Dmytro Peleshko

30 papers Misc 4Journal 3Unranked 22

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Modeling changes of opinions as transition probabilities within one- and two-level model "State-Probability of Action". MoMLeT Oleksiy Oletsky, Dmytro Peleshko, Vitalii Moholivskyi
2024	—	`conf`	Audio Deep Watermarking and Algebraic Transform. ISDMCI (2) Olena Vynokurova, Dmytro Peleshko, Marta Peleshko, Maksym Kapys, Serhii Shatilo
2020	—	`conf`	A Hybrid EMD - Neuro-Fuzzy Model for Financial Time Series Analysis. DSMP Alexander Vlasenko, Yuriy Rashkevych, Nataliia Vlasenko, Dmytro Peleshko, Olena Vynokurova
2020	—	`conf`	An Empirical Mode Decomposition Based Method to Synthesize Ensemble Multidimensional Gaussian Neuro-Fuzzy Models in Financial Forecasting. DSMP (Selected Papers) Alexander Vlasenko, Nataliia Vlasenko, Olena Vynokurova, Dmytro Peleshko
2020	—	`conf`	Conceptual Model of Information System for Drone Monitoring of Trees' Condition. COLINS Vasyl Lytvyn, Alina Dmytriv, Andriy Berko, Vladislav Alieksieiev, Taras Basyuk, Jörg Rainer Noennig, Dmytro Peleshko, Taras Rak, Viktor Voloshyn
2020	—	`ed.`	Data Stream Mining & Processing - Third International Conference, DSMP 2020, Lviv, Ukraine, August 21-25, 2020, Selected Papers DSMP (Selected Papers) Sergii Babichev, Dmytro Peleshko, Olena Vynokurova
2020	—	`conf`	Drone Monitoring System DROMOS of Urban Environmental Dynamics. ITPM Dmytro Peleshko, Taras Rak, Jörg Rainer Noennig, Vasyl Lytvyn, Victoria Vysotska
2020	—	`conf`	Hybrid Deep Convolutional Neural Network with Multimodal Fusion. DSMP (Selected Papers) Olena Vynokurova, Dmytro Peleshko, Marta Peleshko
2020	—	`conf`	Hybrid Machine Learning System for Solving Fraud Detection Tasks. DSMP Olena Vynokurova, Dmytro Peleshko, Oleksandr Bondarenko, Vadim Ilyasov, Vladislav Serzhantov, Marta Peleshko
2020	—	`conf`	Hybrid Multidimensional Deep Convolutional Neural Network for Multimodal Fusion. DSMP Olena Vynokurova, Dmytro Peleshko
2020	—	`conf`	Solving Fraud Detection Tasks Based on Wavelet-Neuro Autoencoder. ISDMCI Olena Vynokurova, Dmytro Peleshko, Polina Zhernova, Iryna Perova, Andrii Kovalenko
2019	J	`jnl`	A Novel Ensemble Neuro-Fuzzy Model for Financial Time Series Forecasting. Data Alexander Vlasenko, Nataliia Vlasenko, Olena Vynokurova, Yevgeniy V. Bodyanskiy, Dmytro Peleshko
2019	Misc	`conf`	Aviation Aircraft Planning System Project Development. CSIT Vasyl Lytvyn, Agnieszka Kowalska-Styczen, Dmytro Peleshko, Taras Rak, Viktor Voloshyn, Jörg Rainer Noennig, Victoria Vysotska, Lesia Nykolyshyn, Hanna Pryshchepa
2019	Misc	`conf`	The Intellectual System Development of Distant Competencies Analyzing for IT Recruitment. CSIT Antonii Rzheuskyi, Orest Kutyuk, Orysia Voloshyn, Agnieszka Kowalska-Styczen, Viktor Voloshyn, Lyubomyr Chyrun, Sofia Chyrun, Dmytro Peleshko, Taras Rak
2018	J	`jnl`	A Novel Neuro-Fuzzy Model for Multivariate Time-Series Prediction. Data Alexander Vlasenko, Nataliia Vlasenko, Olena Vynokurova, Dmytro Peleshko
