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ORCIDDSMP 2020: Lviv, Ukraine
- IEEE Third International Conference on Data Stream Mining, Processing, DSMP 2020, Lviv, Ukraine, August 21-25, 2020. IEEE 2020, ISBN 978-1-7281-3214-3
- Olena Vynokurova, Dmytro Peleshko, Oleksandr Bondarenko, Vadim Ilyasov, Vladislav Serzhantov, Marta Peleshko:
Hybrid Machine Learning System for Solving Fraud Detection Tasks. 1-5 - Andrii Cheredarchuk, Galyna Kriukova, Andrii Malenko, Maksym Sarana, Oleksandr O. Sudakov
, Sergii Vodopyan, Yevhenii Volynets:
Adaptive Algorithm for Radar-System Parameters Tuning by means of Motion Zone Estimation. 1-6 - Eugene Fedorov, Tetyana Utkina, Olga Nechyporenko, Yaroslav Korpan:
Speech Signal Structuring Method for Biometric Personality Identification. 6-11 - Petr Hurtík, Oleksii K. Tyshchenko:
KLN: A Deep Neural Network Architecture for Keypoint Localization. 12-17 - Maksym Lupei, Alexander Mitsa, Igor Povkhan, Vasyl Sharkan:
Determining the Eligibility of Candidates for a Vacancy Using Artificial Neural Networks. 18-22 - Vojtech Molek, Petr Hurtík:
Training Neural Network Over Encrypted Data. 23-27 - Peter Bidyuk, Aleksandr Gozhyj, Irina Kalinina, Victoria Vysotska, Mikhail Vasilev, Romanna Malets:
Forecasting Nonlinear Nonstationary Processes in Machine Learning Task. 28-32 - Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Iryna Pliss, Olha Chala, Anna Nortsova:
Matrix Fuzzy-Probabilistic Neural Network in Image Recognition Task. 33-36 - Igor Povkhan, Maksym Lupei:
The Algorithmic Classification Trees. 37-43 - Mykola Pikuliak:
Development of an Adaptive Module of the Distance Education System Based on a Hybrid Neuro-Fuzzy Network. 44-49 - Vladyslav Kotsovsky, Anatoliy Batyuk, Maksym Yurchenko:
New Approaches in the Learning of Complex-Valued Neural Networks. 50-54 - Viktor V. Morozov, Olga O. Mezentseva, Maksym Proskurin:
Trainable Neural Networks Modelling for a Forecasting of Start-Up Product Development. 55-60 - Olexander Belej, Liubov Halkiv:
Using Hybrid Neural Networks to Detect DDOS Attacks. 61-66 - Yevgeniy V. Bodyanskiy, Tymofii Antonenko:
Deep Neo-Fuzzy Neural Network and its Accelerated Learning. 67-71 - Igor N. Aizenberg, Alexander Vasko:
Convolutional Neural Network with Multi-Valued Neurons. 72-77 - Igor N. Aizenberg, Olivia Keohane, Alejandro Lara:
MLMVN in Speckle Noise Filtering. 78-83 - Lyudmyla Kirichenko, Tamara Radivilova, Vitalii Bulakh, Petro Zinchenko, Abed Saif Alghawli:
Two Approaches to Machine Learning Classification of Time Series Based on Recurrence Plots. 84-89 - Selçuk Ögütcü:
Student Performance Score Prediction Using Artificial Neural Network with the Support of Exploratory Factor Analysis and Clustering. 90-95 - Dmytro Uzlov, Sergiy Popov, Oleksii Vlasov, Yevgeniy V. Bodyanskiy:
Adaptive Matrix Model for a Crime Forecasting Task. 96-101 - Olena Chornovol, Galyna V. Kondratenko, Ievgen V. Sidenko, Yuriy P. Kondratenko:
Intelligent Forecasting System for NPP's Energy Production. 102-107 - Ivan Mudryk, Mykhaylo Petryk:
Hybrid Artificial Intelligence Systems for Complex Neural Network Analysis of Abnormal Neurological Movements with Multiple Cognitive Signal Nodes. 108-111 - Alexander Vlasenko, Yuriy Rashkevych, Nataliia Vlasenko, Dmytro Peleshko, Olena Vynokurova:
