Krzysztof Siwek

According to our database, Krzysztof Siwek authored at least 19 papers between 1998 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2020

Odor Detection Using an E-Nose With a Reduced Sensor Array.

Piotr Borowik, Leszek Adamowicz, Rafal Tarakowski, Krzysztof Siwek, Tomasz Grzywacz

Sensors, 2020

U-Net and Active Contour Methods for Brain Tumour Segmentation and Visualization.

Estera Kot, Zuzanna Krawczyk, Krzysztof Siwek, Piotr S. Czwarnowski

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2016

Data mining methods for prediction of air pollution.

Krzysztof Siwek, Stanislaw Osowski

Int. J. Appl. Math. Comput. Sci., 2016

2013

Study of Dynamics of Atmospheric Pollution and Its Association with Environmental Parameters.

Krzysztof Siwek, Stanislaw Osowski, Bartosz Swiderski

Proceedings of the Selected Topics in Nonlinear Dynamics and Theoretical Electrical Engineering, 2013

2012

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

2011

Neural system for heartbeats recognition using genetically integrated ensemble of classifiers.

Stanislaw Osowski, Krzysztof Siwek, Robert Siroic

Comput. Biol. Medicine, 2011

Methods of Integration of Ensemble of Neural Predictors of Time Series - Comparative Analysis.

Stanislaw Osowski, Krzysztof Siwek

Proceedings of the Adaptive and Natural Computing Algorithms, 2011

2010

Neural predictor ensemble for accurate forecasting of PM¹⁰ pollution.

Krzysztof Siwek, Stanislaw Osowski, Mieczyslaw Sowinski

Proceedings of the International Joint Conference on Neural Networks, 2010

Prediction of Power Consumption for Small Power Region Using Indexing Approach and Neural Network.

Krzysztof Siwek, Stanislaw Osowski, Bartosz Swiderski, Lukasz Mycka

Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

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

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

Gene Selection for Cancer Classification through Ensemble of Methods.

Artur Wilinski, Stanislaw Osowski, Krzysztof Siwek

Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009

Two-Stage Neural Network Approach to Precise 24-Hour Load Pattern Prediction.

Krzysztof Siwek, Stanislaw Osowski

Proceedings of the Hybrid Artificial Intelligence Systems, 4th International Conference, 2009

2008

Ensemble of neural predictors for forecasting the atmospheric pollution.

Krzysztof Siwek, Stanislaw Osowski, Konrad Garanty, Mieczyslaw Sowinski

Proceedings of the International Joint Conference on Neural Networks, 2008

2005

Blind source separation for improved load forecasting in the power system.

Krzysztof Siwek, Stanislaw Osowski, Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski

Proceedings of the 2005 European Conference on Circuit Theory and Design, 2005

2002

Blind signal extraction of signals with specified frequency band.

Andrzej Cichocki, Tomasz M. Rutkowski, Krzysztof Siwek

Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002

2001

Regularization of neural networks for improved load forecasting in power system.

Krzysztof Siwek, Stanislaw Osowski

Proceedings of the 2001 8th IEEE International Conference on Electronics, 2001

1999

The selforganizing neural network approach to load forecasting in the power system.

Stanislaw Osowski, Krzysztof Siwek

Proceedings of the International Joint Conference Neural Networks, 1999

1998

Self-organizing neural network for fault location in electrical circuits.

Stanislaw Osowski, Krzysztof Siwek

Proceedings of the 5th IEEE International Conference on Electronics, Circuits and Systems, 1998