2018	—	`conf`	Associative Probabilistic Neuro-Fuzzy System for Data Classification Under Short Training Set Conditions. DepCoS-RELCOMEX Yevgeniy V. Bodyanskiy, Artem Dolotov, Dmytro Peleshko, Yuriy Rashkevych, Olena Vynokurova
2018	—	`conf`	Core Generator of Hypotheses for Real-Time Flame Detecting. DSMP Dmytro Peleshko, Oleksii Maksymiv, Taras Rak, Orysia Voloshyn, Bohdan Morklyanyk
2018	—	`conf`	Hybrid Multidimensional Wavelet-Neuro-System and its Learning Using Cross Entropy Cost Function in Pattern Recognition. DSMP Olena Vynokurova, Dmytro Peleshko, Yuriy Borzov, Semen Oskerko, Viktor Voloshyn
2018	—	`conf`	The Autoencoder Based on Generalized Neo-Fuzzy Neuron and its Fast Learning for Deep Neural Networks. DSMP Yevgeniy V. Bodyanskiy, Dmytro Peleshko, Yuriy Rashkevych, Olena Vynokurova
2017	—	`conf`	Adaptive Fuzzy Clustering of Multivariate Short Time Series with Unevenly Distributed Observations Based on Matrix Neuro-Fuzzy Self-organizing Network. EUSFLAT/IWIFSGN (3) Galina Setlak, Yevgeniy V. Bodyanskiy, Iryna Pliss, Olena Vynokurova, Dmytro Peleshko, Illya Kobylin
2017	J	`jnl`	Adaptive multivariate hybrid neuro-fuzzy system and its on-board fast learning. Neurocomputing Yevgeniy V. Bodyanskiy, Olena Vynokurova, Galina Setlak, Dmytro Peleshko, Pavlo Mulesa
2017	—	`conf`	Deep Stacking Convex Neuro-Fuzzy System and Its On-line Learning. DepCoS-RELCOMEX Yevgeniy V. Bodyanskiy, Olena Vynokurova, Iryna Pliss, Dmytro Peleshko, Yuriy Rashkevych
2016	—	`conf`	Design and implementation of visitors queue density analysis and registration method for retail videosurveillance purposes. DSMP Dmytro Peleshko, Yuriy Ivanov, Boris Sharov, Ivan Izonin, Yuriy Borzov
2016	—	`conf`	Hybrid Generalized Additive Wavelet-Neuro-Fuzzy-System and Its Adaptive Learning. DepCoS-RELCOMEX Yevgeniy V. Bodyanskiy, Olena Vynokurova, Iryna Pliss, Dmytro Peleshko, Yuriy Rashkevych
2016	—	`conf`	Tracking in the intersection areas of the cameras fields-of-view of CCTV monitoring distributed systems. DSMP Yuriy Rashkevych, Dmytro Peleshko, Yuriy Ivanov, Igor Malets, Viktor Voloshyn
2016	—	`conf`	Two-frames image superresolution based on the aggregate divergence matrix. DSMP Dmytro Peleshko, Taras Rak, Marta Peleshko, Ivan Izonin, Danylo Batyuk
2015	—	`conf`	Hybrid generalized additive neuro-fuzzy system and its adaptive learning algorithms. IDAACS Yevgeniy V. Bodyanskiy, Galina Setlak, Dmytro Peleshko, Olena Vynokurova
2015	Misc	`conf`	Learning-based image super-resolution using weight coefficients of synaptic connections. CSIT Ivan Izonin, Roman Tkachenko, Dmytro Peleshko, Taras Rak, Danylo Batyuk
2015	Misc	`conf`	Morphological processing of videostream frames binary masks. CSIT Yuriy Ivanov, Dmytro Peleshko, Yuriy Rashkevych, Zdzislaw Szymanski
2014	—	`conf`	Partial Blur: Model, Detection, Deblurring. DepCoS-RELCOMEX Dmytro Peleshko, Mariya Rashkevych, Andriy Klyuvak, Yuriy Ivanov