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ORCIDDSMP 2018: Lviv, Ukraine
- Second International Conference on Data Stream Mining & Processing, DSMP 2018, Lviv, Ukraine, August 21-25, 2018. IEEE 2018, ISBN 978-1-5386-2874-4
- Iryna Perova
, Olena Litovchenko, Yevgeniy V. Bodyanskiy, Yelizaveta Brazhnykova, Igor Zavgorodnii, Pavlo Mulesa:
Medical Data-Stream Mining in the Area of Electromagnetic Radiation and Low Temperature Influence on Biological Objects. 3-6 - Polina Ye. Zhernova, Anastasiia O. Deineko, Yevgeniy V. Bodyanskiy, Vladyslav O. Riepin:
Adaptive Kernel Data Streams Clustering Based on Neural Networks Ensembles in Conditions of Uncertainty About Amount and Shapes of Clusters. 7-12 - Igor Nevlydov, Oleksandr Filipenko, Mariya Volkova, Ganna Ponomaryova:
MEMS-Based Inertial Sensor Signals and Machine Learning Methods for Classifying Robot Motion. 13-16 - Dmytro V. Lande, Valentyna B. Andrushchenko, Iryna V. Balagura:
Data Science in Open-Access Research on-Line Resources. 17-20 - Svitlana Petrasova, Nina Khairova, Wlodzimierz Lewoniewski:
Building the Semantic Similarity Model for Social Network Data Streams. 21-24 - Gautam Pal, Gangmin Li, Katie Atkinson:
Big Data Real Time Ingestion and Machine Learning. 25-31 - Andrii Berko, Vladyslav Alieksieiev:
A Method to Solve Uncertainty Problem for Big Data Sources. 32-37 - Yuriy P. Kondratenko, Nina Kondratenko:
Computational Library of the Direct Analytic Models for Real-Time Fuzzy Information Processing. 38-43 - Oleksandr S. Gerasin, Yuriy Zaporozhets, Yuriy P. Kondratenko:
Models of Magnetic Driver Interaction with Ferromagnetic Surface and Geometric Data Computing for Clamping Force Localization Patches. 44-49 - Volodymyr Ostakhov, Nadiia Artykulna, Viktor Morozov:
Models of IT Projects KPIs and Metrics. 50-55 - Yuliya Kozina, Natalya Volkova, Daniil Horpenko:
Mobile Application for Decision Support in Multi-Criteria Problems. 56-59 - Olena Basalkevych, Olexandr Basalkevych:
Fuzzy Reconstructions in Linguistics. 60-64 - Oleksey Voloshyn, Mykola Malyar, Marianna Sharkadi, Volodymyr Polishchuk:
Fuzzy Mathematical Modeling Financial Risks. 65-69 - Peter Bidyuk, Aleksandr Gozhyj, Zdislaw Szymanski, Irina Kalinina, Volodymyr Beglytsia:
The Methods Bayesian Analysis of the Threshold Stochastic Volatility Model. 70-74 - Max Garkavtsev, Nataliya Lamonova, Alexander Gostev:
Chosing a Programming Language for a New Project from a Code Quality Perspective. 75-78 - Viktor Putrenko, Nataliia Pashvnska, Sergiy Nazarenko:
Data Mining of Network Events with Space-Time Cube Application. 79-83 - Vasyl Palchykov, Yurij Holovatch:
Bipartite Graph Analysis as an Alternative to Reveal Clusterization in Complex Systems. 84-87 - Dariusz Puchala, Kamil Stokfiszewski, Kamil Wieloch, Mykhaylo Yatsymirskyy:
Comparative Study of Massively Parallel GPU Realizations of Wavelet Transform Computation with Lattice Structure and Matrix-Based Approach. 88-93 - Vladyslav Alieksieiev:
One Approach of Approximation for Incoming Data Stream in IoT Based Monitoring System. 94-97 - Anatoliy Batyuk, Volodymyr Voityshyn, Volodymyr Verhun:
Software Architecture Design of the Real- Time Processes Monitoring Platform. 98-101 - Myroslav Komar, Pavlo Yakobchuk, Vladimir A. Golovko, Vitaliy Dorosh, Anatoliy Sachenko:
Deep Neural Network for Image Recognition Based on the Caffe Framework. 102-106 - Sadek Mansouri, Mbarek Charhad, Rekik Ali, Mounir Zrigui:
A Framework for Semantic Video Content Indexing Using Textual Information. 107-110 - Yevgeniy V. Bodyanskiy, Dmytro Peleshko, Yuriy Rashkevych, Olena Vynokurova:
