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ORCIDDSMP 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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