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)

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)

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)

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)

Noise Identification in Multivariate Time Series Modelling with Divergence Approach. - Ryszard Szupiluk (BIR, 2013)

A State Space Approach and Hurst Exponent for Ensemble Predictors. - Ryszard Szupiluk; Tomasz S. Zabkowski (EANN (1), 2013)

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

Similarity Analysis Based on Bose-Einstein Divergences for Financial Time Series. - Ryszard Szupiluk; Tomasz S. Zabkowski (ICANNGA, 2013)

Signal Randomness Measure for BSS Ensemble Predictors. - Ryszard Szupiluk; Tomasz S. Zabkowski (ICAISC (2), 2014)

Blind Source Separation for Improved Load Forecasting on Individual Household Level. - Krzysztof Gajowniczek; Tomasz S. Zabkowski; Ryszard Szupiluk (CORES, 2015)

Grade analysis for energy usage patterns segmentation based on smart meter data. - Tomasz S. Zabkowski; Krzysztof Gajowniczek; Ryszard Szupiluk (CYBCONF, 2015)

Extended AMUSE Algorithm and Novel Randomness Approach for BSS Model Aggregation with Methodology Remarks. - Ryszard Szupiluk; Tomasz S. Zabkowski; Krzysztof Gajowniczek (ICAISC, 2015)

Extreme Value Model for Volatility Measure in Machine Learning Ensemble. - Ryszard Szupiluk; Pawel Rubach (ICAISC (1), 2018)

Identification of Delays in AMUSE Algorithm for Blind Signal Separation of Financial Data. - Ryszard Szupiluk; Pawel Rubach (ICAISC (2), 2020)

SIM Box Fraud Detection by Deep Learning System with ICA And Beta Divergence. - Ryszard Szupiluk; Mariusz Rafalo (ISD, 2024)