The Autoencoder Based on Generalized Neo-Fuzzy Neuron and its Fast Learning for Deep Neural Networks. 113-118 - Gennady P. Chuiko, Olga V. Dvomik, Yevhen S. Darnanuk:
Shape Evolutions of Poincaré Plots for Electromyograms in Data Acquisition Dynamics. 119-122 - Victoria Vysotska, Yevhen Burov, Vasyl Lytvyn, Andriy Demchuk:
Defining Author's Style for Plagiarism Detection in Academic Environment. 128-133 - Volodymyr Yuzevych, Ruslan Skrynkovskyy, Bohdan Koman:
Intelligent Analysis of Data Systems for Defects in Underground Gas Pipeline. 134-138 - Liliya Chyrun, Victoria Vysotska, Iaroslav Kis, Lyubomyr Chyrun:
Content Analysis Method for Cut Formation of Human Psychological State. 139-144 - Vasyl Lytvyn, Victoria Vysotska, Dmytro Dosyn, Olga Lozynska, Oksana Oborska:
Methods of Building Intelligent Decision Support Systems Based on Adaptive Ontology. 145-150 - Fedir Geche, Anatoliy Batyuk, Oksana Mulesa, Veronika Voloshchuk:
About Kernel Structure Construction of the Generalized Neural Functions. 151-156 - Olga Smotr, Yuriy Borzov, Nazarii Burak, Solomija Ljaskovska:
Implementation of Information Technologies in the Organization of Forest Fire Suppression Process. 157-161 - Oleg Riznyk, Olexandr Povshuk, Yurii Noga, Yurii Kynash:
Transformation of Information Based on Noisy Codes. 162-165 - Anna Vergeles, Alexander Khaya, Dmytro Prokopenko, Nataliia Manakova:
Unsupervised Real-Time Stream-Based Novelty Detection Technique an Approach in a Corporate Cloud. 166-170 - Anastasiia O. Deineko, Polina Ye. Zhernova, Boris Gordon, Oleksandr O. Zayika, Iryna Pliss, Nelya Pabyrivska:
Data Stream Online Clustering Based on Fuzzy Expectation-Maximization Approach. 171-176 - Solomija Ljaskovska, Yevgen Martyn, Igor Malets, Oleksandr Prydatko:
Information Technology of Process Modeling in the Multiparameter Systems. 177-182 - Genadiy Churyumov, Vladimir Tokarev, Vitalii Tkachov, Stanislav Partyka:
Scenario of Interaction of the Mobile Technical Objects in the Process of Transmission of Data Streams in Conditions of Impacting the Powerful Electromagnetic Field. 183-186 - Oleksandr Prydatko, Yurii Borzov, Ivan Solotvinskyi, Olga Smotr, Oleksii Didyk:
Informational System of Project Management in the Areas of Regional Security Systems' Development. 187-192 - Leonid Lyubchyk, Galyna Grinberg:
Online Ranking Learning on Clusters. 193-197 - Vitalii Bulakh, Lyudmyla Kirichenko, Tamara Radivilova:
Time Series Classification Based on Fractal Properties. 198-201 - Olga Zavgorodnia, Ivan Mikheev, Oleksandr Zyma:
Identifining European E-Learner Profile by Means of Data Mining. 202-206 - Galyna Kriukova, Mykola Glybovets:
High-Performance Data Stream Mining by Means of Embedding Hidden Markov Model into Reproducing Kernel Hibert Spaces. 207-211 - Daniel Ambach, Oleksandra Ambach:
Forecasting the Oil Price with a Periodic Regression ARFIMA-GARCH Process. 212-217 - Valentyna Volkova, Ivan Deriuga, Vadym Osadchyi, Olga Radyvonenko:
Improvement of Character Segmentation Using Recurrent Neural Networks and Dynamic Programming. 218-222 - Sergiy Golub, Nataliia Khymytsia:
The Method of Cliodinamik Monitoring. 223-226 - Sergii V. Khlamov, Vadym E. Savanevych, Olexander B. Briukhovetskyi, Artem V. Pohorelov, Vladimir Vlasenko, Eugene Dikov:
CoLiTec Software for the Astronomical Data Sets Processing. 227-230 - Anastasiya Doroshenko:
Piecewise-Linear Approach to Classification Based on Geometrical Transformation Model for Imbalanced Dataset. 231-235 - Alexey Roienko, Yevhen Chervoniak, Feliks Sirenko, Ievgen Gorovyi:
