DSMP

Publications

2020

Viktor Morozov, Olga Mezentseva, Grigory Steshenko, Maksym Proskurin
Product Development of Start-up Through Modeling of Customer Interaction Based on Data Mining. DSMP (2020)
Yevgen Martyn, Olga Smotr, Nazarii Burak, Oleksandr Prydatko, Igor Malets
Software for Shelter's Fire Safety and Comfort Levels Evaluation. DSMP (2020)
Vladyslav Kotsovsky, Anatoliy Batyuk
On-Line Relaxation Versus Off-Line Spectral Algorithm in the Learning of Polynomial Neural Units. DSMP (2020)
Sergei Yelmanov, Yuriy Romanyshyn
Image Enhancement in Automatic Mode by Recursive Mean-Separate Contrast Stretching. DSMP (2020)
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. DSMP (2020)
Hrystyna Lipyanina, Valeriya Maksymovych, Anatoliy Sachenko, Taras Lendyuk, Andrii Fomenko, Ivan Kit
Assessing the Investment Risk of Virtual IT Company Based on Machine Learning. DSMP (2020)
Ivan Mudryk, Mykhaylo Petryk
Hybrid Artificial Intelligence Systems for Complex Neural Network Analysis of Abnormal Neurological Movements with Multiple Cognitive Signal Nodes. DSMP (2020)
Maksym Korobchynskyi, Mykhailo Slonov, Myhailo Rudenko, Oleksandr Maryliv, Valentyn Pylypchuk
Critical Modes of Photography: Light Sensitivity and Resolution. DSMP (2020)
Olga Smotr, Solomija Ljaskovska, Igor Malets, Oksana Karabyn
Increasing the Animation Study Management Services Functioning Efficiency. DSMP (2020)
Dmitriy Klyushin, Irina Martynenko
Novel Nonparametric Test for Homogeneity and Change-Point Detection in Data Stream. DSMP (2020)
Peter Bidyuk, Aleksandr Gozhyj, Irina Kalinina, Victoria Vysotska
Methods for Forecasting Nonlinear Non-stationary Processes in Machine Learning. DSMP (2020)
Igor Povkhan, Maksym Lupei, Mykhailo Kliap, Vasyl Laver
The Issue of Efficient Generation of Generalized Features in Algorithmic Classification Tree Methods. DSMP (2020)
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. DSMP (2020)
Maksym Lupei, Alexander Mitsa, Igor Povkhan, Vasyl Sharkan
Determining the Eligibility of Candidates for a Vacancy Using Artificial Neural Networks. DSMP (2020)
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. DSMP (2020)
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. DSMP (2020)
Bogdan Palchevskyi, Lyubov Krestyanpol
The Use of the "Digital Twin" Concept for Proactive Diagnosis of Technological Packaging Systems. DSMP (2020)
Leonid Lyubchyk, Olga Kostiuk
Online Reduced-Order Kernel Regression for Data Processing in Sensor Network. DSMP (2020)
Vasyl Kiyko, Vasyl Lytvyn, Lyubomyr Chyrun, Svitlana Vyshemyrska, Iryna Lurie, Mykhailo Hrubel
Forest Cover Type Classification Based on Environment Characteristics and Machine Learning Technology. DSMP (2020)
Mykola Malyar, Miroslav Kelemen, Andriy Polishchuk, Volodymyr Polishchuk, Marianna Sharkadi
Model of Evaluation and Selection of Start-up Projects by Investor Goals. DSMP (2020)
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. DSMP (2020)
Petr Hurtík, Oleksii K. Tyshchenko
KLN: A Deep Neural Network Architecture for Keypoint Localization. DSMP (2020)
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. DSMP (2020)
Oleksii Gorokhovatskyi, Olena Peredrii
Multiclass Image Classification Explanation with the Complement Perturbation Images. DSMP (2020)
Igor Zavgorodnii, Olha Lalymenko, Iryna Perova, Polina Zhernova, Anastasiia Kiriak
Identification of Predictors of Burnout Among Employees of Socially Significant Professions. DSMP (2020)
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. DSMP (2020)
Iryna Biskub, Lyubov Krestyanpol
