Ryszard Szupiluk

According to our database, Ryszard Szupiluk authored at least 26 papers between 2004 and 2020.

Collaborative distances:

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

2020

Identification of Delays in AMUSE Algorithm for Blind Signal Separation of Financial Data.

Ryszard Szupiluk, Pawel Rubach

Proceedings of the Artificial Intelligence and Soft Computing, 2020

2018

Extreme Value Model for Volatility Measure in Machine Learning Ensemble.

Ryszard Szupiluk, Pawel Rubach

Proceedings of the Artificial Intelligence and Soft Computing, 2018

2015

Extended AMUSE Algorithm and Novel Randomness Approach for BSS Model Aggregation with Methodology Remarks.

Ryszard Szupiluk, Tomasz Zabkowski, Krzysztof Gajowniczek

Proceedings of the Artificial Intelligence and Soft Computing, 2015

Grade analysis for energy usage patterns segmentation based on smart meter data.

Tomasz Zabkowski, Krzysztof Gajowniczek, Ryszard Szupiluk

Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015

Blind Source Separation for Improved Load Forecasting on Individual Household Level.

Krzysztof Gajowniczek, Tomasz Zabkowski, Ryszard Szupiluk

Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, 2015

2014

Signal Randomness Measure for BSS Ensemble Predictors.

Ryszard Szupiluk, Tomasz Zabkowski

Proceedings of the Artificial Intelligence and Soft Computing, 2014

2013

Similarity Analysis Based on Bose-Einstein Divergences for Financial Time Series.

Ryszard Szupiluk, Tomasz Zabkowski

Proceedings of the Adaptive and Natural Computing Algorithms, 2013

Independent Component Analysis Filtration for Value at Risk Modelling.

Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2013, 2013

A State Space Approach and Hurst Exponent for Ensemble Predictors.

Ryszard Szupiluk, Tomasz Zabkowski

Proceedings of the Engineering Applications of Neural Networks, 2013

Noise Identification in Multivariate Time Series Modelling with Divergence Approach.

Ryszard Szupiluk

Proceedings of the Perspectives in Business Informatics Research, 2013

2012

Smooth Component Analysis and MSE Decomposition for Ensemble Methods.

Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski

Proceedings of the Agent and Multi-Agent Systems. Technologies and Applications, 2012

Multiplicative ICA Algorithm for Interaction Analysis in Financial Markets.

Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski

Proceedings of the Artificial Intelligence and Soft Computing, 2012

2011

Multistage Covariance Approach to Measure the Randomness in Financial Time Series Analysis.

Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski

Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2011

The Noise Identification Method Based on Divergence Analysis in Ensemble Methods Context.

Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski

Proceedings of the Adaptive and Natural Computing Algorithms, 2011

2010

Aggregated Information Representation for Technical Analysis on Stock Market with Csiszár Divergence.

Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski

Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2010

Noise Detection for Ensemble Methods.

Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski

Proceedings of the Artificial Intelligence and Soft Computing, 2010

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

2008

Generalized Extreme Value for Smooth Component Analysis in Prediction Improvement.

Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008

2007

Smooth Component Analysis as Ensemble Method for Prediction Improvement.

Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski

Proceedings of the Independent Component Analysis and Signal Separation, 2007

2006

Prediction Improvement via Smooth Component Analysis and Neural Network Mixing.

Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski

Proceedings of the Artificial Neural Networks, 2006

Blind Signal Separation Methods for Integration of Neural Networks Results.

Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski

Proceedings of the 9th International Conference on Information Fusion, 2006

Combining Forecasts with Blind Signal Separation Methods in Electric Load Prediction Framework.

Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski

Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2006

2005

PCA and ICA Methods for Prediction Results Enhancement.

Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski

Proceedings of the Intelligent Information Processing and Web Mining, 2005

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

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

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

2004

Independent Component Analysis for Filtration in Data Mining.

Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski

Proceedings of the Intelligent Information Processing and Web Mining, 2004

Model Improvement by the Statistical Decomposition.

Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski

Proceedings of the Artificial Intelligence and Soft Computing, 2004