Lecture Notes in Computational Intelligence and Decision Making: Proceedings of the XV International Scientific Conference “Intellectual Systems of Decision Making and Problems of Computational Intelligence” (ISDMCI'2019), Ukraine, May 21–25, 2019

Front Matter ....Pages i-xix
Front Matter ....Pages 1-1
 Soft Filtering of Acoustic Emission Signals Based on the Complex Use of Huang Transform and Wavelet Analysis  (Sergii Babichev, Oleksandr Sharko, Artem Sharko, Oleksandr Mikhalyov)....Pages 3-19
 Some Features of the Numerical Deconvolution of Mixed Molecular Spectra  (Serge Olszewski, Paweł Komada, Andrzej Smolarz, Volodymyr Lytvynenko, Nataliia Savina, Mariia Voronenko et al.)....Pages 20-34
 Approach to Piecewise-Linear Classification in a Multi-dimensional Space of Features Based on Plane Visualization  (Iurii Krak, Olexander Barmak, Eduard Manziuk, Hrygorii Kudin)....Pages 35-47
 Model of the Operator Dynamic Process of Acoustic Emission Occurrence While of Materials Deforming  (Volodymyr Marasanov, Artem Sharko, Dmitry Stepanchikov)....Pages 48-64
 Euclidean Combinatorial Configurations: Continuous Representations and Convex Extensions  (Oksana Pichugina, Sergiy Yakovlev)....Pages 65-80
 Unconventional Approach to Unit Self-diagnosis  (Viktor Mashkov, Josef Bicanek, Yuriy Bardachov, Mariia Voronenko)....Pages 81-96
 Digital Acoustic Signal Processing Methods for Diagnosing Electromechanical Systems  (Oksana Polyvoda, Hanna Rudakova, Inna Kondratieva, Yuriy Rozov, Yurii Lebedenko)....Pages 97-109
 Construction of the Job Duration Distribution in Network Models for a Set of Fuzzy Expert Estimates  (Yuri Samokhvalov)....Pages 110-121
 Configuration Spaces of Geometric Objects with Their Applications in Packing, Layout and Covering Problems  (Sergiy Yakovlev)....Pages 122-132
 Model of the Internet Traffic Filtering System to Ensure Safe Web Surfing  (Vitaliy Serdechnyi, Olesia Barkovska, Dmytro Rosinskiy, Natalia Axak, Mykola Korablyov)....Pages 133-147
 Analysis of Objects Classification Approaches Using Vectors of Inflection Points  (Diana Zahorodnia, Pavlo Bykovyy, Anatoliy Sachenko, Viktor Krylov, Galina Shcherbakova, Ivan Kit et al.)....Pages 148-157
 Regression Spline-Model in Machine Learning for Signal Prediction and Parameterization  (Ihor Shelevytsky, Victoriya Shelevytska, Kseniia Semenova, Ievgen Bykov)....Pages 158-174
 Intelligent Agent-Based Simulation of HIV Epidemic Process  (Dmytro Chumachenko, Tetyana Chumachenko)....Pages 175-188
 On the Computational Complexity of Learning Bithreshold Neural Units and Networks  (Vladyslav Kotsovsky, Fedir Geche, Anatoliy Batyuk)....Pages 189-202
 Implementation of FPGA-Based Barker’s-Like Codes  (Ivan Tsmots, Oleg Riznyk, Vasyl Rabyk, Yurii Kynash, Natalya Kustra, Mykola Logoida)....Pages 203-214
 Controlled Spline of Third Degree: Approximation Properties and Practical Application  (Oleg Stelia, Iurii Krak, Leonid Potapenko)....Pages 215-224
 Automatic Search Method of Efficiency Extremum for a Multi-stage Processing of Raw Materials  (Igor Konokh, Iryna Oksanych, Nataliia Istomina)....Pages 225-241
 Intellectual Information Technology of Analysis of Weakly-Structured Multi-Dimensional Data of Sociological Research  (Olena Arsirii, Svitlana Antoshchuk, Oksana Babilunha, Olha Manikaeva, Anatolii Nikolenko)....Pages 242-258
Front Matter ....Pages 259-259
 Investigation of Forecasting Methods of the State of Complex IT-Projects with the Use of Deep Learning Neural Networks  (Viktor Morozov, Olena Kalnichenko, Maksym Proskurin, Olga Mezentseva)....Pages 261-280
 Comparative Analysis of the Methods for Assessing the Probability of Bankruptcy for Ukrainian Enterprises  (Oksana Tymoshchuk, Olena Kirik, Kseniia Dorundiak)....Pages 281-293
 Monitoring Subsystem Design Method in the Information Control System  (Oksana Polyvoda, Dmytro Lytvynchuk, Vladyslav Polyvoda)....Pages 294-303
 Information-Entropy Model of Making Management Decisions in the Economic Development of the Enterprises  (Marharyta Sharko, Nataliya Gusarina, Nataliya Petrushenko)....Pages 304-314
 System Development for Video Stream Data Analyzing  (Vasyl Lytvyn, Victoria Vysotska, Vladyslav Mykhailyshyn, Antonii Rzheuskyi, Sofiia Semianchuk)....Pages 315-331
 Methods and Means of Web Content Personalization for Commercial Information Products Distribution  (Andriy Demchuk, Vasyl Lytvyn, Victoria Vysotska, Marianna Dilai)....Pages 332-347
 Automated Monitoring of Changes in Web Resources  (Victoria Vysotska, Yevhen Burov, Vasyl Lytvyn, Oleg Oleshek)....Pages 348-363
