| 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 | 156 | 2004 |
| 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 | 150 | 2008 |
| 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 | 119 | 2012 |
| 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 | 105 | 2009 |
| Data mining methods for prediction of air pollution K Siwek, S Osowski International Journal of Applied Mathematics and Computer Science 26 (2 …, 2016 | 100 | 2016 |
| ICALAB toolboxes A Cichocki http://www. bsp. brain. riken. jp/ICALAB, 2004 | 81* | 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 | 62 | 2020 |
| 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 | 50 | 2020 |
| Matlab w zastosowaniu do obliczeń obwodowych i przetwarzania sygnałów S Osowski, A Cichocki, K Siwek Oficyna Wydawnicza Politechniki Warszawskiej, 2006 | 50 | 2006 |
| 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 | 43 | 2002 |
| 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 | 34 | 2002 |
| Autoencoder versus PCA in face recognition K Siwek, S Osowski 2017 18th International Conference on Computational Problems of Electrical …, 2017 | 33 | 2017 |
| 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 | 31 | 1999 |
| 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 | 28 | 2011 |
| 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 | 20 | 2019 |
| Analysis of medical data using dimensionality reduction techniques K Siwek, S Osowski, T Markiewicz, J Korytkowski Przegląd Elektrotechniczny 89 (2a), 279-281, 2013 | 20 | 2013 |
| Improving classification accuracy of fine-tuned CNN models: Impact of hyperparameter optimization M Wojciuk, Z Swiderska-Chadaj, K Siwek, A Gertych Heliyon 10 (5), 2024 | 17 | 2024 |
| 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 | 17 | 2006 |
| 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 | 15 | 2007 |
| Deep learning-based framework for tumour detection and semantic segmentation E Kot, Z Krawczyk, K Siwek, L Królicki, P Czwarnowski Bulletin of the Polish Academy of Sciences Technical Sciences, e136750-e136750, 2021 | 14 | 2021 |
Andrzej CichockiSystems Research Institute, Nicolaus Copernicus University, RIKEN (AIP)Verified email at riken.jp
