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DSMP 2020: Lviv, Ukraine
- Sergii Babichev
, Dmytro Peleshko
, Olena Vynokurova
:
Data Stream Mining & Processing - Third International Conference, DSMP 2020, Lviv, Ukraine, August 21-25, 2020, Selected Papers. Communications in Computer and Information Science 1158, Springer 2020, ISBN 978-3-030-61655-7
Hybrid Systems of Computational Intelligence
- Vladyslav Kotsovsky
, Anatoliy Batyuk
:
On-Line Relaxation Versus Off-Line Spectral Algorithm in the Learning of Polynomial Neural Units. 3-21 - Vitaliy Boyun
:
The Principles of Organizing the Search for an Object in an Image, Tracking an Object and the Selection of Informative Features Based on the Visual Perception of a Person. 22-44 - Yaroslav Sokolovskyy
, Andriy Nechepurenko
, Ivan Sokolovskyy
, Olha Mokrytska:
Software and Algorithmic Support for Finite-Element Analysis of Anisotropic Heat-and-Mass Transfer Using Parallel and Cloud Technologies. 45-61 - Olena Vynokurova
, Dmytro Peleshko
, Marta Peleshko
:
Hybrid Deep Convolutional Neural Network with Multimodal Fusion. 62-78 - Liubov Halkiv
, Oleh Karyy
, Ihor Kulyniak
, Solomiya Ohinok
:
Modeling and Forecasting of Innovative, Scientific and Technical Activity Indicators Under Unstable Economic Situation in the Country: Case of Ukraine. 79-97 - Igor Povkhan
, Maksym Lupei
, Mykhailo Kliap
, Vasyl Laver
:
The Issue of Efficient Generation of Generalized Features in Algorithmic Classification Tree Methods. 98-113 - Sergii Babichev
, Bohdan Durnyak
, Oleksandr Sharko
, Artem Sharko
:
Technique of Metals Strength Properties Diagnostics Based on the Complex Use of Fuzzy Inference System and Hybrid Neural Network. 114-126 - Oleg Riznyk
, Olga Myaus
, Yurii Kynash
, Roman Martsyshyn
, Yuliya Miyushkovych
:
Noise-Resistant Non-equidistant Data Conversion. 127-139 - Alexander Vlasenko
, Nataliia Vlasenko
, Olena Vynokurova
, Dmytro Peleshko
:
An Empirical Mode Decomposition Based Method to Synthesize Ensemble Multidimensional Gaussian Neuro-Fuzzy Models in Financial Forecasting. 140-149 - Sergii Babichev
, Aleksander Spivakovsky
, Jirí Skvor:
Comparison Analysis of Clustering Quality Criteria Using Inductive Methods of Objective Clustering. 150-166 - Hrystyna Lipyanina
, Valeriya Maksymovych
, Anatoliy Sachenko
, Taras Lendyuk
, Andrii Fomenko
, Ivan Kit:
Assessing the Investment Risk of Virtual IT Company Based on Machine Learning. 167-187 - Marharyta Sharko
, Olha Liubchuk
, Vira Fomishyna
, Yuliia Yarchenko
, Nadiia Fedorova
, Natalia Petrushenko
, Ruslan Ohorodnyk
:
Methodological Support for the Management of Maintaining Financial Flows of External Tourism in Global Risky Conditions. 188-201 - Volodymyr Marasanov
, Dmitry Stepanchikov
, Artem Sharko
, Oleksandr Sharko
:
Technology for Determining the Residual Life of Metal Structures Under Conditions of Combined Loading According to Acoustic Emission Measurements. 202-217 - Serge Olszewski
, Yeva Zajets
, Violetta Demchenko
, Oleg Boskin
, Mariia Voronenko
, Volodymyr Lytvynenko
, Iryna Perova
, Dmitry Stepanchikov
:
Expansion of the Capabilities of Chromatography-Mass Spectrometry Due to the Numerical Decomposition of the Signal with the Mutual Superposition of Mass Spectra. 218-237
Machine Vision and Pattern Recognition
- Volodymyr Gorokhovatskyi
, Svitlana Gadetska
, Oleksii Gorokhovatskyi
, Roman Ponomarenko
:
Statistical Methods for Analyzing and Processing Data Components When Recognizing Visual Objects in the Space of Key Point Descriptors. 241-252 - Viacheslav Moskalenko
, Mykola Zaretskyi
, Alona Moskalenko
, Viktor Lysyuk
:
Sewer Pipe Defects Classification Based on Deep Convolutional Network with Information-Extreme Error-Correction Decision Rules. 253-263 - Maksym Korobchynskyi
, Mykhailo Slonov
, Myhailo Rudenko
, Oleksandr Maryliv
, Valentyn Pylypchuk
:
Critical Modes of Photography: Light Sensitivity and Resolution. 264-274 - Oleksii Gorokhovatskyi
, Olena Peredrii
:
Multiclass Image Classification Explanation with the Complement Perturbation Images. 275-287 - Sergei Yelmanov
, Yuriy Romanyshyn
:
Image Enhancement in Automatic Mode by Recursive Mean-Separate Contrast Stretching. 288-306 - Eugene Fedorov
, Tetyana Utkina
, Olga Nechyporenko
, Yaroslav Korpan
:
Method of Speech Signal Structuring and Transforming for Biometric Personality Identification. 307-322 - Volodymyr V. Hnatushenko
, Vadym Zhernovyi
:
Method of Improving Instance Segmentation for Very High Resolution Remote Sensing Imagery Using Deep Learning. 323-333 - Dmitry Khort
, Alexey Kutyrev
, Igor Smirnov
, Volodymyr Osypenko
, Nikolay A. Kiktev
:
Computer Vision System for Recognizing the Coordinates Location and Ripeness of Strawberries. 334-343
Dynamic Data Mining and Data Stream Mining
- Dmitriy Klyushin
, Irina Martynenko
:
Novel Nonparametric Test for Homogeneity and Change-Point Detection in Data Stream. 347-356 - Olga Smotr
, Romanna Malets
, Solomija Ljaskovska
, Oksana Karabyn
:
Modeling of Animator Studio Control Service Functionality Using Data Mining Tools. 357-371 - Dmytro Chumachenko
, Tetyana Chumachenko
, Ievgen Meniailov
, Pavlo Pyrohov
, Ihor Kuzin
, Roman Rodyna
:
On-Line Data Processing, Simulation and Forecasting of the Coronavirus Disease (COVID-19) Propagation in Ukraine Based on Machine Learning Approach. 372-382 - Vitaliy Danylyk
, Victoria Vysotska
, Vasyl Lytvyn
, Svitlana Vyshemyrska
, Iryna Lurie
, Mykhailo Luchkevych
:
Detecting Items with the Biggest Weight Based on Neural Network and Machine Learning Methods. 383-396
Big Data and Data Science Using Intelligent Approaches
- Viktor V. Morozov
, Olga O. Mezentseva
, Grigory Steshenko
, Maksym Proskurin
:
Product Development of Start-up Through Modeling of Customer Interaction Based on Data Mining. 399-415 - Iryna Biskub
, Lyubov Krestyanpol
:
Developing a Simulation Model of the Information Gathering System Within the "Smart Packaging" Concept. 416-431 - Bogdan Palchevskyi
, Lyubov Krestyanpol
:
The Use of the "Digital Twin" Concept for Proactive Diagnosis of Technological Packaging Systems. 432-444 - Igor Zavgorodnii
, Olha Lalymenko
, Iryna Perova
, Polina Zhernova
, Anastasiia Kiriak
:
Identification of Predictors of Burnout Among Employees of Socially Significant Professions. 445-456 - Yevgen Martyn
, Olga Smotr
, Nazarii Burak
, Oleksandr Prydatko
, Igor Malets
:
Software for Shelter's Fire Safety and Comfort Levels Evaluation. 457-469 - Peter Bidyuk
, Aleksandr Gozhyj
, Irina Kalinina
, Victoria Vysotska
:
Methods for Forecasting Nonlinear Non-stationary Processes in Machine Learning. 470-485 - Bohdan M. Pavlyshenko
:
Bayesian Regression Approach for Building and Stacking Predictive Models in Time Series Analytics. 486-500 - Vasyl Kiyko
, Vasyl Lytvyn
, Lyubomyr Chyrun
, Svitlana Vyshemyrska
, Iryna Lurie
, Mykhailo Hrubel
:
Forest Cover Type Classification Based on Environment Characteristics and Machine Learning Technology. 501-524 - Aleksandr Gozhyj
, Irina Kalinina
, Victor Gozhyj
, Valeriy Danilov
:
Approach for Modeling Search Web-Services Based on Color Petri Nets. 525-538 - Nataliia Kuznietsova
, Peter Bidyuk
:
Intelligence Information Technologies for Financial Data Processing in Risk Management. 539-558
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