Dmytro Peleshko

Publication Activity (10 Years)

Years Active: 2014-2020
Publications (10 Years): 26

Top Topics

Fraud Detection

Top Venues

DepCoS-RELCOMEX

Publications

Alexander Vlasenko, Yuriy Rashkevych, Nataliia Vlasenko, Dmytro Peleshko, Olena Vynokurova
A Hybrid EMD - Neuro-Fuzzy Model for Financial Time Series Analysis. DSMP (2020)
Vasyl Lytvyn, Alina Dmytriv, Andriy Berko, Vladislav Alieksieiev, Taras Basyuk, Jörg Rainer Noennig, Dmytro Peleshko, Taras Rak, Viktor Voloshyn
Conceptual Model of Information System for Drone Monitoring of Trees' Condition. COLINS (2020)
Olena Vynokurova, Dmytro Peleshko
Hybrid Multidimensional Deep Convolutional Neural Network for Multimodal Fusion. 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)
Olena Vynokurova, Dmytro Peleshko, Polina Zhernova, Iryna Perova, Andrii Kovalenko
Solving Fraud Detection Tasks Based on Wavelet-Neuro Autoencoder. ISDMCI (2020)
Olena Vynokurova, Dmytro Peleshko, Marta Peleshko
Hybrid Deep Convolutional Neural Network with Multimodal Fusion. DSMP (2020)
Dmytro Peleshko, Taras Rak, Jörg Rainer Noennig, Vasyl Lytvyn, Victoria Vysotska
Drone Monitoring System DROMOS of Urban Environmental Dynamics. ITPM (2020)
Olena Vynokurova, Dmytro Peleshko, Oleksandr Bondarenko, Vadim Ilyasov, Vladislav Serzhantov, Marta Peleshko
Hybrid Machine Learning System for Solving Fraud Detection Tasks. DSMP (2020)
Alexander Vlasenko, Nataliia Vlasenko, Olena Vynokurova, Yevgeniy V. Bodyanskiy, Dmytro Peleshko
A Novel Ensemble Neuro-Fuzzy Model for Financial Time Series Forecasting. Data 4 (3) (2019)
Antonii Rzheuskyi, Orest Kutyuk, Orysia Voloshyn, Agnieszka Kowalska-Styczen, Viktor Voloshyn, Lyubomyr Chyrun, Sofia Chyrun, Dmytro Peleshko, Taras Rak
The Intellectual System Development of Distant Competencies Analyzing for IT Recruitment. CSIT (2019)
Vasyl Lytvyn, Agnieszka Kowalska-Styczen, Dmytro Peleshko, Taras Rak, Viktor Voloshyn, Jörg Rainer Noennig, Victoria Vysotska, Lesia Nykolyshyn, Hanna Pryshchepa
Aviation Aircraft Planning System Project Development. CSIT (2019)
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. DSMP (2018)
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. DSMP (2018)
Yevgeniy V. Bodyanskiy, Artem Dolotov, Dmytro Peleshko, Yuriy Rashkevych, Olena Vynokurova
Associative Probabilistic Neuro-Fuzzy System for Data Classification Under Short Training Set Conditions. DepCoS-RELCOMEX (2018)
Dmytro Peleshko, Oleksii Maksymiv, Taras Rak, Orysia Voloshyn, Bohdan Morklyanyk
Core Generator of Hypotheses for Real-Time Flame Detecting. DSMP (2018)
Alexander Vlasenko, Nataliia Vlasenko, Olena Vynokurova, Dmytro Peleshko
A Novel Neuro-Fuzzy Model for Multivariate Time-Series Prediction. Data 3 (4) (2018)
Yevgeniy V. Bodyanskiy, Olena Vynokurova, Galina Setlak, Dmytro Peleshko, Pavlo Mulesa
Adaptive multivariate hybrid neuro-fuzzy system and its on-board fast learning. Neurocomputing 230 (2017)
Yevgeniy V. Bodyanskiy, Olena Vynokurova, Iryna Pliss, Dmytro Peleshko, Yuriy Rashkevych
Deep Stacking Convex Neuro-Fuzzy System and Its On-line Learning. DepCoS-RELCOMEX (2017)
Galina Setlak, Yevgeniy V. Bodyanskiy, Iryna Pliss, Olena Vynokurova, Dmytro Peleshko, Illya Kobylin
Adaptive Fuzzy Clustering of Multivariate Short Time Series with Unevenly Distributed Observations Based on Matrix Neuro-Fuzzy Self-organizing Network. EUSFLAT/IWIFSGN (3) (2017)
Yuriy Rashkevych, Dmytro Peleshko, Yuriy Ivanov, Igor Malets, Viktor Voloshyn
Tracking in the intersection areas of the cameras fields-of-view of CCTV monitoring distributed systems. DSMP (2016)
Yevgeniy V. Bodyanskiy, Olena Vynokurova, Iryna Pliss, Dmytro Peleshko, Yuriy Rashkevych
Hybrid Generalized Additive Wavelet-Neuro-Fuzzy-System and Its Adaptive Learning. DepCoS-RELCOMEX (2016)
Dmytro Peleshko, Taras Rak, Marta Peleshko, Ivan Izonin, Danylo Batyuk
Two-frames image superresolution based on the aggregate divergence matrix. DSMP (2016)
Dmytro Peleshko, Yuriy Ivanov, Boris Sharov, Ivan Izonin, Yuriy Borzov
Design and implementation of visitors queue density analysis and registration method for retail videosurveillance purposes. DSMP (2016)
Yuriy Ivanov, Dmytro Peleshko, Yuriy Rashkevych, Zdzislaw Szymanski
Morphological processing of videostream frames binary masks. CSIT (2015)
Ivan Izonin, Roman Tkachenko, Dmytro Peleshko, Taras Rak, Danylo Batyuk
Learning-based image super-resolution using weight coefficients of synaptic connections. CSIT (2015)
Yevgeniy V. Bodyanskiy, Galina Setlak, Dmytro Peleshko, Olena Vynokurova
Hybrid generalized additive neuro-fuzzy system and its adaptive learning algorithms. IDAACS (2015)
Dmytro Peleshko, Mariya Rashkevych, Andriy Klyuvak, Yuriy Ivanov
Partial Blur: Model, Detection, Deblurring. DepCoS-RELCOMEX (2014)