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DSMP 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
Medical Data-Stream Mining in the Area of Electromagnetic Radiation and Low Temperature Influence on Biological Objects. 3-6 - Polina Ye. Zhernova
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
MEMS-Based Inertial Sensor Signals and Machine Learning Methods for Classifying Robot Motion. 13-16 - Dmytro V. Lande
Data Science in Open-Access Research on-Line Resources. 17-20 - Svitlana Petrasova
Building the Semantic Similarity Model for Social Network Data Streams. 21-24 - Gautam Pal
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
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
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
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
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
Software Architecture Design of the Real- Time Processes Monitoring Platform. 98-101 - Myroslav Komar, Pavlo Yakobchuk, Vladimir A. Golovko
Deep Neural Network for Image Recognition Based on the Caffe Framework. 102-106 - Sadek Mansouri, Mbarek Charhad, Rekik Ali
A Framework for Semantic Video Content Indexing Using Textual Information. 107-110 - Yevgeniy V. Bodyanskiy
The Autoencoder Based on Generalized Neo-Fuzzy Neuron and its Fast Learning for Deep Neural Networks. 113-118 - Gennady P. Chuiko
Shape Evolutions of Poincaré Plots for Electromyograms in Data Acquisition Dynamics. 119-122 - Victoria Vysotska
Defining Author's Style for Plagiarism Detection in Academic Environment. 128-133 - Volodymyr Yuzevych
Intelligent Analysis of Data Systems for Defects in Underground Gas Pipeline. 134-138 - Liliya Chyrun, Victoria Vysotska
Content Analysis Method for Cut Formation of Human Psychological State. 139-144 - Vasyl Lytvyn, Victoria Vysotska
Methods of Building Intelligent Decision Support Systems Based on Adaptive Ontology. 145-150 - Fedir Geche, Anatoliy Batyuk
About Kernel Structure Construction of the Generalized Neural Functions. 151-156 - Olga Smotr
Implementation of Information Technologies in the Organization of Forest Fire Suppression Process. 157-161 - Oleg Riznyk
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
Data Stream Online Clustering Based on Fuzzy Expectation-Maximization Approach. 171-176 - Solomija Ljaskovska
Information Technology of Process Modeling in the Multiparameter Systems. 177-182 - Genadiy Churyumov, Vladimir Tokarev, Vitalii Tkachov
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
Informational System of Project Management in the Areas of Regional Security Systems' Development. 187-192 - Leonid Lyubchyk
Online Ranking Learning on Clusters. 193-197 - Vitalii Bulakh
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
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
Improvement of Character Segmentation Using Recurrent Neural Networks and Dynamic Programming. 218-222 - Sergiy Golub
The Method of Cliodinamik Monitoring. 223-226 - Sergii V. Khlamov
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
Data Mining in Scientometrics: Usage Analysis for Academic Publications. 241-246 - Hanna Rudakova
Using Recurrent Procedures to Identify the Parameters of the Large-Sized Object Moving Process Model in Real Time. 247-250 - Andriy Lozynskyy
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
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
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
Fuzzy Clustering of Distorted Observations Based on Optimal Expansion Using Partial Distances. 327-330 - Anna Walaszek-Babiszewska, Marek Rydel
On the Equivalence Between AR Family Time Series Models and Fuzzy Models in Signal Processing. 331-335 - Sergii Babichev
Information Technology of Gene Expression Profiles Processing for Purpose of Gene Regulatory Networks Reconstruction. 336-341 - Rekik Ali
A New Approach for Forming a Probabilistic Risk Assessment Model of Innovative Project Implementation Under Risk. 342-345 - Viktor V. Morozov
Managing of Change Streams in Projects of Development Distributed Information Systems. 346-351 - Alexander Vlasenko
A Hybrid Neuro-Fuzzy Model for Stock Market Time-Series Prediction. 352-355 - Vladyslav Kotsovsky
Finite Generalization of the Offline Spectral Learning. 356-360 - Nelya Pabyrivska
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
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
Energy Efficient Clustering Protocol for Heterogeneous Wireless Sensor Network: A Hybrid Approach Using GA and K-means. 381-385 - Pavlo Vitynskyi, Roman Tkachenko
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
Business-Oriented Feature Selection for Hybrid Classification Model of Credit Scoring. 397-401 - Zhengbing Hu
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
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
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
Subsurface Object Identification by Artificial Neural Networks and Impulse Radiolocation. 434-437 - Ivan Tsmots
Neural-Like Means for Data Streams Encryption and Decryption in Real Time. 438-443 - Mykola Dyvak
Selection the "Saturated" Block from Interval System of Linear Algebraic Equations for Recurrent Laryngeal Nerve Identification. 444-448 - Pawel Tarasiuk
Optimized Concise Implementation of Batcher's Odd-Even Sorting. 449-452 - Dmytro Peleshko
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
Quantization of the Space of Structural Image Features as a Way to Increase Recognition Performance. 464-467 - Ali Al-Ammouri
Logic-Mathematical Model for Recognition the Dangerous Flight Events. 468-472 - Yevgeniy V. Bodyanskiy
The Multidimensional Extended Neo-Fuzzy System and its Fast Learning for Emotions Online Recognition. 473-477 - Nataliya Boyko
Performance Evaluation and Comparison of Software for Face Recognition, Based on Dlib and Opencv Library. 478-482 - Andriy Klyuvak, Oksana Kliuva
Partial Motion Blur Removal. 483-487 - Sergei Yelmanov, Yuriy Romanyshyn
A Generalized Description for the Perceived Contrast of Image Elements. 488-493 - Maksym Korobchynskyi
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
Model and Training Methods of Autonomous Navigation System for Compact Drones. 503-508 - Kirill Smelyakov
Braille Character Recognition Based on Neural Networks. 509-513 - Sergey Rassomakhin, Alexandr Kuznetsov
Mathematical Model for the Probabilistic Minutia Distribution in Biometric Fingerprint Images. 514-518 - Yevgeniy V. Bodyanskiy
Deep 2D-Neural Network and its Fast Learning. 519-523 - Andriy Yerokhin, Valerii Semenets
F-transform 3D Point Cloud Filtering Algorithm. 524-527 - Petr Hurtík
Software for Visual Insect Tracking Based on F-transform Pattern Matching. 528-533 - Ievgen Gorovyi, Vitalii Vovk, Maksim Shevchenko, Valerii Zozulia
Embedded Vision Modules for Text Recognition and Fiducial Markers Tracking. 534-537 - Roman Martsyshyn
Technology of Remote Recognition the Dart-Arrow on the Target. 538-541 - Anatoliy Kovalchuk
Elements of RSA Algorithm and Extra Noising in a Binary Linear-Quadratic Transformations During Encryption and Decryption of Images. 542-544 - Sergii Mashtalir
Representative Based Clustering of Long Multivariate Sequences with Different Lengths. 545-548 - Sergii Mashtalir
Sequence Matching for Content-Based Video Retrieval. 549-553 - Oleh Berezsky
Image Segmentation Metric-Based Adaptive Method. 554-557 - Igor Malets, Vasyl Popovych
Interactive Computer Simulators in Rescuer Training and Research of their Optimal Use Indicator. 558-562 - Roman Melnyk
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
Development and Implementation of Human Face Alignment and Tracking in Video Streams. 574-579 - Mariya 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
Forest Fire Monitoring System Based on UAV Team, Remote Sensing, and Image Processing. 590-594 - Yuriy Furgala
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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