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ISDMCI 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
Soft Filtering of Acoustic Emission Signals Based on the Complex Use of Huang Transform and Wavelet Analysis. 3-19 - Serge Olszewski
Some Features of the Numerical Deconvolution of Mixed Molecular Spectra. 20-34 - Iurii Krak
Approach to Piecewise-Linear Classification in a Multi-dimensional Space of Features Based on Plane Visualization. 35-47 - Volodymyr Marasanov
Model of the Operator Dynamic Process of Acoustic Emission Occurrence While of Materials Deforming. 48-64 - Oksana Pichugina
Euclidean Combinatorial Configurations: Continuous Representations and Convex Extensions. 65-80 - Viktor Mashkov
Unconventional Approach to Unit Self-diagnosis. 81-96 - Oksana Polyvoda
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
Model of the Internet Traffic Filtering System to Ensure Safe Web Surfing. 133-147 - Diana Zahorodnia
Analysis of Objects Classification Approaches Using Vectors of Inflection Points. 148-157 - Ihor Shelevytsky
Regression Spline-Model in Machine Learning for Signal Prediction and Parameterization. 158-174 - Dmytro Chumachenko
Intelligent Agent-Based Simulation of HIV Epidemic Process. 175-188 - Vladyslav Kotsovsky
On the Computational Complexity of Learning Bithreshold Neural Units and Networks. 189-202 - Ivan Tsmots
Implementation of FPGA-Based Barker's-Like Codes. 203-214 - Oleg Stelia
Controlled Spline of Third Degree: Approximation Properties and Practical Application. 215-224 - Igor Konokh
Automatic Search Method of Efficiency Extremum for a Multi-stage Processing of Raw Materials. 225-241 - Olena Arsirii
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
Investigation of Forecasting Methods of the State of Complex IT-Projects with the Use of Deep Learning Neural Networks. 261-280 - Oksana Tymoshchuk
Comparative Analysis of the Methods for Assessing the Probability of Bankruptcy for Ukrainian Enterprises. 281-293 - Oksana Polyvoda
Monitoring Subsystem Design Method in the Information Control System. 294-303 - Marharyta Sharko
Information-Entropy Model of Making Management Decisions in the Economic Development of the Enterprises. 304-314 - Vasyl Lytvyn
System Development for Video Stream Data Analyzing. 315-331 - Andriy Demchuk
Methods and Means of Web Content Personalization for Commercial Information Products Distribution. 332-347 - Victoria Vysotska
Automated Monitoring of Changes in Web Resources. 348-363 - Iryna Perova
Recognition of Human Primitive Motions for the Fitness Trackers. 364-376 - Ainur Ualkhanova
Development of Information Technology for Virtualization of Geotourism Objects on the Example of Tarkhany Geological Section. 377-388 - Lyubomyr Chyrun
Information System for Connection to the Access Point with Encryption WPA2 Enterprise. 389-404 - Yaroslav Kis
Development of System for Managers Relationship Management with Customers. 405-421 - Peter Bidyuk
Probabilistic Inference Based on LS-Method Modifications in Decision Making Problems. 422-433 - Oleg Mashkov
Information Technologies for Environmental Monitoring of Plankton Algae Distribution Based on Satellite Image Data. 434-446 - Tetiana Hovorushchenko
Ontology-Based Intelligent Agent for Determination of Sufficiency of Metric Information in the Software Requirements. 447-460 - Viktor Perederyi
Information Technology of Control and Support for Functional Sustainability of Distributed Man-Machine Systems of Critical Application. 461-477 - Hanna Rakytyanska
Football Predictions Based on Time Series with Granular Event Segmentation. 478-497
Computational Intelligence and Inductive Modeling
- Volodymyr Gorokhovatskyi
Recognition of Visual Objects Based on Statistical Distributions for Blocks of Structural Description of Image. 501-512 - Volodymyr Lytvynenko
Hybrid Methods of GMDH-Neural Networks Synthesis and Training for Solving Problems of Time Series Forecasting. 513-531 - Sergii Babichev
An Evaluation of the Objective Clustering Inductive Technology Effectiveness Implemented Using Density-Based and Agglomerative Hierarchical Clustering Algorithms. 532-553 - Olexander Barmak
Research of Efficiency of Information Technology for Creation of Semantic Structure of Educational Materials. 554-569 - Bohdan Durnyak
Simulation of a Combined Robust System with a P-Fuzzy Controller. 570-580 - Oleksii Gorokhovatskyi
Investigation of Random Neighborhood Features for Interpretation of MLP Classification Results. 581-596 - Lesia I. Mochurad
Optimizing the Computational Modeling of Modern Electronic Optical Systems. 597-608 - Vsevolod Senkivskyy
A Model of Logical Inference and Membership Functions of Factors for the Printing Process Quality Formation. 609-621 - Viacheslav V. Zosimov
Calculation the Measure of Expert Opinions Consistency Based on Social Profile Using Inductive Algorithms. 622-636 - Yevgeniy V. Bodyanskiy
Online Robust Fuzzy Clustering of Data with Omissions Using Similarity Measure of Special Type. 637-646 - Vladimir A. Golovko
Neural Network Approach for Semantic Coding of Words. 647-658 - Volodymyr V. Hnatushenko
Complex Approach of High-Resolution Multispectral Data Engineering for Deep Neural Network Processing. 659-672 - Iryna Fefelova
Protein Tertiary Structure Prediction with Hybrid Clonal Selection and Differential Evolution Algorithms. 673-688 - Lyudmila Akhmetshina
Low-Contrast Image Segmentation by Using of the Type-2 Fuzzy Clustering Based on the Membership Function Statistical Characteristics. 689-700 - Lyudmyla Kirichenko
Binary Classification of Fractal Time Series by Machine Learning Methods. 701-711
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