| 2025 | ACIIDS | Multimodal Machine Learning Analysis of fNIRS Signals Using LSTM and KNN Models for Cognitive States and Brain Activation Patterns Prediction. | Adrian Luckiewicz, Dariusz Mikolajewski, Radoslaw Roszczyk, Krzysztof Siwek, Tomasz Kajdanowicz, Mariusz Pelc, Piotr Sterniuk, Edward Jacek Gorzelanczyk, Aleksandra Kawala-Sterniuk |
| 2020 | IJCNN | U-Net and Active Contour Methods for Brain Tumour Segmentation and Visualization. | Estera Kot, Zuzanna Krawczyk, Krzysztof Siwek, Piotr S. Czwarnowski |
| 2010 | ICANN | Prediction of Power Consumption for Small Power Region Using Indexing Approach and Neural Network. | Krzysztof Siwek, Stanislaw Osowski, Bartosz Swiderski, Lukasz Mycka |
| 2010 | IJCNN | Neural predictor ensemble for accurate forecasting of PM | Krzysztof Siwek, Stanislaw Osowski, Mieczyslaw Sowinski |
| 2009 | HAIS | Two-Stage Neural Network Approach to Precise 24-Hour Load Pattern Prediction. | Krzysztof Siwek, Stanislaw Osowski |
| 2008 | IJCNN | Ensemble of neural predictors for forecasting the atmospheric pollution. | Krzysztof Siwek, Stanislaw Osowski, Konrad Garanty, Mieczyslaw Sowinski |
| 1999 | IJCNN | The selforganizing neural network approach to load forecasting in the power system. | Stanislaw Osowski, Krzysztof Siwek |