Roman Peleshchak

According to our database, Roman Peleshchak authored at least 21 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Influence of the Symmetry Neural Network Morphology on the Mine Detection Metric.

Roman Mykhailovych Peleshchak, Vasyl Volodymyrovych Lytvyn, Mariia Nazarkevych, Ivan Romanovych Peleshchak, Hanna Yaroslavivna Nazarkevych

Symmetry, April, 2024

Object image recognition using multilayer perceptron combined with Singular value decomposition.

Vasyl Lytvyn, Ivan Peleshchak, Roman Peleshchak, Iryna Shakleina, Nazarii Mozol, Dmytro Svyshch

Proceedings of the Modern Machine Learning Technologies Workshop (MoMLeT 2024), 2024

Modern trends of communications in higher education: problems and prospects.

Roman Peleshchak, Andrii Khudyi, Ihor Matviy, Roman Miroshnyk, Iryna Bahlai, Lina Halaz

Proceedings of the Modern Data Science Technologies Workshop (MoDaST-2024), Lviv, Ukraine, 2024

A Vector Error Correction Model Approach to Analyze the Causality Among SME Export-Import Activity and the Economic Development of EU Countries.

Roman Peleshchak, Bohdan Kyshakevych, Bohdan Demediuk, Yaroslav Kis, Oleh Peleshchak

Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Systems. Volume I: Machine Learning Workshop, 2024

Detection of Similarity Between Images Based on Contrastive Language-Image Pre-Training Neural Network.

Vasyl Lytvyn, Roman Peleshchak, Ihor Rishnyak, Bohdan Kopach, Yuriy Gal

Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Systems. Volume I: Machine Learning Workshop, 2024

Influence of the Number of Neighbours on the Clustering Metric by Oscillatory Chaotic Neural Network with Dipole Synaptic Connections.

Vasyl Lytvyn, Dmytro Dudyk, Ivan Peleshchak, Roman Peleshchak, Petro Pukach

Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Systems. Volume I: Machine Learning Workshop, 2024

Smart system for passive detection and classification of mines using feed-forward deep neural networks.

Vasyl Lytvyn, Roman Peleshchak, Victoria Vysotska, Ivan Peleshchak, Lyubomyr Chyrun, Mariia Nazarkevych, Serhii Vladov, Olga Lozynska, Serhii Voloshyn, Olena Nagachevska

Proceedings of the Computational Intelligence Application Workshop (CIAW 2024), 2024

2023

Neural Network Technology of Mine Recognition Based on Data From Magnetic Field Sensors.

Roman Peleshchak, Vasyl Lytvyn, Ivan Peleshchak, Serhii Voloshyn

Proceedings of the 12th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2023

2022

Automatic Identification of Sound Source Position Coordinates Using a Sound Metric System of Sensors Linked with an Internet Connection.

Agnieszka Kowalska-Styczen, Roman Peleshchak, Vasyl Lytvyn, Ivan Peleshchak, Andrii Dyriv, Vitaliy Danylyk

Symmetry, 2022

Morphology of Convolutional Neural Network with Diagonalized Pooling.

Roman Peleshchak, Vasyl Lytvyn, Oleksandr Mediakov, Ivan Peleshchak

Proceedings of the Modelling and Development of Intelligent Systems, 2022

Text Tonality Classification Using a Hybrid Convolutional Neural Network with Parallel and Sequential Connections Between Layers.

Roman Peleshchak, Vasyl Lytvyn, Ivan Peleshchak, Andriy Khudyy, Zoriana Rybchak, Solomiya Mushasta

Proceedings of the 6th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2022). Volume I: Main Conference, 2022

2021

Information System for Monitoring Personal Health Status Based on Big Data Analysis.

Bohdan Oheruk, Roman Peleshchak

Proceedings of the Modern Machine Learning Technologies and Data Science Workshop. Proc. 3rd International Workshop (MoMLeT&DS 2021). Volume I: Main Conference, 2021

Big Data Analysis for Multispectral Images Recognition Based on Deep Learning.

Serhii Voloshyn, Roman Peleshchak, Ivan Peleshchak, Victoria Vysotska

Proceedings of the IEEE 16th International Conference on Computer Sciences and Information Technologies, 2021

A Neural Network Development for Multispectral Images Recognition.

Stepan Tchynetskyi, Roman Peleshchak, Ivan Peleshchak, Victoria Vysotska

Proceedings of the IEEE 16th International Conference on Computer Sciences and Information Technologies, 2021

The Multiclass Classification of Objects Based on Multispectral Images Recognition.

Anastasiia Sartiukova, Roman Peleshchak, Ivan Peleshchak, Victoria Vysotska

Proceedings of the IEEE 16th International Conference on Computer Sciences and Information Technologies, 2021

2020

Optimization Model of the Buses Number on the Route Based on Queueing Theory in a Smart City.

Liliia Podlesna, Myroslava Bublyk, Igor Grybyk, Yurii Matseliukh, Yevhen Burov, Petro Kravets, Olga Lozynska, Ihor Karpov, Ivan Peleshchak, Roman Peleshchak

Proceedings of the 2nd International Workshop on Modern Machine Learning Technologies and Data Science (MoMLeT+DS 2020). Volume I: Main Conference, 2020

An Intelligent System for Generating End-User Symptom Recommendations Based on Machine Learning Technology.

Stepan Makara, Lyubomyr Chyrun, Yevhen Burov, Zoriana Rybchak, Ivan Peleshchak, Roman Peleshchak, Roman Holoshchuk, Solomiya Kubinska, Alina Dmytriv

Proceedings of the 4th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2020). Volume I: Main Conference, 2020

2019

An Application Development for Recognizing of View in Order to Control the Mouse Pointer.

Petro Zdebskyi, Victoria Vysotska, Roman Peleshchak, Ivan Peleshchak, Andriy Demchuk, Maksym Krylyshyn

Proceedings of the Modern Machine Learning Technologies, 2019

A Smart Home System Development.

Vasyl Lytvyn, Victoria Vysotska, Nataliya Shakhovska, Vladyslav Mykhailyshyn, Mykola Medykovskyy, Ivan Peleshchak, Vitor Basto-Fernandes, Roman Peleshchak, Serhii Shcherbak

Proceedings of the Advances in Intelligent Systems and Computing IV, 2019

Size optimization of the Multilayer Neural Network in the Framework of the Nonlinear Generalized Error Model.

Vasyl Lytvyn, Ivan Peleshchak, Roman Peleshchak, Oleh Kuzyk

Proceedings of the 9th International Conference on Advanced Computer Information Technologies, 2019

2018

Satellite Spectral Information Recognition Based on the Synthesis of Modified Dynamic Neural Networks and Holographic Data Processing Techniques.

Vasyl Lytvyn, Ivan Peleshchak, Victoria Vysotska, Roman Peleshchak

Proceedings of the Advances in Intelligent Systems and Computing III, 2018