Mateusz Wojtulewicz

According to our database, Mateusz Wojtulewicz authored at least 7 papers between 2023 and 2026.

Collaborative distances:

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

2026

A Novel Balanced Binary Whale Optimization Algorithm for Dynamic Feature Selection in Green Cloud Computing.

Mateusz Smendowski, Mateusz Wojtulewicz, Piotr Nawrocki, Leszek Rutkowski

IEEE Trans. Cloud Comput., 2026

2025

AI-Driven Analysis of Fracture Types in Metallic Materials: Classification, Segmentation, and Quantification with Deep Neural Networks.

Anna Wójcicka, Mateusz Wojtulewicz, Andrzej Brodzicki, Magdalena Leonkiewicz, Patryk Maciejewski, Joanna Jaworek-Korjakowska, Krzysztof Mroczka

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

Approximate Importance-Based Sampling for Neural Network Training.

Piotr Duda, Mateusz Wojtulewicz, Leszek Rutkowski

Proceedings of the Artificial Intelligence and Soft Computing, 2025

On Speeding Up the Training of Deep Neural Networks Using the Streaming Approach: The Base-Values Mechanism.

Mateusz Wojtulewicz, Piotr Duda, Robert Nowicki, Leszek Rutkowski

Proceedings of the Classifier Learning from Difficult Data, 2025

2024

Accelerating deep neural network learning using data stream methodology.

Piotr Duda, Mateusz Wojtulewicz, Leszek Rutkowski

Inf. Sci., 2024

Speedup of Training Deep Neural Networks in the Streaming Approach Using Genetic Algorithms with an Application of Drift Detection.

Piotr Duda, Mateusz Wojtulewicz, Robert Nowicki, Leszek Rutkowski

Proceedings of the Artificial Intelligence and Soft Computing, 2024

2023

The Analysis of Optimizers in Training Artificial Neural Networks Using the Streaming Approach.

Piotr Duda, Mateusz Wojtulewicz, Leszek Rutkowski

Proceedings of the Artificial Intelligence and Soft Computing, 2023