Mateusz Sewiolo

According to our database, Mateusz Sewiolo authored at least 4 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of six.

2025

Agriculture Machine fault detection based on multiple Input-Parallel-Neural network optimized by genetic algorithm with matrix chromosomes.

Mateusz Sewiolo, Arkadiusz Mystkowski

Comput. Electron. Agric., 2025

A genetic-based convolutional neural networks optimization for fault diagnosis of rotary agriculture machine.

Mateusz Sewiolo, Krzysztof Tarasiuk, Pawel Kusznier, Arkadiusz Mystkowski

Proceedings of the 4th Asia Conference on Algorithms, Computing and Machine Learning, 2025

2024

Genetic algorithm for automatic construction, optimization and testing of multi-input forked convolutional neural networks used for diagnostics of rotating agricultural machines.

Mateusz Sewiolo, Arkadiusz Mystkowski

Proceedings of the 28th International Conference on Methods and Models in Automation and Robotics, 2024

2023

Agriculture Rotary Tedder Fault Diagnosis Based on Evolutionary Convolutional Neural Network with Genetic Algorithm Optimization.

Mateusz Sewiolo, Arkadiusz Mystkowski

Proceedings of the 27th International Conference on Methods and Models in Automation and Robotics, 2023