Food Demand Prediction Using the Nonlinear Autoregressive Exogenous Neural Network. - Krzysztof Lutoslawski; Marcin Hernes; Joanna Radomska; Monika Hajdas; Ewa Walaszczyk; Agata Kozina (IEEE Access, 2021)

Machine Learning for Environmental Life Cycle Costing. - Aleksandra Markowska; Malgorzata Krzywonos; Maria Culjak; Ewa Walaszczyk; Karolina Mialkowska; Anna Chojnacka-Komorowska; Kamal Matouk; Michal Snierzynski (KES, 2022)

Key preferences of IT system users in the context of prosumer attitudes. - Michal Nadolny; Ewa Walaszczyk; Karol Lopacinski (KES, 2022)

Machine learning in the enrolment management process: a case study of using GANs in postgraduate students' structure prediction. - Bartlomiej Nita; Krzysztof Nowosielski; Zdzislaw Kes; Olena Sidor; Piotr Oleksyk; Ewa Walaszczyk; Pawel Golec; Aleksandra Zaniewska; Tomasz Turek; Robert Krol (KES, 2022)

Analysis of Skin Lesions for Cancer Detection Using Convolutional Neural Networks. - Katarzyna Korsak; Marcin Hernes; Ewa Walaszczyk; Artur Rot; Anna Grzeda (ACIT, 2023)

The default of leasing contracts prediction using machine learning. - Agata Kozina; Lukasz Kuzminski; Michal Nadolny; Karolina Mialkowska; Piotr Tutak; Jakub Janus; Filip Plotnicki; Ewa Walaszczyk; Artur Rot; Damian Dziembek; Robert Król (KES, 2023)

Key decision factors in the shared economy decision-making model. - Michal Nadolny; Ewa Walaszczyk; Maja Leszczynska (KES, 2023)

Forecasting Sales at Fuel Stations Using a Multilayer Perceptron. - Aleksander Karonski; Marcin Hernes; Ewa Walaszczyk; Artur Rot (ACIIDS (Companion 2), 2024)

One Hot Encoding and Hashing_Trick Transformation - Performance Comparision. - Agata Kozina; Michal Nadolny; Marcin Hernes; Ewa Walaszczyk; Artur Rot (ACIT, 2024)

Predicting Prosumption Survey Response using Machine Learning. - Ewa Walaszczyk; Michal Nadolny; Agata Kozina; Marcin Hernes; Artur Rot (ACIT, 2024)

Prediction of the Delay Time of Public Transportation Using Machine Learning. - Alicja Piaskowska; Marcin Hernes; Ewa Walaszczyk; Agata Kozina; Kateryna Czerniachowska (ICCCI (CCIS Volume 1), 2024)