-2 Membership Function. 465-474 - Sergey M. Ivanov, Nataliia Maksyshko, Mykola Ivanov:
Neuro-fuzzy Control System for a Non-deterministic Object in Real Time. 475-484 - Burhan Selcuk, Ayse Nur Altintas Tankul, Ali Karci:
Topology Properties of Hierarchical Honeycomb Meshes. 485-495 - Yevhen Chychkarov, Anastasiia Serhiienko, Iryna Syrmamiikh, Anatolii Kargin:
Handwritten Digits Recognition Using SVM, KNN, RF and Deep Learning Neural Networks. 496-509
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