Krzysztof Siwek

22 papers B 4Misc 1Journal 9Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Deep learning Based Correction Algorithms for 3D Medical Reconstruction in Computed Tomography and Macroscopic Imaging. CoRR Tomasz Les, Tomasz Markiewicz, Malgorzata Lorent, Miroslaw Dziekiewicz, Krzysztof Siwek
2026	J	`jnl`	Natural Language Processing Models for Robust Document Categorization. CoRR Radoslaw Roszczyk, Pawel Tecza, Maciej Stodolski, Krzysztof Siwek
2026	J	`jnl`	Trust Oriented Explainable AI for Fake News Detection. CoRR Krzysztof Siwek, Daniel Stankowski, Maciej Stodolski
2020	J	`jnl`	Odor Detection Using an E-Nose With a Reduced Sensor Array. Sensors Piotr Borowik, Leszek Adamowicz, Rafal Tarakowski, Krzysztof Siwek, Tomasz Grzywacz
2020	B	`conf`	U-Net and Active Contour Methods for Brain Tumour Segmentation and Visualization. IJCNN Estera Kot, Zuzanna Krawczyk, Krzysztof Siwek, Piotr S. Czwarnowski
2016	J	`jnl`	Data mining methods for prediction of air pollution. Int. J. Appl. Math. Comput. Sci. Krzysztof Siwek, Stanislaw Osowski
2013	—	`ch.`	Study of Dynamics of Atmospheric Pollution and Its Association with Environmental Parameters. Selected Topics in Nonlinear Dynamics and Theoretical Electrical Engineering Krzysztof Siwek, Stanislaw Osowski, Bartosz Swiderski
2012	J	`jnl`	Improving the accuracy of prediction of PM Eng. Appl. Artif. Intell. Krzysztof Siwek, Stanislaw Osowski
2011	—	`conf`	Methods of Integration of Ensemble of Neural Predictors of Time Series - Comparative Analysis. ICANNGA (1) Stanislaw Osowski, Krzysztof Siwek
2011	J	`jnl`	Neural system for heartbeats recognition using genetically integrated ensemble of classifiers. Comput. Biol. Medicine Stanislaw Osowski, Krzysztof Siwek, Robert Siroic
2010	B	`conf`	Neural predictor ensemble for accurate forecasting of PM IJCNN Krzysztof Siwek, Stanislaw Osowski, Mieczyslaw Sowinski
2010	—	`conf`	Prediction of Power Consumption for Small Power Region Using Indexing Approach and Neural Network. ICANN (1) Krzysztof Siwek, Stanislaw Osowski, Bartosz Swiderski, Lukasz Mycka
2009	J	`jnl`	Application of Support Vector Machine and Genetic Algorithm for Improved Blood Cell Recognition. IEEE Trans. Instrum. Meas. Stanislaw Osowski, Robert Siroic, Tomasz Markiewicz, Krzysztof Siwek
2009	J	`jnl`	Ensemble Neural Network Approach for Accurate Load Forecasting in a Power System. Int. J. Appl. Math. Comput. Sci. Krzysztof Siwek, Stanislaw Osowski, Ryszard Szupiluk
2009	—	`conf`	Gene Selection for Cancer Classification through Ensemble of Methods. ICANNGA Artur Wilinski, Stanislaw Osowski, Krzysztof Siwek
2009	Misc	`conf`	Two-Stage Neural Network Approach to Precise 24-Hour Load Pattern Prediction. HAIS Krzysztof Siwek, Stanislaw Osowski
2008	B	`conf`	Ensemble of neural predictors for forecasting the atmospheric pollution. IJCNN Krzysztof Siwek, Stanislaw Osowski, Konrad Garanty, Mieczyslaw Sowinski
2005	—	`conf`	Blind source separation for improved load forecasting in the power system. ECCTD Krzysztof Siwek, Stanislaw Osowski, Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski
2002	—	`conf`	Blind signal extraction of signals with specified frequency band. NNSP Andrzej Cichocki, Tomasz M. Rutkowski, Krzysztof Siwek
2001	—	`conf`	Regularization of neural networks for improved load forecasting in power system. ICECS Krzysztof Siwek, Stanislaw Osowski
1999	B	`conf`	The selforganizing neural network approach to load forecasting in the power system. IJCNN Stanislaw Osowski, Krzysztof Siwek
1998	—	`conf`	Self-organizing neural network for fault location in electrical circuits. ICECS Stanislaw Osowski, Krzysztof Siwek