Model Improvement by the Statistical Decomposition. - Ryszard Szupiluk; Piotr Wojewnik; Tomasz S. Zabkowski (ICAISC, 2004)

Independent Component Analysis for Filtration in Data Mining. - Ryszard Szupiluk; Piotr Wojewnik; Tomasz S. Zabkowski (Intelligent Information Systems, 2004)

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

PCA and ICA Methods for Prediction Results Enhancement. - Ryszard Szupiluk; Piotr Wojewnik; Tomasz S. Zabkowski (Intelligent Information Systems, 2005)

Combining Forecasts with Blind Signal Separation Methods in Electric Load Prediction Framework. - Ryszard Szupiluk; Piotr Wojewnik; Tomasz S. Zabkowski (Artificial Intelligence and Applications, 2006)

Blind Signal Separation Methods for Integration of Neural Networks Results. - Ryszard Szupiluk; Piotr Wojewnik; Tomasz S. Zabkowski (FUSION, 2006)

Prediction Improvement via Smooth Component Analysis and Neural Network Mixing. - Ryszard Szupiluk; Piotr Wojewnik; Tomasz S. Zabkowski (ICANN (2), 2006)

Smooth Component Analysis as Ensemble Method for Prediction Improvement. - Ryszard Szupiluk; Piotr Wojewnik; Tomasz S. Zabkowski (ICA, 2007)

Generalized Extreme Value for Smooth Component Analysis in Prediction Improvement. - Ryszard Szupiluk; Piotr Wojewnik; Tomasz S. Zabkowski (KES (1), 2008)

Noise Detection for Ensemble Methods. - Ryszard Szupiluk; Piotr Wojewnik; Tomasz S. Zabkowski (ICAISC (1), 2010)

Aggregated Information Representation for Technical Analysis on Stock Market with Csiszár Divergence. - Ryszard Szupiluk; Piotr Wojewnik; Tomasz S. Zabkowski (KES-AMSTA (2), 2010)

The Noise Identification Method Based on Divergence Analysis in Ensemble Methods Context. - Ryszard Szupiluk; Piotr Wojewnik; Tomasz S. Zabkowski (ICANNGA (2), 2011)

Multistage Covariance Approach to Measure the Randomness in Financial Time Series Analysis. - Ryszard Szupiluk; Piotr Wojewnik; Tomasz S. Zabkowski (KES-AMSTA, 2011)

Social-Network Influence on Telecommunication Customer Attrition. - Piotr Wojewnik; Bogumil Kaminski; Mateusz Zawisza; Marek Antosiewicz (KES-AMSTA, 2011)

Multiplicative ICA Algorithm for Interaction Analysis in Financial Markets. - Ryszard Szupiluk; Piotr Wojewnik; Tomasz S. Zabkowski (ICAISC (2), 2012)

Smooth Component Analysis and MSE Decomposition for Ensemble Methods. - Ryszard Szupiluk; Piotr Wojewnik; Tomasz S. Zabkowski (KES-AMSTA, 2012)

Independent Component Analysis Filtration for Value at Risk Modelling. - Ryszard Szupiluk; Piotr Wojewnik; Tomasz S. Zabkowski (ICANN, 2013)

Enabling Machine Learning Algorithms for Credit Scoring - Explainable Artificial Intelligence (XAI) methods for clear understanding complex predictive models. - Przemyslaw Biecek; Marcin Chlebus; Janusz Gajda; Alicja Gosiewska; Anna Kozak; Dominik Ogonowski; Jakub Sztachelski; Piotr Wojewnik (CoRR, 2021)