Ryszard Szupiluk

Mariusz Rafalo

Proceedings of the Harnessing Opportunities: Reshaping ISD in the post-COVID-19 and Generative AI Era (ISD2024 Proceedings), 2024

2020

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

[BibT_eX]

[DOI]

Pawel Rubach

Proceedings of the Artificial Intelligence and Soft Computing, 2020

2018

Extreme Value Model for Volatility Measure in Machine Learning Ensemble.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Krzysztof Gajowniczek

Proceedings of the Artificial Intelligence and Soft Computing, 2015

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

[BibT_eX]

[DOI]

Krzysztof Gajowniczek

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

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

[BibT_eX]

[DOI]

Krzysztof Gajowniczek

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

2014

Signal Randomness Measure for BSS Ensemble Predictors.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2014

2013

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

[BibT_eX]

[DOI]

Proceedings of the Adaptive and Natural Computing Algorithms, 2013

Independent Component Analysis Filtration for Value at Risk Modelling.

[BibT_eX]

[DOI]

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

A State Space Approach and Hurst Exponent for Ensemble Predictors.

[BibT_eX]

[DOI]

Proceedings of the Engineering Applications of Neural Networks, 2013

Noise Identification in Multivariate Time Series Modelling with Divergence Approach.

[BibT_eX]

[DOI]

Proceedings of the Perspectives in Business Informatics Research, 2013

2012

Smooth Component Analysis and MSE Decomposition for Ensemble Methods.

[BibT_eX]

[DOI]

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

Multiplicative ICA Algorithm for Interaction Analysis in Financial Markets.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2012

2011

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Proceedings of the Adaptive and Natural Computing Algorithms, 2011

2010

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

[BibT_eX]

[DOI]

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

Noise Detection for Ensemble Methods.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2010

2009

Ensemble Neural Network Approach for Accurate Load Forecasting in a Power System.

[BibT_eX]

[DOI]

Krzysztof Siwek

Stanislaw Osowski

Int. J. Appl. Math. Comput. Sci., 2009

2008

Generalized Extreme Value for Smooth Component Analysis in Prediction Improvement.

[BibT_eX]

[DOI]

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

2007

Smooth Component Analysis as Ensemble Method for Prediction Improvement.

[BibT_eX]

[DOI]

Proceedings of the Independent Component Analysis and Signal Separation, 2007

2006

Prediction Improvement via Smooth Component Analysis and Neural Network Mixing.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2006

Blind Signal Separation Methods for Integration of Neural Networks Results.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

2005

PCA and ICA Methods for Prediction Results Enhancement.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Information Processing and Web Mining, 2005

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

[BibT_eX]

[DOI]

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

2004

Independent Component Analysis for Filtration in Data Mining.

[BibT_eX]

Proceedings of the Intelligent Information Processing and Web Mining, 2004

Model Improvement by the Statistical Decomposition.

[BibT_eX]

[DOI]