Developing a Simulation Model of the Information Gathering System Within the "Smart Packaging" Concept. DSMP (2020)
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. DSMP (2020)
Olena Vynokurova, Dmytro Peleshko, Marta Peleshko
Hybrid Deep Convolutional Neural Network with Multimodal Fusion. DSMP (2020)
Volodymyr V. Hnatushenko, Vadym Zhernovyi
Method of Improving Instance Segmentation for Very High Resolution Remote Sensing Imagery Using Deep Learning. DSMP (2020)
Sergii Babichev, Aleksander Spivakovsky, Jirí Skvor
Comparison Analysis of Clustering Quality Criteria Using Inductive Methods of Objective Clustering. DSMP (2020)
Viacheslav Moskalenko, Mykola Zaretskyi, Alona Moskalenko, Viktor Lysyuk
Sewer Pipe Defects Classification Based on Deep Convolutional Network with Information-Extreme Error-Correction Decision Rules. DSMP (2020)
Sergei Yelmanov, Yuriy Romanyshyn
A Quick No-Reference Quantification of the Overall Contrast of an Image. DSMP (2020)
Yaroslav Sokolovskyy, Andriy Nechepurenko, Tetiana Samotii, Svitlana Yatsyshyn, Olha Mokrytska, Volodymyr Yarkun
Software and Algorithmic Support for Finite Element Analysis of Spatial Heat-and-Moisture Transfer in Anisotropic Capillary-Porous Materials. DSMP (2020)
Aleksandr Gozhyj, Irina Kalinina, Victor Gozhyj, Valeriy Danilov
Approach for Modeling Search Web-Services Based on Color Petri Nets. DSMP (2020)
Nataliia Kuznietsova, Peter Bidyuk
Intelligence Information Technologies for Financial Data Processing in Risk Management. DSMP (2020)
Igor N. Aizenberg, Alexander Vasko
Convolutional Neural Network with Multi-Valued Neurons. DSMP (2020)
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. DSMP (2020)
Oleg Riznyk, Olga Myaus, Yurii Kynash, Roman Martsyshyn, Yuliya Miyushkovych
Noise-Resistant Non-equidistant Data Conversion. DSMP (2020)
Olga Smotr, Romanna Malets, Solomija Ljaskovska, Oksana Karabyn
Modeling of Animator Studio Control Service Functionality Using Data Mining Tools. DSMP (2020)
Vitaliy Boyun
The Principles of Organizing the Search for an Object in an Image and the Selection of Informative Features based on the Visual Perception of a Person. DSMP (2020)
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. DSMP (2020)
Dmitry Khort, Alexey Kutyrev, Igor Smirnov, Volodymyr Osypenko, Nikolay Kiktev
Computer Vision System for Recognizing the Coordinates Location and Ripeness of Strawberries. DSMP (2020)
Mykola Pikuliak
Development of an Adaptive Module of the Distance Education System Based on a Hybrid Neuro-Fuzzy Network. DSMP (2020)
Volodymyr Shymanskyi, Ostap Dumanskyi, Yurii Prusak
Mathematical Modeling of Non-Isothermal Moisture Transfer Process and Optimization of Geometric Dimensions of the Construction of Composite Materials with Fractal Structure. DSMP (2020)
Andrii Berko, Irina Pelekh, Liliya Chyrun, Myroslava Bublyk, Igor Bobyk, Yurii Matseliukh, Lyubomyr Chyrun
Application of Ontologies And Meta-Models for Dynamic Integration of Weakly Structured Data. DSMP (2020)
Bohdan M. Pavlyshenko
Bayesian Regression Approach for Building and Stacking Predictive Models in Time Series Analytics. DSMP (2020)
Eugene Fedorov, Tetyana Utkina, Olga Nechyporenko, Yaroslav Korpan
Method of Speech Signal Structuring and Transforming for Biometric Personality Identification. DSMP (2020)
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. DSMP (2020)

volume 1158, 2020

Data Stream Mining & Processing - Third International Conference, DSMP 2020, Lviv, Ukraine, August 21-25, 2020, Proceedings DSMP 1158 (2020)