The Effectiveness of PCA in Decision Tree and Random Forest for Raisin Dataset. - Agnieszka Polowczyk; Alicja Polowczyk (ICYRIME, 2023)

The Effectiveness of PCA in KNN, Gaussian Naive Bayes Classifier and SVM for Raisin Dataset. - Agnieszka Polowczyk; Alicja Polowczyk (SYSTEM, 2023)

The Impact of Different Generators in Deep Convolutional GAN Models on the Quality of Generated Photos. - Alicja Polowczyk; Agnieszka Polowczyk (ICIST, 2024)

Graph Neural Network via Dynamic Weights and LSTM with Attention for Traffic Forecasting. - Agnieszka Polowczyk; Alicja Polowczyk; Marcin Wozniak (ANT/EDI40, 2025)

UnGuide: Learning to Forget with LoRA-Guided Diffusion Models. - Agnieszka Polowczyk; Alicja Polowczyk; Dawid Malarz; Artur Kasymov; Marcin Mazur; Jacek Tabor; Przemyslaw Spurek (CoRR, 2025)