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 / Volodymyr Lytvynenko, Sergii Babichev, Waldemar Wójcik, Olena Vynokurova, Svetlana Vyshemyrskaya, Svetlana Radetskaya, editors.
"Information and computer technologies for data analysis and processing in various fields of data mining and machine learning generates the conditions for increasing the effectiveness of information processing by making it faster and more accurate. The book includes 49 scientific papers present...
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| Format: | Ebook |
| Language: | English |
| Published: |
Cham, Switzerland :
Springer,
2020.
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| Series: | Advances in intelligent systems and computing ;
1020. |
| Subjects: | |
| Online Access: | Springer eBooks |
Table of Contents:
- Analysis and Modeling of Complex Systems and Processes:
- 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
- Some Features of the Numerical Deconvolution of Mixed Molecular Spectra / Serge Olszewski, Paweł Komada, Andrzej Smolarz, Volodymyr Lytvynenko, Nataliia Savina, Mariia Voronenko et al.
- Approach to Piecewise-Linear Classification in a Multi-dimensional Space of Features Based on Plane Visualization / Iurii Krak, Olexander Barmak, Eduard Manziuk, Hrygorii Kudin
- Model of the Operator Dynamic Process of Acoustic Emission Occurrence While of Materials Deforming / Volodymyr Marasanov, Artem Sharko, Dmitry Stepanchikov
- Euclidean Combinatorial Configurations: Continuous Representations and Convex Extensions / Oksana Pichugina, Sergiy Yakovlev
- Unconventional Approach to Unit Self-diagnosis / Viktor Mashkov, Josef Bicanek, Yuriy Bardachov, Mariia Voronenko
- Digital Acoustic Signal Processing Methods for Diagnosing Electromechanical Systems / Oksana Polyvoda, Hanna Rudakova, Inna Kondratieva, Yuriy Rozov, Yurii Lebedenko
- Construction of the Job Duration Distribution in Network Models for a Set of Fuzzy Expert Estimates / Yuri Samokhvalov
- Configuration Spaces of Geometric Objects with Their Applications in Packing, Layout and Covering Problems / Sergiy Yakovlev
- Model of the Internet Traffic Filtering System to Ensure Safe Web Surfing / Vitaliy Serdechnyi, Olesia Barkovska, Dmytro Rosinskiy, Natalia Axak, Mykola Korablyov
- Analysis of Objects Classification Approaches Using Vectors of Inflection Points / Diana Zahorodnia, Pavlo Bykovyy, Anatoliy Sachenko, Viktor Krylov, Galina Shcherbakova, Ivan Kit et al.
- Regression Spline-Model in Machine Learning for Signal Prediction and Parameterization / Ihor Shelevytsky, Victoriya Shelevytska, Kseniia Semenova, Ievgen Bykov
- Intelligent Agent-Based Simulation of HIV Epidemic Process / Dmytro Chumachenko, Tetyana Chumachenko
- On the Computational Complexity of Learning Bithreshold Neural Units and Networks / Vladyslav Kotsovsky, Fedir Geche, Anatoliy Batyuk
- Implementation of FPGA-Based Barker’s-Like Codes / Ivan Tsmots, Oleg Riznyk, Vasyl Rabyk, Yurii Kynash, Natalya Kustra, Mykola Logoida
- Controlled Spline of Third Degree: Approximation Properties and Practical Application / Oleg Stelia, Iurii Krak, Leonid Potapenko
- Automatic Search Method of Efficiency Extremum for a Multi-stage Processing of Raw Materials / Igor Konokh, Iryna Oksanych, Nataliia Istomina
- Intellectual Information Technology of Analysis of Weakly-Structured Multi-Dimensional Data of Sociological Research / Olena Arsirii, Svitlana Antoshchuk, Oksana Babilunha, Olha Manikaeva, Anatolii Nikolenko
- 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
- Comparative Analysis of the Methods for Assessing the Probability of Bankruptcy for Ukrainian Enterprises / Oksana Tymoshchuk, Olena Kirik, Kseniia Dorundiak
- Monitoring Subsystem Design Method in the Information Control System / Oksana Polyvoda, Dmytro Lytvynchuk, Vladyslav Polyvoda