Data Processing Methods for Mobile Indoor Navigation. 236-240 - Olesya Mryglod, Yurij Holovatch, Ralph Kenna:
Data Mining in Scientometrics: Usage Analysis for Academic Publications. 241-246 - Hanna Rudakova, Oksana Polyvoda, Anton Omelchuk:
Using Recurrent Procedures to Identify the Parameters of the Large-Sized Object Moving Process Model in Real Time. 247-250 - Andriy Lozynskyy, Igor Romanyshyn, Bohdan Rusyn, Volodymyr Minialo:
Robust Approach to Estimation of the Intensity of Noisy Signal with Additive Uncorrelated Impulse Interference. 251-254 - Bohdan M. Pavlyshenko:
Using Stacking Approaches for Machine Learning Models. 255-258 - Romanna Malets, Heorgiy Shynkarenko, Igor Malets, Petro Vahin:
Modeling of Thermoviscoelasticity Time Harmonic Variational Problem for a Thin Wall Body. 259-264 - Volodymyr Lyubinets, Taras Boiko, Deon Nicholas:
Automated Labeling of Bugs and Tickets Using Attention-Based Mechanisms in Recurrent Neural Networks. 271-275 - Yehor Lyebyedyev, Mykola Makhortykh:
#Euromaidan: Quantitative Analysis of Multilingual Framing 2013-2014 Ukrainian Protests on Twitter. 276-280 - Serhii A. Rybalchenko:
Big Data Automatic System of Analysis and Trading on Financial Markets. 281-285 - Olena Vynokurova, Dmytro Peleshko, Yuriy Borzov, Semen Oskerko, Viktor Voloshyn:
Hybrid Multidimensional Wavelet-Neuro-System and its Learning Using Cross Entropy Cost Function in Pattern Recognition. 305-309 - Igor N. Aizenberg, Kashifuddin Qazi:
Cloud Datacenter Workload Prediction Using Complex-Valued Neural Networks. 315-321 - O. S. Volkovsky, Y. R. Kovylin:
Computer System of Building of the Semantic Model of the Document. 322-326 - Alina Shafronenko, Artem Dolotov, Yevgeniy V. Bodyanskiy, Galina Setlak:
Fuzzy Clustering of Distorted Observations Based on Optimal Expansion Using Partial Distances. 327-330 - Anna Walaszek-Babiszewska, Marek Rydel, Nataliia Kashpruk:
On the Equivalence Between AR Family Time Series Models and Fuzzy Models in Signal Processing. 331-335 - Sergii Babichev, Volodymyr Lytvynenko, Jirí Skvor, Maxim Korobchynskyi, Maria Voronenko:
Information Technology of Gene Expression Profiles Processing for Purpose of Gene Regulatory Networks Reconstruction. 336-341 - Rekik Ali, Masmoudi Nissen:
A New Approach for Forming a Probabilistic Risk Assessment Model of Innovative Project Implementation Under Risk. 342-345 - Viktor V. Morozov, Olena V. Kalnichenko, Andrii Khrutba, Grigory Steshenko, Iuliia Liubyma:
Managing of Change Streams in Projects of Development Distributed Information Systems. 346-351 - Alexander Vlasenko, Olena Vynokurova, Nataliia Vlasenko, Marta Peleshko:
A Hybrid Neuro-Fuzzy Model for Stock Market Time-Series Prediction. 352-355 - Vladyslav Kotsovsky, Fedir Geche, Anatoliy Batyuk:
Finite Generalization of the Offline Spectral Learning. 356-360 - Nelya Pabyrivska, Viktor Pabyrivskyy:
Inverse Problem for Two-Dimensional Heat Equation with an Unknown Source. 361-363 - Yuliia Tatarinova:
AVIA: Automatic Vulnerability Impact Assessment on the Target System. 364-368 - Olexiy Azarov, Leonid Krupelnitsky, Hanna Rakytyanska:
A Fuzzy Model of Television Rating Control with Trend Rules Tuning Based on Monitoring Results. 369-374 - Yaroslav Sokolovskyy, Maryana Levkovych, Mokrvtska Olha, Vitalii Atamanvuk:
Mathematical Modeling of Two-Dimensional Deformation-Relaxation Processes in Environments with Fractal Structure. 375-380 - Shashi Bhushan, Raju Pal, Svetlana Antoshchuk:
Energy Efficient Clustering Protocol for Heterogeneous Wireless Sensor Network: A Hybrid Approach Using GA and K-means. 381-385 - Pavlo Vitynskyi, Roman Tkachenko, Ivan Izonin, Hakan Kutucu:
