The Analysis of Optimizers in Training Artificial Neural Networks Using the Streaming Approach. - Piotr Duda; Mateusz Wojtulewicz; Leszek Rutkowski (ICAISC (1), 2023)

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 (ICAISC (1), 2024)

Accelerating deep neural network learning using data stream methodology. - Piotr Duda; Mateusz Wojtulewicz; Leszek Rutkowski (Inf. Sci., 2024)

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 (CLD2, 2025)