 Recognition of Human Primitive Motions for the Fitness Trackers  (Iryna Perova, Polina Zhernova, Oleh Datsok, Yevgeniy Bodyanskiy, Olha Velychko)....Pages 364-376
 Development of Information Technology for Virtualization of Geotourism Objects on the Example of Tarkhany Geological Section  (Ainur Ualkhanova, Natalya Denissova, Iurii Krak)....Pages 377-388
 Information System for Connection to the Access Point with Encryption WPA2 Enterprise  (Lyubomyr Chyrun, Liliya Chyrun, Yaroslav Kis, Lev Rybak)....Pages 389-404
 Development of System for Managers Relationship Management with Customers  (Yaroslav Kis, Liliya Chyrun, Tanya Tsymbaliak, Lyubomyr Chyrun)....Pages 405-421
 Probabilistic Inference Based on LS-Method Modifications in Decision Making Problems  (Peter Bidyuk, Aleksandr Gozhyj, Irina Kalinina)....Pages 422-433
 Information Technologies for Environmental Monitoring of Plankton Algae Distribution Based on Satellite Image Data  (Oleg Mashkov, Victoria Kosenko, Nataliia Savina, Yuriy Rozov, Svitlana Radetska, Mariia Voronenko)....Pages 434-446
 Ontology-Based Intelligent Agent for Determination of Sufficiency of Metric Information in the Software Requirements  (Tetiana Hovorushchenko, Olga Pavlova, Dmytro Medzatyi)....Pages 447-460
 Information Technology of Control and Support for Functional Sustainability of Distributed Man-Machine Systems of Critical Application  (Viktor Perederyi, Eugene Borchik, Oksana Ohnieva)....Pages 461-477
 Football Predictions Based on Time Series with Granular Event Segmentation  (Hanna Rakytyanska, Mykola Demchuk)....Pages 478-497
Front Matter ....Pages 499-499
 Recognition of Visual Objects Based on Statistical Distributions for Blocks of Structural Description of Image  (Volodymyr Gorokhovatskyi, Svitlana Gadetska, Roman Ponomarenko)....Pages 501-512
 Hybrid Methods of GMDH-Neural Networks Synthesis and Training for Solving Problems of Time Series Forecasting  (Volodymyr Lytvynenko, Waldemar Wojcik, Andrey Fefelov, Iryna Lurie, Nataliia Savina, Mariia Voronenko et al.)....Pages 513-531
 An Evaluation of the Objective Clustering Inductive Technology Effectiveness Implemented Using Density-Based and Agglomerative Hierarchical Clustering Algorithms  (Sergii Babichev, Bohdan Durnyak, Iryna Pikh, Vsevolod Senkivskyy)....Pages 532-553
 Research of Efficiency of Information Technology for Creation of Semantic Structure of Educational Materials  (Olexander Barmak, Iurii Krak, Olexander Mazurets, Sergey Pavlov, Andrzej Smolarz, Waldemar Wojcik)....Pages 554-569
 Simulation of a Combined Robust System with a P-Fuzzy Controller  (Bohdan Durnyak, Mikola Lutskiv, Petro Shepita, Vitalii Nechepurenko)....Pages 570-580
 Investigation of Random Neighborhood Features for Interpretation of MLP Classification Results  (Oleksii Gorokhovatskyi, Olena Peredrii, Volodymyr Zatkhei, Oleh Teslenko)....Pages 581-596
 Optimizing the Computational Modeling of Modern Electronic Optical Systems  (Lesia Mochurad, Albota Solomiia)....Pages 597-608
 A Model of Logical Inference and Membership Functions of Factors for the Printing Process Quality Formation  (Vsevolod Senkivskyy, Iryna Pikh, Svitlana Havenko, Sergii Babichev)....Pages 609-621
 Calculation the Measure of Expert Opinions Consistency Based on Social Profile Using Inductive Algorithms  (Viacheslav Zosimov, Oleksandra Bulgakova)....Pages 622-636
 Online Robust Fuzzy Clustering of Data with Omissions Using Similarity Measure of Special Type  (Yevgeniy Bodyanskiy, Alina Shafronenko, Sergii Mashtalir)....Pages 637-646
 Neural Network Approach for Semantic Coding of Words  (Vladimir Golovko, Alexander Kroshchanka, Myroslav Komar, Anatoliy Sachenko)....Pages 647-658
 Complex Approach of High-Resolution Multispectral Data Engineering for Deep Neural Network Processing  (Volodymyr Hnatushenko, Vadym Zhernovyi)....Pages 659-672
 Protein Tertiary Structure Prediction with Hybrid Clonal Selection and Differential Evolution Algorithms  (Iryna Fefelova, Andrey Fefelov, Volodymyr Lytvynenko, Róża Dzierżak, Iryna Lurie, Nataliia Savina et al.)....Pages 673-688
 Low-Contrast Image Segmentation by Using of the Type-2 Fuzzy Clustering Based on the Membership Function Statistical Characteristics  (Lyudmila Akhmetshina, Artyom Yegorov)....Pages 689-700
 Binary Classification of Fractal Time Series by Machine Learning Methods  (Lyudmyla Kirichenko, Tamara Radivilova, Vitalii Bulakh)....Pages 701-711
Back Matter ....Pages 713-715