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Krzysztof Siwek
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MLP and SVM networks-a comparative study
S Osowski, K Siwek, T Markiewicz
Proceedings of the 6th Nordic Signal Processing Symposium, 2004. NORSIG 2004 …, 2004
1502004
Application of support vector machine and genetic algorithm for improved blood cell recognition
S Osowski, R Siroic, T Markiewicz, K Siwek
IEEE Transactions on Instrumentation and Measurement 58 (7), 2159-2168, 2008
1412008
Improving the accuracy of prediction of PM10 pollution by the wavelet transformation and an ensemble of neural predictors
K Siwek, S Osowski
Engineering Applications of Artificial Intelligence 25 (6), 1246-1258, 2012
1122012
Ensemble neural network approach for accurate load forecasting in a power system
K Siwek, S Osowski, R Szupiluk
International Journal of Applied Mathematics and Computer Science 19 (2 …, 2009
1022009
Data mining methods for prediction of air pollution
K Siwek, S Osowski
International Journal of Applied Mathematics and Computer Science 26 (2 …, 2016
882016
ICALAB toolboxes
A Cichocki
http://www. bsp. brain. riken. jp/ICALAB, 2004
80*2004
Odor detection using an e-nose with a reduced sensor array
P Borowik, L Adamowicz, R Tarakowski, K Siwek, T Grzywacz
Sensors 20 (12), 3542, 2020
482020
Matlab w zastosowaniu do obliczeń obwodowych i przetwarzania sygnałów
S Osowski, A Cichocki, K Siwek
Oficyna Wydawnicza Politechniki Warszawskiej, 2006
482006
Regularisation of neural networks for improved load forecasting in the power system
S Osowski, K Siwek
IEE Proceedings-Generation, Transmission and Distribution 149 (3), 340-344, 2002
432002
Detection of fungi and oomycetes by volatiles using E-nose and SPME-GC/MS platforms
J Loulier, F Lefort, M Stocki, M Asztemborska, R Szmigielski, K Siwek, ...
Molecules 25 (23), 5749, 2020
342020
Blind signal extraction of signals with specified frequency band
A Cichocki, T Rutkowski, K Siwek
Proceedings of the 12th IEEE workshop on neural networks for signal …, 2002
332002
The selforganizing neural network approach to load forecasting in the power system
S Osowski, K Siwek
IJCNN'99. International Joint Conference on Neural Networks. Proceedings …, 1999
311999
Autoencoder versus PCA in face recognition
K Siwek, S Osowski
2017 18th International Conference on Computational Problems of Electrical …, 2017
282017
Neural system for heartbeats recognition using genetically integrated ensemble of classifiers
S Osowski, K Siwek, R Siroic
Computers in Biology and Medicine 41 (3), 173-180, 2011
282011
Support vector machine for fault diagnosis in electrical circuits
K Siwek, S Osowski, T Markiewicz
Proceedings of the 7th Nordic Signal Processing Symposium-NORSIG 2006, 342-345, 2006
172006
Local dynamic integration of ensemble in prediction of time series
S Osowski, K Siwek
Bulletin of the Polish Academy of Sciences. Technical Sciences 67 (3), 517-525, 2019
152019
Support vector machine and genetic algorithm for efricient blood cell recognition
R Siroic, S Osowski, T Markiewicz, K Siwek
2007 IEEE Instrumentation & Measurement Technology Conference IMTC 2007, 1-6, 2007
152007
Analysis of medical data using dimensionality reduction techniques
K Siwek, S Osowski, T Markiewicz, J Korytkowski
Przegląd Elektrotechniczny 89 (2a), 279-281, 2013
132013
Evolving the ensemble of predictors model for forecasting the daily average PM10
K Siwek, S Osowski, M Sowinski
International Journal of Environment and Pollution 46 (3-4), 199-215, 2011
122011
Neural predictor ensemble for accurate forecasting of PM10 pollution
K Siwek, S Osowski, M Sowinski
The 2010 International Joint Conference on Neural Networks (IJCNN), 1-7, 2010
122010
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Articles 1–20