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1

A Novel Neuro-Fuzzy Model for Multivariate Time-Series Prediction

Vlasenko, Alexander, Vlasenko, Nataliia, Vynokurova, Olena, Peleshko, Dmytro

Journal:

Year:

2018

Language:

english

File:

PDF, 3.11 MB

english, 2018

2

[Communications in Computer and Information Science] Data Stream Mining & Processing Volume 1158 (Third International Conference, DSMP 2020, Lviv, Ukraine, August 21â25, 2020, Proceedings) ||

Babichev, Sergii, Peleshko, Dmytro, Vynokurova, Olena

Year:

2020

File:

PDF, 67.85 MB

2020

3

A Novel Neuro-Fuzzy Model for Multivariate Time-Series Prediction

Vlasenko, Alexander, Vlasenko, Nataliia, Vynokurova, Olena, Peleshko, Dmytro

Journal:

Year:

2018

File:

PDF, 3.11 MB

2018

4

[IEEE 2020 IEEE Third International Conference on Data Stream Mining & Processing (DSMP) - Lviv, Ukraine (2020.8.21-2020.8.25)] 2020 IEEE Third International Conference on Data Stream Mining & Processing (DSMP) - Hybrid Machine Learning System for Solving Fraud Detection Tasks

Vynokurova, Olena, Peleshko, Dmytro, Bondarenko, Oleksandr, Ilyasov, Vadim, Serzhantov, Vladislav, Peleshko, Marta

Year:

2020

File:

PDF, 250 KB

2020

5

[IEEE 2016 IEEE First International Conference on Data Stream Mining & Processing (DSMP) - Lviv, Ukraine (2016.8.23-2016.8.27)] 2016 IEEE First International Conference on Data Stream Mining & Processing (DSMP) - Tracking in the intersection areas of the cameras fields-of-view of CCTV monitoring distributed systems

Rashkevych, Yuriy, Peleshko, Dmytro, Ivanov, Yuriy, Malets, Igor, Voloshyn, Viktor

Year:

2016

Language:

english

File:

PDF, 768 KB

english, 2016

6

[IEEE 2020 IEEE Third International Conference on Data Stream Mining & Processing (DSMP) - Lviv, Ukraine (2020.8.21-2020.8.25)] 2020 IEEE Third International Conference on Data Stream Mining & Processing (DSMP) - A Hybrid EMD - Neuro-Fuzzy Model for Financial Time Series Analysis

Vlasenko, Alexander, Rashkevych, Yuriy, Vlasenko, Nataliia, Peleshko, Dmytro, Vynokurova, Olena

Year:

2020

File:

PDF, 479 KB

2020

7

[IEEE 2015 13th International Conference The Experience of Designing and Application of CAD Systems in Microelectronics (CADSM) - Lviv - Polyana, Ukraine (2015.2.24-2015.2.27)] The Experience of Designing and Application of CAD Systems in Microelectronics - Architecture of hybrid generalized additive neuro-fuzzy system in modelling technological process

Yevgeniy, Bodyanskiy, Dmytro, Peleshko, Olena, Vynokurova, Yuliia, Tatarinova

Year:

2015

Language:

english

File:

PDF, 230 KB

english, 2015

8

[Communications in Computer and Information Science] Data Stream Mining & Processing Volume 1158 (Third International Conference, DSMP 2020, Lviv, Ukraine, August 21â25, 2020, Proceedings) || On-Line Data Processing, Simulation and Forecasting of the Coronavirus Disease (COVID-19) Propagation in Ukraine Based on Machine Learning Approach

Babichev, Sergii, Peleshko, Dmytro, Vynokurova, Olena

Year:

2020

File:

PDF, 1.08 MB

2020

9

[IEEE 2016 IEEE First International Conference on Data Stream Mining & Processing (DSMP) - Lviv, Ukraine (2016.8.23-2016.8.27)] 2016 IEEE First International Conference on Data Stream Mining & Processing (DSMP) - Design and implementation of visitors queue density analysis and registration method for retail videosurveillance purposes

Peleshko, Dmytro, Ivanov, Yuriy, Sharov, Boris, Izonin, Ivan, Borzov, Yuriy

Year:

2016

Language:

english

File:

PDF, 734 KB

english, 2016

10

[Communications in Computer and Information Science] Data Stream Mining & Processing Volume 1158 (Third International Conference, DSMP 2020, Lviv, Ukraine, August 21â25, 2020, Proceedings) || The Issue of Efficient Generation of Generalized Features in Algorithmic Classification Tree Methods

Babichev, Sergii, Peleshko, Dmytro, Vynokurova, Olena

Year:

2020

File:

PDF, 313 KB

2020

11

[IEEE 2015 IEEE 8th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS) - Warsaw, Poland (2015.9.24-2015.9.26)] 2015 IEEE 8th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS) - Hybrid generalized additive neuro-fuzzy system and its adaptive learning algorithms

Bodyanskiy, Yevgeniy, Setlak, Galina, Peleshko, Dmytro, Vynokurova, Olena

Year:

2015

Language:

english

File:

PDF, 276 KB

english, 2015

12

[Communications in Computer and Information Science] Data Stream Mining & Processing Volume 1158 (Third International Conference, DSMP 2020, Lviv, Ukraine, August 21â25, 2020, Proceedings) || Identification of Predictors of Burnout Among Employees of Socially Significant Professions

Babichev, Sergii, Peleshko, Dmytro, Vynokurova, Olena

Year:

2020

File:

PDF, 2.05 MB

2020

13

Neo-Fuzzy Encoder and Its Adaptive Learning for Big Data Processing

Bodyanskiy, Yevgeniy, Pliss, Iryna, Vynokurova, Olena, Peleshko, Dmytro, Rashkevych, Yuriy

Journal:

Information Technology and Management Science

Language:

english

File:

PDF, 666 KB

english

14

[Communications in Computer and Information Science] Data Stream Mining & Processing Volume 1158 (Third International Conference, DSMP 2020, Lviv, Ukraine, August 21â25, 2020, Proceedings) || 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

Babichev, Sergii, Peleshko, Dmytro, Vynokurova, Olena

Year:

2020

File:

PDF, 1.32 MB

2020

15

[IEEE 2020 IEEE Third International Conference on Data Stream Mining & Processing (DSMP) - Lviv, Ukraine (2020.8.21-2020.8.25)] 2020 IEEE Third International Conference on Data Stream Mining & Processing (DSMP) - Hybrid Multidimensional Deep Convolutional Neural Network for Multimodal Fusion

Vynokurova, Olena, Peleshko, Dmytro

Year:

2020

File:

PDF, 579 KB

2020

16

[IEEE 2018 IEEE Second International Conference on Data Stream Mining & Processing (DSMP) - Lviv, Ukraine (2018.8.21-2018.8.25)] 2018 IEEE Second International Conference on Data Stream Mining & Processing (DSMP) - Hybrid Multidimensional Wavelet-Neuro-System and its Learning Using Cross Entropy Cost Function in Pattern Recognition

Vynokurova, Olena, Peleshko, Dmytro, Borzov, Yuriy, Oskerko, Semen, Voloshyn, Viktor

Year:

2018

Language:

english

File:

PDF, 227 KB

english, 2018

17

[IEEE 2015 13th International Conference The Experience of Designing and Application of CAD Systems in Microelectronics (CADSM) - Lviv - Polyana, Ukraine (2015.2.24-2015.2.27)] The Experience of Designing and Application of CAD Systems in Microelectronics - Composite usage of local magnitudes and invariant segmentation for speech signals watermarking

Pelekh, Yuriy, Peleshko, Dmytro, Peleshko, Marta, Malets, Igor, Bashynskyy, Oleg

Year:

2015

Language:

english

File:

PDF, 251 KB

english, 2015

18

[IEEE 2017 14th International Conference The Experience of Designing and Application of CAD Systems in Microelectronics (CADSM) - Lviv - Polyana, Ukraine (2017.2.21-2017.2.25)] 2017 14th International Conference The Experience of Designing and Application of CAD Systems in Microelectronics (CADSM) - Real-time fire detection method combining AdaBoost, LBP and convolutional neural network in video sequence

Maksymiv, Oleksii, Rak, Taras, Peleshko, Dmytro

Year:

2017

Language:

english

File:

PDF, 639 KB

english, 2017

19

[IEEE 2016 IEEE First International Conference on Data Stream Mining & Processing (DSMP) - Lviv, Ukraine (2016.8.23-2016.8.27)] 2016 IEEE First International Conference on Data Stream Mining & Processing (DSMP) - Two-frames image superresolution based on the aggregate divergence matrix

