Self-organizing neural network for fault location in electrical circuits. - Stanislaw Osowski; Krzysztof Siwek (ICECS, 1998)

The selforganizing neural network approach to load forecasting in the power system. - Stanislaw Osowski; Krzysztof Siwek (IJCNN, 1999)

Regularization of neural networks for improved load forecasting in power system. - Krzysztof Siwek; Stanislaw Osowski (ICECS, 2001)

Blind signal extraction of signals with specified frequency band. - Andrzej Cichocki; Tomasz M. Rutkowski; Krzysztof Siwek (NNSP, 2002)

Blind source separation for improved load forecasting in the power system. - Krzysztof Siwek; Stanislaw Osowski; Ryszard Szupiluk; Piotr Wojewnik; Tomasz S. Zabkowski (ECCTD, 2005)

Ensemble of neural predictors for forecasting the atmospheric pollution. - Krzysztof Siwek; Stanislaw Osowski; Konrad Garanty; Mieczyslaw Sowinski (IJCNN, 2008)

Two-Stage Neural Network Approach to Precise 24-Hour Load Pattern Prediction. - Krzysztof Siwek; Stanislaw Osowski (HAIS, 2009)

Gene Selection for Cancer Classification through Ensemble of Methods. - Artur Wilinski; Stanislaw Osowski; Krzysztof Siwek (ICANNGA, 2009)

Ensemble Neural Network Approach for Accurate Load Forecasting in a Power System. - Krzysztof Siwek; Stanislaw Osowski; Ryszard Szupiluk (Int. J. Appl. Math. Comput. Sci., 2009)

Application of Support Vector Machine and Genetic Algorithm for Improved Blood Cell Recognition. - Stanislaw Osowski; Robert Siroic; Tomasz Markiewicz; Krzysztof Siwek (IEEE Trans. Instrum. Meas., 2009)

Prediction of Power Consumption for Small Power Region Using Indexing Approach and Neural Network. - Krzysztof Siwek; Stanislaw Osowski; Bartosz Swiderski; Lukasz Mycka (ICANN (1), 2010)

Neural predictor ensemble for accurate forecasting of PM10 pollution. - Krzysztof Siwek; Stanislaw Osowski; Mieczyslaw Sowinski (IJCNN, 2010)

Methods of Integration of Ensemble of Neural Predictors of Time Series - Comparative Analysis. - Stanislaw Osowski; Krzysztof Siwek (ICANNGA (1), 2011)

Neural system for heartbeats recognition using genetically integrated ensemble of classifiers. - Stanislaw Osowski; Krzysztof Siwek; Robert Siroic (Comput. Biol. Medicine, 2011)

Improving the accuracy of prediction of PM10 pollution by the wavelet transformation and an ensemble of neural predictors. - Krzysztof Siwek; Stanislaw Osowski (Eng. Appl. Artif. Intell., 2012)

Study of Dynamics of Atmospheric Pollution and Its Association with Environmental Parameters. - Krzysztof Siwek; Stanislaw Osowski; Bartosz Swiderski (Selected Topics in Nonlinear Dynamics and Theoretical Electrical Engineering, 2013)

Data mining methods for prediction of air pollution. - Krzysztof Siwek; Stanislaw Osowski (Int. J. Appl. Math. Comput. Sci., 2016)

U-Net and Active Contour Methods for Brain Tumour Segmentation and Visualization. - Estera Kot; Zuzanna Krawczyk; Krzysztof Siwek; Piotr S. Czwarnowski (IJCNN, 2020)

Odor Detection Using an E-Nose With a Reduced Sensor Array. - Piotr Borowik; Leszek Adamowicz; Rafal Tarakowski; Krzysztof Siwek; Tomasz Grzywacz (Sensors, 2020)