Hybridization of the SGTM Neural-Like Structure Through Inputs Polynomial Extension. 386-391 - Igor N. Aizenberg, Zain Khaliq:
Analysis of EEG Using Multilayer Neural Network with Multi-Valued Neurons. 392-396 - Galyna Chornous, Ihor Nikolskyi:
Business-Oriented Feature Selection for Hybrid Classification Model of Credit Scoring. 397-401 - Zhengbing Hu, Oleksii K. Tyshchenko:
A Hybrid Neuro-Fuzzy Element: A New Structural Node for Evolving Neuro-Fuzzy Systems. 402-406 - Kostyantyn Kharchenko, Oleksandr Beznosyk, Valery Romanov:
Implementation of Neural Networks with Help of a Data Flow Virtual Machine. 407-410 - Viktor Mashkov, Volodymyr Lytvynenko, Jirí Fiser, Maria Voronenko:
Self-Diagnosis of the Systems with Intermittently Faulty Units. 411-414 - Dmytro Chumachenko:
On Intelligent Multiagent Approach to Viral Hepatitis B Epidemic Processes Simulation. 415-419 - Sergii Kondratiuk, Iurii Krak:
Dactyl Alphabet Modeling and Recognition Using Cross Platform Software. 420-423 - Lukasz Wieczorek, Przemyslaw Ignaciuk:
Intelligent Support for Resource Distribution in Logistic Networks Using Continuous-Domain Genetic Algorithms. 424-429 - Ihor Shelevytsky, Victorya Shelevytska, Vlad Golovko, Bogdan Semenov:
Segmentation and Parametrization of the Phonocardiogram for the Heart Conditions Classification in Newborns. 430-433 - Oleksandr Dumin, Oleksandr Prishchenko, Gennadiy P. Pochanin, Vadym Plakhtii, Dmytro Shyrokorad:
Subsurface Object Identification by Artificial Neural Networks and Impulse Radiolocation. 434-437 - Ivan Tsmots, Yurii Tsymbal, Viktor Khavalko, Oleksa Skorokhoda, Taras Teslyuk:
Neural-Like Means for Data Streams Encryption and Decryption in Real Time. 438-443 - Mykola Dyvak, Andriy Pukas, Iryna Oliynyk, Andriy Melnyk:
Selection the "Saturated" Block from Interval System of Linear Algebraic Equations for Recurrent Laryngeal Nerve Identification. 444-448 - Pawel Tarasiuk, Mykhaylo Yatsymirskyy:
Optimized Concise Implementation of Batcher's Odd-Even Sorting. 449-452 - Dmytro Peleshko, Oleksii Maksymiv, Taras Rak, Orysia Voloshyn, Bohdan Morklyanyk:
Core Generator of Hypotheses for Real-Time Flame Detecting. 455-458 - Oleksii Gorokhovatskyi, Olena Peredrii:
Shallow Convolutional Neural Networks for Pattern Recognition Problems. 459-463 - Volodymyr Gorokhovatskyi, Oleksii Gorokhovatskyi, Yevgenyi Putyatin, Olena Peredrii:
Quantization of the Space of Structural Image Features as a Way to Increase Recognition Performance. 464-467 - Ali Al-Ammouri, Arsen Klochan, Hasan Al-Ammori, Anastasia Degtiarova:
Logic-Mathematical Model for Recognition the Dangerous Flight Events. 468-472 - Yevgeniy V. Bodyanskiy, Nonna Kulishova, Daria Malysheva:
The Multidimensional Extended Neo-Fuzzy System and its Fast Learning for Emotions Online Recognition. 473-477 - Nataliya Boyko, Oleg Basystiuk, Nataliya Shakhovska:
Performance Evaluation and Comparison of Software for Face Recognition, Based on Dlib and Opencv Library. 478-482 - Andriy Klyuvak, Oksana Kliuva, Ruslan Skrynkovskyy:
Partial Motion Blur Removal. 483-487 - Sergei Yelmanov, Yuriy Romanyshyn:
A Generalized Description for the Perceived Contrast of Image Elements. 488-493 - Maksym Korobchynskyi, Mihail Slonov, Alexander Mariliv, Serhii Mieshkov:
Method for Determining the Rational Time Intervals for Detecting Objects by Thermal Imager. 494-497 - Vitaliy Boyun:
Bioinspired Approaches to the Selection and Processing of Video Information. 498-502 - Viacheslav Moskalenko, Alona Moskalenko, Artem Korobov, Olha Boiko, Serhii Martynenko, Oleksandr Borovenskyi:
Model and Training Methods of Autonomous Navigation System for Compact Drones. 503-508 - Kirill Smelyakov, Anastasiya Chupryna, Dmytro Yeremenko, Anton Sakhon, Vitalii Polezhai:
Braille Character Recognition Based on Neural Networks. 509-513 - Sergey Rassomakhin, Alexandr Kuznetsov, Vladimir Shlokin, Ivan Belozertsev, Roman V. Serhiienko:
Mathematical Model for the Probabilistic Minutia Distribution in Biometric Fingerprint Images. 514-518 - Yevgeniy V. Bodyanskiy, Iryna Pliss, Daria S. Kopaliani, Olena O. Boiko:
Deep 2D-Neural Network and its Fast Learning. 519-523 - Andriy Yerokhin, Valerii Semenets, Alina S. Nechyporenko, Oleksii Turuta, Andrii Babii:
F-transform 3D Point Cloud Filtering Algorithm. 524-527 - Petr Hurtík, David Cíz, Oto Kalab, David Musiolek, Petr Kocarek, Martin Tomis:
Software for Visual Insect Tracking Based on F-transform Pattern Matching. 528-533 - Ievgen Gorovyi, Vitalii Vovk, Maksim Shevchenko, Valerii Zozulia, Dmytro Sharapov:
Embedded Vision Modules for Text Recognition and Fiducial Markers Tracking. 534-537 - Roman Martsyshyn, Yulia Miyushkovych, Lubomyr Sikora, Natalya Lysa, Rostyslav Tkachuk:
Technology of Remote Recognition the Dart-Arrow on the Target. 538-541 - Anatoliy Kovalchuk, Nataliia Lotoshynska:
Elements of RSA Algorithm and Extra Noising in a Binary Linear-Quadratic Transformations During Encryption and Decryption of Images. 542-544 - Sergii Mashtalir, Volodymyr Mashtalir, Mykhailo Stolbovyi:
Representative Based Clustering of Long Multivariate Sequences with Different Lengths. 545-548 - Sergii Mashtalir, Olena Mikhnova, Mykhailo Stolbovyi:
Sequence Matching for Content-Based Video Retrieval. 549-553 - Oleh Berezsky, Oleh Pitsun, Natalia Batryn, Kateryna Berezska, Nadiya Savka, Taras Dolynyuk:
Image Segmentation Metric-Based Adaptive Method. 554-557 - Igor Malets, Vasyl Popovych, Oleksandr Prydatko, Andriy Dominik:
Interactive Computer Simulators in Rescuer Training and Research of their Optimal Use Indicator. 558-562 - Roman Melnyk, Yuriy I. Kalychak:
Analysis of Metal Defects by Clustering the Sample and Distributed Cumulative Histogram. 563-56 - Sergei Yelmanov, Yuriy Romanyshyn:
Image Contrast Enhancement Using a Modified Histogram Equalization. 568-573 - Yevhen Zadorozhnii, Tetiana Fedoronchak, Yevhenii Tverdokhlib, Natalia Myronova:
Development and Implementation of Human Face Alignment and Tracking in Video Streams. 574-579 - Mariya Nazarkevych, Ivanna Klyujnyk, Hanna Nazarkevych:
Investigation the Ateb-Gabor Filter in Biometric Security Systems. 580-583 - Bohdan Durnyak, Oleksandr Tymchenko, Oleksandr Tymchenko Jr., Bohdana Havrysh:
Applying the Neuronetchic Methodology to Text Images for Their Recognition. 584-589 - Vladimir Sherstjuk, Maryna Zharikova, Igor Sokol:
Forest Fire Monitoring System Based on UAV Team, Remote Sensing, and Image Processing. 590-594 - Yuriy Furgala, Yuriy Mochulsky, Bohdan Rusyn:
Evaluation of Objects Recognition Efficiency on Mapes by Various Methods. 595-598 - Tetiana Gladkykh, Taras Hnot, Roman Grubnyk:
Music Content Selection Automation. 599-604 - Galyna Shcherbakova, Svitlana Antoshchuk, Anatoly Sachenko, Maksym Gerganov, Marina Polyakova, Victor Krylov:
Areal Multistart Method of Optimization for Image Recognition. 605-608 - Maksym Kovalchuk, Anatoliy Sachcnko, Vasyl Koval, Diana Zahorodnia:
Development of Real-time Face Recognition System Using Local Binary Patterns. 609-614
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