Peleshko, Dmytro, Rak, Taras, Peleshko, Marta, Izonin, Ivan, Batyuk, Danylo

Year:

2016

Language:

english

File:

PDF, 257 KB

english, 2016

20

[IEEE 2017 IEEE First Ukraine Conference on Electrical and Computer Engineering (UKRCON) - Kiev (2017.5.29-2017.6.2)] 2017 IEEE First Ukraine Conference on Electrical and Computer Engineering (UKRCON) - Single-frame image super-resolution based on singular square matrix operator

Rashkevych, Yurii, Peleshko, Dmytro, Vynokurova, Olena, Izonin, Ivan, Lotoshynska, Natalia

Year:

2017

Language:

english

File:

PDF, 259 KB

english, 2017

21

[IEEE 2015 13th International Conference The Experience of Designing and Application of CAD Systems in Microelectronics (CADSM) - Lviv - Polyana, Ukraine (2015.2.24-2015.2.27)] The Experience of Designing and Application of CAD Systems in Microelectronics - Adaptive moving object segmentation algorithms in cluttered environments

Ivanov, Yuriy, Peleshko, Dmytro, Makoveychuk, Oleksandr, Izonin, Ivan, Malets, Igor, Lotoshunska, Natalia, Batyuk, Danylo

Year:

2015

Language:

english

File:

PDF, 298 KB

english, 2015

22

[IEEE 2015 Xth International Scientific and Technical Conference "Computer Sciences and Information Technologies" (CSIT) - Lviv, Ukraine (2015.9.14-2015.9.17)] 2015 Xth International Scientific and Technical Conference "Computer Sciences and Information Technologies" (CSIT) - Learning-based image super-resolution using weight coefficients of synaptic connections

Izonin, Ivan, Tkachenko, Roman, Peleshko, Dmytro, Rak, Taras, Batyuk, Danylo

Year:

2015

Language:

english

File:

PDF, 330 KB

english, 2015

23

[IEEE 2018 IEEE Second International Conference on Data Stream Mining & Processing (DSMP) - Lviv, Ukraine (2018.8.21-2018.8.25)] 2018 IEEE Second International Conference on Data Stream Mining & Processing (DSMP) - Core Generator of Hypotheses for Real-Time Flame Detecting

Peleshko, Dmytro, Maksymiv, Oleksii, Rak, Taras, Voloshyn, Orysia, Morklyanyk, Bohdan

Year:

2018

Language:

english

File:

PDF, 452 KB

english, 2018

24

[IEEE 2015 Xth International Scientific and Technical Conference "Computer Sciences and Information Technologies" (CSIT) - Lviv, Ukraine (2015.9.14-2015.9.17)] 2015 Xth International Scientific and Technical Conference "Computer Sciences and Information Technologies" (CSIT) - Morphological processing of videostream frames binary masks

Ivanov, Yuriy, Peleshko, Dmytro, Rashkevych, Yuriy, Szymanski, Zdzislaw

Year:

2015

Language:

english

File:

PDF, 402 KB

english, 2015

25

[IEEE 2018 14th International Conference on Advanced Trends in Radioelecrtronics, Telecommunications and Computer Engineering (TCSET) - Lviv-Slavske (2018.2.20-2018.2.24)] 2018 14th International Conference on Advanced Trends in Radioelecrtronics, Telecommunications and Computer Engineering (TCSET) - Hybrid fuzzy-clustering algorithm of unevenly and asynchronously spaced time series in computer engineering

Bodyanskiy, Yevgeniy, Kobylin, Ilya, Rashkevych, Yuriy, Vynokurova, Olena, Peleshko, Dmytro

Year:

2018

File:

PDF, 1.06 MB

2018

26

[IEEE 2018 IEEE Second International Conference on Data Stream Mining & Processing (DSMP) - Lviv, Ukraine (2018.8.21-2018.8.25)] 2018 IEEE Second International Conference on Data Stream Mining & Processing (DSMP) - The Autoencoder Based on Generalized Neo-Fuzzy Neuron and its Fast Learning for Deep Neural Networks

Bodyanskiy, Yevgeniy, Peleshko, Dmytro, Rashkevych, Yuriy, Vynokurova, Olena

Year:

2018

Language:

english

File:

PDF, 237 KB

english, 2018

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