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ORCIDISDMCI 2019: Salisnyj Port, Ukraine
- Volodymyr Lytvynenko, Sergii Babichev, Waldemar Wójcik, Olena Vynokurova, Svetlana Vyshemyrskaya, Svetlana Radetskaya:
Lecture Notes in Computational Intelligence and Decision Making - Proceedings of the 15th International Scientific Conference "Intellectual Systems of Decision Making and Problems of Computational Intelligence", ISDMCI 2019, Salisnyj Port, Ukraine, May 21-25, 2019. Advances in Intelligent Systems and Computing 1020, Springer 2020, ISBN 978-3-030-26473-4
Analysis and Modeling of Complex Systems and Processes
- Sergii Babichev
, Oleksandr Sharko, Artem Sharko, Oleksandr Mikhalyov:
Soft Filtering of Acoustic Emission Signals Based on the Complex Use of Huang Transform and Wavelet Analysis. 3-19 - Serge Olszewski, Pawel Komada, Andrzej Smolarz, Volodymyr Lytvynenko, Nataliia Savina, Mariia Voronenko, Svitlana Vyshemyrska, Anton Omelchuk, Iryna Lurie:
Some Features of the Numerical Deconvolution of Mixed Molecular Spectra. 20-34 - Iurii Krak, Olexander Barmak, Eduard Manziuk, Hrygorii Kudin:
Approach to Piecewise-Linear Classification in a Multi-dimensional Space of Features Based on Plane Visualization. 35-47 - Volodymyr Marasanov, Artem Sharko, Dmitry Stepanchikov:
Model of the Operator Dynamic Process of Acoustic Emission Occurrence While of Materials Deforming. 48-64 - Oksana Pichugina, Sergiy Yakovlev:
Euclidean Combinatorial Configurations: Continuous Representations and Convex Extensions. 65-80 - Viktor Mashkov, Josef Bicanek, Yuriy Bardachov, Mariia Voronenko:
Unconventional Approach to Unit Self-diagnosis. 81-96 - Oksana Polyvoda, Hanna Rudakova, Inna Kondratieva, Yuriy Rozov, Yurii Lebedenko:
Digital Acoustic Signal Processing Methods for Diagnosing Electromechanical Systems. 97-109 - Yuri Samokhvalov:
Construction of the Job Duration Distribution in Network Models for a Set of Fuzzy Expert Estimates. 110-121 - Sergiy Yakovlev:
Configuration Spaces of Geometric Objects with Their Applications in Packing, Layout and Covering Problems. 122-132 - Vitaliy Serdechnyi, Olesia Barkovska, Dmytro Rosinskiy, Natalia Axak, Mykola Korablyov:
Model of the Internet Traffic Filtering System to Ensure Safe Web Surfing. 133-147 - Diana Zahorodnia, Pavlo Bykovyy, Anatoliy Sachenko, Viktor Krylov, Galina Shcherbakova, Ivan Kit, Andriy Kaniovskyi, Mykola Dacko:
Analysis of Objects Classification Approaches Using Vectors of Inflection Points. 148-157 - Ihor Shelevytsky, Victoriya Shelevytska, Kseniia Semenova, Ievgen Bykov:
Regression Spline-Model in Machine Learning for Signal Prediction and Parameterization. 158-174 - Dmytro Chumachenko, Tetyana Chumachenko:
Intelligent Agent-Based Simulation of HIV Epidemic Process. 175-188 - Vladyslav Kotsovsky, Fedir Geche, Anatoliy Batyuk:
On the Computational Complexity of Learning Bithreshold Neural Units and Networks. 189-202 - Ivan Tsmots, Oleg Riznyk, Vasyl Rabyk, Yurii Kynash, Natalya Kustra, Mykola Logoida:
Implementation of FPGA-Based Barker's-Like Codes. 203-214 - Oleg Stelia, Iurii Krak, Leonid Potapenko:
Controlled Spline of Third Degree: Approximation Properties and Practical Application. 215-224 - Igor Konokh, Iryna Oksanych, Nataliia Istomina:
Automatic Search Method of Efficiency Extremum for a Multi-stage Processing of Raw Materials. 225-241 - Olena Arsirii, Svitlana Antoshchuk, Oksana Babilunha, Olha Manikaeva, Anatolii Nikolenko:
Intellectual Information Technology of Analysis of Weakly-Structured Multi-Dimensional Data of Sociological Research. 242-258
Theoretical and Applied Aspects of Decision-Making Systems
- Viktor V. Morozov, Olena V. Kalnichenko, Maksym Proskurin, Olga O. Mezentseva:
Investigation of Forecasting Methods of the State of Complex IT-Projects with the Use of Deep Learning Neural Networks. 261-280 - Oksana Tymoshchuk, Olena Kirik, Kseniia Dorundiak:
Comparative Analysis of the Methods for Assessing the Probability of Bankruptcy for Ukrainian Enterprises. 281-293 - Oksana Polyvoda, Dmytro Lytvynchuk, Vladyslav Polyvoda:
Monitoring Subsystem Design Method in the Information Control System. 294-303 - Marharyta Sharko, Nataliya Gusarina, Nataliya Petrushenko:
Information-Entropy Model of Making Management Decisions in the Economic Development of the Enterprises. 304-314 - Vasyl Lytvyn, Victoria Vysotska, Vladyslav Mykhailyshyn, Antonii Rzheuskyi, Sofiia Semianchuk:
System Development for Video Stream Data Analyzing. 315-331 - Andriy Demchuk, Vasyl Lytvyn, Victoria Vysotska, Marianna P. Dilai:
Methods and Means of Web Content Personalization for Commercial Information Products Distribution. 332-347 - Victoria Vysotska, Yevhen Burov, Vasyl Lytvyn, Oleg Oleshek:
Automated Monitoring of Changes in Web Resources. 348-363 - Iryna Perova, Polina Zhernova, Oleh Datsok, Yevgeniy V. Bodyanskiy, Olha Velychko:
Recognition of Human Primitive Motions for the Fitness Trackers. 364-376 - Ainur Ualkhanova, Natalya Denissova, Iurii Krak:
Development of Information Technology for Virtualization of Geotourism Objects on the Example of Tarkhany Geological Section. 377-388 - Lyubomyr Chyrun, Liliya Chyrun, Yaroslav Kis, Lev Rybak:
Information System for Connection to the Access Point with Encryption WPA2 Enterprise. 389-404 - Yaroslav Kis, Liliya Chyrun, Tanya Tsymbaliak, Lyubomyr Chyrun:
Development of System for Managers Relationship Management with Customers. 405-421 - Peter Bidyuk, Aleksandr Gozhyj, Irina Kalinina:
Probabilistic Inference Based on LS-Method Modifications in Decision Making Problems. 422-433 - Oleg Mashkov, Victoria Kosenko, Nataliia Savina, Yuriy Rozov, Svitlana Radetska, Mariia Voronenko:
Information Technologies for Environmental Monitoring of Plankton Algae Distribution Based on Satellite Image Data. 434-446 - Tetiana Hovorushchenko, Olga Pavlova, Dmytro Medzatyi:
Ontology-Based Intelligent Agent for Determination of Sufficiency of Metric Information in the Software Requirements. 447-460 - Viktor Perederyi, Eugene Borchik, Oksana Ohnieva:
Information Technology of Control and Support for Functional Sustainability of Distributed Man-Machine Systems of Critical Application. 461-477 - Hanna Rakytyanska, Mykola Demchuk:
Football Predictions Based on Time Series with Granular Event Segmentation. 478-497
Computational Intelligence and Inductive Modeling
- Volodymyr Gorokhovatskyi, Svitlana Gadetska, Roman Ponomarenko:
Recognition of Visual Objects Based on Statistical Distributions for Blocks of Structural Description of Image. 501-512 - Volodymyr Lytvynenko, Waldemar Wójcik, Andrey Fefelov, Iryna Lurie, Nataliia Savina, Mariia Voronenko, Oleg Boskin, Saule Smailova:
Hybrid Methods of GMDH-Neural Networks Synthesis and Training for Solving Problems of Time Series Forecasting. 513-531 - Sergii Babichev, Bohdan Durnyak, Iryna Pikh, Vsevolod Senkivskyy:
An Evaluation of the Objective Clustering Inductive Technology Effectiveness Implemented Using Density-Based and Agglomerative Hierarchical Clustering Algorithms. 532-553 - Olexander Barmak, Iurii Krak, Olexander Mazurets, Sergey Pavlov, Andrzej Smolarz, Waldemar Wójcik:
Research of Efficiency of Information Technology for Creation of Semantic Structure of Educational Materials. 554-569 - Bohdan Durnyak, Mikola Lutskiv, Petro Shepita, Vitalii Nechepurenko:
Simulation of a Combined Robust System with a P-Fuzzy Controller. 570-580 - Oleksii Gorokhovatskyi, Olena Peredrii, Volodymyr Zatkhei, Oleh Teslenko:
Investigation of Random Neighborhood Features for Interpretation of MLP Classification Results. 581-596 - Lesia I. Mochurad, Albota Solomiia:
Optimizing the Computational Modeling of Modern Electronic Optical Systems. 597-608 - Vsevolod Senkivskyy, Iryna Pikh, Svitlana Havenko, Sergii Babichev:
A Model of Logical Inference and Membership Functions of Factors for the Printing Process Quality Formation. 609-621 - Viacheslav V. Zosimov, Oleksandra S. Bulgakova:
Calculation the Measure of Expert Opinions Consistency Based on Social Profile Using Inductive Algorithms. 622-636 - Yevgeniy V. Bodyanskiy, Alina Shafronenko, Sergii Mashtalir:
Online Robust Fuzzy Clustering of Data with Omissions Using Similarity Measure of Special Type. 637-646 - Vladimir A. Golovko, Alexander Kroshchanka, Myroslav Komar, Anatoliy Sachenko:
Neural Network Approach for Semantic Coding of Words. 647-658 - Volodymyr V. Hnatushenko, Vadym Zhernovyi:
Complex Approach of High-Resolution Multispectral Data Engineering for Deep Neural Network Processing. 659-672 - Iryna Fefelova, Andrey Fefelov, Volodymyr Lytvynenko, Róza Dzierzak, Iryna Lurie, Nataliia Savina, Mariia Voronenko, Svitlana Vyshemyrska:
Protein Tertiary Structure Prediction with Hybrid Clonal Selection and Differential Evolution Algorithms. 673-688 - Lyudmila Akhmetshina, Artyom Yegorov:
Low-Contrast Image Segmentation by Using of the Type-2 Fuzzy Clustering Based on the Membership Function Statistical Characteristics. 689-700 - Lyudmyla Kirichenko, Tamara Radivilova, Vitalii Bulakh:
Binary Classification of Fractal Time Series by Machine Learning Methods. 701-711
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