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Mateusz Oszczypala
ORCID
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 6
Top Topics
Neural Network
Weather Conditions
Genetic Algorithm
Monte Carlo
Top Venues
Expert Syst. Appl.
SoftwareX
HPEC
Reliab. Eng. Syst. Saf.
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Publications
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Igor Betkier
,
Mateusz Oszczypala
A novel approach to traffic modelling based on road parameters, weather conditions and GPS data using feedforward neural networks.
Expert Syst. Appl.
245 (2024)
Mateusz Oszczypala
,
Jakub Konwerski
,
Jaroslaw Ziolkowski
,
Jerzy Malachowski
using continuous time Markov chain and Monte Carlo simulation.
Reliab. Eng. Syst. Saf.
242 (2024)
Mateusz Oszczypala
,
Jaroslaw Ziolkowski
,
Jerzy Malachowski
Redundancy allocation problem in repairable k-out-of-n systems with cold, warm, and hot standby: A genetic algorithm for availability optimization.
Appl. Soft Comput.
165 (2024)
Mateusz Oszczypala
,
Jakub Konwerski
,
Jaroslaw Ziolkowski
,
Jerzy Malachowski
A genetic algorithm and particle swarm optimization for redundancy allocation problem in systems with limited number of non-cooperating repairmen.
Expert Syst. Appl.
256 (2024)
Igor Betkier
,
Mateusz Oszczypala
,
Janusz Pobozniak
,
Sergiusz Sobieski
,
Przemyslaw Betkier
PocketFinderGNN: A manufacturing feature recognition software based on Graph Neural Networks (GNNs) using PyTorch Geometric and NetworkX.
SoftwareX
23 (2023)
Igor Betkier
,
Mateusz Oszczypala
,
Janusz Pobozniak
,
Sergiusz Sobieski
Performance Analysis of Graph Neural Network (GNN) for Manufacturing Feature Recognition Problem.
HPEC
(2023)