A Hybrid EMD - Neuro-Fuzzy Model for Financial Time Series Analysis. 112-115 - Jawad Rasheed, Hasibe Busra Dogru, Akhtar Jamil:
Turkish Text Detection System from Videos Using Machine Learning and Deep Learning Techniques. 116-120 - Leonid Lyubchyk, Olga Kostiuk:
Online Reduced-Order Kernel Regression for Data Processing in Sensor Network. 121-124 - Maksym Korobchynskyi, Mykhailo Slonov, Myhailo Rudenko, Oleksandr Maryliv, Valentyn Pylypchuk, Volodymyr Moldovan:
Improvement of the Algorithm of Determination Parameter of Photography in the Conditions of Light Sensitivity. 125-128 - Olena Vynokurova, Dmytro Peleshko:
Hybrid Multidimensional Deep Convolutional Neural Network for Multimodal Fusion. 131-135 - Oleksii Gorokhovatskyi, Olena Peredrii, Volodymyr Gorokhovatskyi:
Interpretability of Neural Network Binary Classification with Part Analysis. 136-141 - Roman Melnyk, Yurii Havrylko, Ivan Mykulanynets:
Fabric Defects Detection by Comparison of Clustered Samples. 142-146 - Nonna Kulishova, Yevgeniy V. Bodyanskiy, Volodymyr Timofeyev:
The Fast Image Recognition System Based on Neuro-Fuzzy Units and its Online Learning for Data Stream Mining Tasks. 147-151 - 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. 152-157 - Bohdan Bilonoh, Sergii Mashtalir:
Parallel multi-head dot product attention for video summarization. 158-162 - Marek Vajgl, Petr Hurtík:
A pipeline for detecting and classifying objects in images. 163-168 - Nonna Kulishova, Anton Paramonov, Volodymyr Tkachenko:
Real-Time Automatic Video Inspection System for Piece Products Marking. 169-173 - Nataliia Kukharska, Andrii Lagun, Orest Polotai:
The Steganographic Approach to Data Protection Using Arnold Algorithm and the Pixel-Value Differencing Method. 174-177 - Sergei Yelmanov, Yuriy Romanyshyn:
A New Approach to Image Enhancement by Non-Linear Contrast Stretching. 178-184 - Sergei Yelmanov, Yuriy Romanyshyn:
A Quick No-Reference Quantification of the Overall Contrast of an Image. 185-190 - Viacheslav Moskalenko, Alona Moskalenko, Zaretskyi Nikolay, Viktor Lysyuk:
Deep Feature Extractor with Information-Extreme Decision Rules for Visual Classification of Sewer Pipe Defects and its Training Method. 191-194 - Karyna Korovai, Oleksandr Marchenko:
Handwriting Styles Clustering: Feature Selection and Feature Space Analysis based on Online Input. 195-200 - Kirill Smelyakov, Anastasiya Chupryna, Oleksandr Bohomolov, Igor Ruban:
The Neural Network Technologies Effectiveness for Face Detection. 201-205 - Roman Melnyk, Ruslan Tushnytskyy, Yurii Havrylko:
Surface Defects Detection by Clustering and Rotating Image Analysis. 206-210 - Ruslan Timchenko, Oleksiy Grechnyev, Sergiy Skuratovskyi, Yurii Chyrka, Ievgen Gorovyi:
Augmented Reality in Web: Results and Challenges. 211-216 - Anastasiia Skoryk, Yurii Chyrka, Ievgen Gorovyi, Oleksiy Grechnyev, Pavlo L. Vyplavin:
Comparative Analysis of Classic Computer Vision Methods and Deep Convolutional Neural Networks for Floor Segmentation. 217-221 - Radiy Radutny, Alina S. Nechyporenko, Victoriia Alekseeva, Ganna Titova, Dmytro Bibik, Vitaliy Gargin:
Automated Measurement of Bone Thickness on SCT Sections and Other Images. 222-226 - Bogdan Ivanyuk-Skulskiy, Galyna Kriukova, Andrii Dmytryshyn:
Geometric Properties of Adversarial Images. 227-230 - Jan Hula, David Mojzísek, David Adamczyk, Radek Cech:
Acquiring Custom OCR System with Minimal Manual Annotation. 231-236 - Jan Hula:
Unsupervised Object-aware Learning from Videos. 237-242 - Vladimir Sherstjuk, Maryna Zharikova, Irina Dorovskaja:
3D Fire Front Reconstruction in UAV-Based Forest-Fire Monitoring System. 243-248 - Vladyslav Zinchenko, Galyna V. Kondratenko, Ievgen V. Sidenko, Yuriy P. Kondratenko:
Computer Vision in Control and Optimization of Road Traffic. 249-254 - Oleg Yakovchuk, Anastasiia Cherneha, Dmytro Zhelezniakov, Viktor Zaytsev:
Methods for Lines and Matrices Segmentation in RNN-based Online Handwriting Mathematical Expression Recognition Systems. 255-261 - Volodymyr V. Hnatushenko, Victoriia Hnatushenko:
Recognition of High Dimensional Multi-Sensor Remote Sensing Data of Various Spatial Resolution. 262-265 - Iryna Perova, Olha Lalymenko, Igor Zavgorodnii, Viktor Reshetnik, Nelia Miroshnychenko:
The Definition of Influence Different Drug Exposure Types to Medical Indicators of White Rats. 268-271 - Fedir Geche, Anatoliy Batyuk, Oksana Mulesa, Veronika Voloshchuk:
The Combined Time Series Forecasting Model. 272-275 - Mykola Malyar, Miroslav Kelemen, Andriy Polishchuk, Volodymyr Polishchuk, Marianna Sharkadi:
Model of Evaluation and Selection of Start-up Projects by Investor Goals. 276-280 - Dmitriy Klyushin, Irina Martynenko:
Nonparametric Test for Change-Point Detection in Data Stream. 281-286 - Oleksandr Tymchenko, Bohdana Havrysh, Oleksandr O. Tymchenko, Orest Khamula, Bohdan Kovalskyi, Kateryna Havrysh:
Person Voice Recognition Methods. 287-290 - Vadim Shergin, Larysa Chala, Serhii Udovenko, Mariya Pogurskaya:
Elastic Scale-Free Networks Model Based on the Mediaton-Driven Attachment Rule. 291-295 - Yuriy Drohobytskiy, Vitaly Brevus, Yuriy Skorenkyy:
Spark Structured Streaming: Customizing Kafka Stream Processing. 296-299 - Nataliia Yehorchenkova, Oleksii Yehorchenkov:
Modeling of Decision-Making Processes in Project Planning Based on Predictive Analytic Method. 300-304 - Bohdan M. Pavlyshenko:
Using Bayesian Regression for Stacking Time Series Predictive Models. 305-309 - Nataliia Kuznietsova, Petro Bidyuk:
Heteroskedasticity Models for Financial Processes Modelling and Forecasting. 310-315 - 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. 316-320 - Liubov Halkiv, Oleh Karyy, Ihor Kulyniak, Solomiya Ohinok:
Innovative, Scientific and Technical Activities in Ukraine: Modern Trends and Forecasts. 321-324 - Anastasiya Doroshenko:
Analysis of the Distribution of COVID-19 in Italy Using Clustering Algorithms. 325-328 - Vira Huskova, Petro Bidyuk:
Modeling and Forecasting Financial Heteroscedastic Processes. 329-332 - Ievgen Meniailov, Dmytro Chumachenko, Kseniia Bazilevych:
Determination of Heart Disease Based on Analysis of Patient Statistics using the Fuzzy C-means Clustering Algorithm. 333-336 - Bogdan Glova, Ivan Mudryk:
Application of Deep Learning in Neuromarketing Studies of the Effects of Unconscious Reactions on Consumer Behavior. 337-340 - Mesbaholdin Salami, Farzad Movahedi Sobhani, Mohammad Sadegh Ghazizadeh:
Evaluating Power Consumption Model and Load Deficit at Different Temperatures Using Clustering Techniques and Presenting a Strategy for Changing Production Management. 341-345 - Iryna Biskub, Lyubov Krestyanpol:
The Use of Social Engineering in Developing the Concept of "Smart Packaging". 348-351 - Vitaly Deibuk, Ivan Yuriychuk:
Noisy Multiple-Control Fredkin Gate in Nuclear Spin Based Qubits Chain. 352-356 - Yuliya Kozina, Natalya Volkova, Daniil Horpenko:
Mobile Decision Support System To Take Into Account Qualitative Estimation By The Criteria. 357-361 - Bogdan Palchevskyi, Lyubov Krestyanpol:
Strategy of Construction of Intellectual Production Systems. 362-365 - Serhii Brodiuk, Vasyl Palchykov, Yurij Holovatch:
Embedding technique and network analysis of scientific innovations emergence in an arXiv-based concept network. 366-371 - Vasyl Lytvyn, Yevgen Burov, Victoria Vysotska, Viktor Hryhorovych:
Knowledge Novelty Assessment During the Automatic Development of Ontologies. 372-377 - Lubomyr Sikora, Natalya Lysa, Roman Martsyshyn, Yulia Miyushkovych, Rostyslav Tkachuk:
Information Processing System for Detection Impurity in Technical Oil Based on Laser. 378-381 - Yaroslav Sokolovskyy, Maryana Levkovych, Olha Mokrytska, Yaroslav Kaspryshyn, Nadiya Yavorska:
Investigation on the Processes of Deformation, Heat- and-Moisture Transfer in Media with the Properties of the Effects of "Memory" and Self-Similarity. 382-385 - 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. 386-390 - Solomija Ljaskovska, Yevgen Martyn, Igor Malets, Oksana Velyka:
Optimization of Parameters of Technological Processes Means of the FlexSim Simulation Simulation Program. 391-397 - Yevgen Martyn, Olga Smotr, Nazarii Burak, Oleksandr Prydatko, Igor Malets:
Informational Graphic Technologies for Fire Safety Level Determination in Special Purpose Buildings. 398-403 - Olga Smotr, Solomija Ljaskovska, Igor Malets, Oksana Karabyn:
Increasing the Animation Study Management Services Functioning Efficiency. 404-408 - Vasyl Lytvyn, Dmytro Dosyn, Victoria Vysotska, Andrii Hryhorovych:
Method of Ontology Use in OODA. 409-413 - Andrii Berko, Irina Pelekh, Lyubomyr Chyrun, Ivan Dyyak:
Information Resources Analysis System of Dynamic Integration Semi-Structured Data in a Web Environment. 414-419 - Irina Pelekh, Andrii Berko, Vasyl Andrunyk, Lyubomyr Chyrun, Ivan Dyyak:
Design of a System for Dynamic Integration of Weakly Structured Data Based on Mash-Up Technology. 420-425 - 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. 432-437 - Andriy Lutskiv, Nataliya Popovych:
Big Data-Based Approach to Automated Linguistic Analysis Effectiveness. 438-443 - Anatoliy Batyuk, Volodymyr Voityshyn:
Streaming Process Discovery Method for Semi-Structured Business Processes. 444-448 - Nataliia Manakova, Anna Vergeles:
Calibration of Low-Cost IoT Sensors in Streams. 449-454 - Ruslan V. Skuratovskii, Yevgen Osadchyy, Volodymyr Osadchyy:
The Timer Compression of Data and Information. 455-459 - Anatolii Shtymak, Pavlo Mulesa, Mykola Malyar:
Procedure for Determination of Professional Competence of a Higher Education Institution Graduate. 460-463
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