- Information-Entropy Model of Making Management Decisions in the Economic Development of the Enterprises / Marharyta Sharko, Nataliya Gusarina, Nataliya Petrushenko
- System Development for Video Stream Data Analyzing / Vasyl Lytvyn, Victoria Vysotska, Vladyslav Mykhailyshyn, Antonii Rzheuskyi, Sofiia Semianchuk
- Methods and Means of Web Content Personalization for Commercial Information Products Distribution / Andriy Demchuk, Vasyl Lytvyn, Victoria Vysotska, Marianna Dilai
- Automated Monitoring of Changes in Web Resources / Victoria Vysotska, Yevhen Burov, Vasyl Lytvyn, Oleg Oleshek
- Recognition of Human Primitive Motions for the Fitness Trackers / Iryna Perova, Polina Zhernova, Oleh Datsok, Yevgeniy Bodyanskiy, Olha Velychko
- Development of Information Technology for Virtualization of Geotourism Objects on the Example of Tarkhany Geological Section / Ainur Ualkhanova, Natalya Denissova, Iurii Krak
- Information System for Connection to the Access Point with Encryption WPA2 Enterprise / Lyubomyr Chyrun, Liliya Chyrun, Yaroslav Kis, Lev Rybak
- Development of System for Managers Relationship Management with Customers / Yaroslav Kis, Liliya Chyrun, Tanya Tsymbaliak, Lyubomyr Chyrun
- Probabilistic Inference Based on LS-Method Modifications in Decision Making Problems / Peter Bidyuk, Aleksandr Gozhyj, Irina Kalinina
- 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
- Ontology-Based Intelligent Agent for Determination of Sufficiency of Metric Information in the Software Requirements / Tetiana Hovorushchenko, Olga Pavlova, Dmytro Medzatyi
- Information Technology of Control and Support for Functional Sustainability of Distributed Man-Machine Systems of Critical Application / Viktor Perederyi, Eugene Borchik, Oksana Ohnieva
- Football Predictions Based on Time Series with Granular Event Segmentation / Hanna Rakytyanska, Mykola Demchuk
- Computational Intelligence and Inductive Modeling:
- Recognition of Visual Objects Based on Statistical Distributions for Blocks of Structural Description of Image / Volodymyr Gorokhovatskyi, Svitlana Gadetska, Roman Ponomarenko
- 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.
- 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
- 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
- Simulation of a Combined Robust System with a P-Fuzzy Controller / Bohdan Durnyak, Mikola Lutskiv, Petro Shepita, Vitalii Nechepurenko
- Investigation of Random Neighborhood Features for Interpretation of MLP Classification Results / Oleksii Gorokhovatskyi, Olena Peredrii, Volodymyr Zatkhei, Oleh Teslenko
- Optimizing the Computational Modeling of Modern Electronic Optical Systems / Lesia Mochurad, Albota Solomiia
- A Model of Logical Inference and Membership Functions of Factors for the Printing Process Quality Formation / Vsevolod Senkivskyy, Iryna Pikh, Svitlana Havenko, Sergii Babichev
- Calculation the Measure of Expert Opinions Consistency Based on Social Profile Using Inductive Algorithms / Viacheslav Zosimov, Oleksandra Bulgakova
- Online Robust Fuzzy Clustering of Data with Omissions Using Similarity Measure of Special Type / Yevgeniy Bodyanskiy, Alina Shafronenko, Sergii Mashtalir
- Neural Network Approach for Semantic Coding of Words / Vladimir Golovko, Alexander Kroshchanka, Myroslav Komar, Anatoliy Sachenko
- Complex Approach of High-Resolution Multispectral Data Engineering for Deep Neural Network Processing / Volodymyr Hnatushenko, Vadym Zhernovyi
- 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.
- Low-Contrast Image Segmentation by Using of the Type-2 Fuzzy Clustering Based on the Membership Function Statistical Characteristics / Lyudmila Akhmetshina, Artyom Yegorov
- Binary Classification of Fractal Time Series by Machine Learning Methods / Lyudmyla Kirichenko, Tamara Radivilova, Vitalii Bulakh.