Ryszard Szupiluk

Publication Activity (10 Years)

Years Active: 2004-2020
Publications (10 Years): 2

Top Topics

Financial Time Series

Component Analysis

Ensemble Methods

Blind Source Separation

Top Venues

Publications

Ryszard Szupiluk, Pawel Rubach
Identification of Delays in AMUSE Algorithm for Blind Signal Separation of Financial Data. ICAISC (2) (2020)
Ryszard Szupiluk, Pawel Rubach
Extreme Value Model for Volatility Measure in Machine Learning Ensemble. ICAISC (1) (2018)
Krzysztof Gajowniczek, Tomasz Zabkowski, Ryszard Szupiluk
Blind Source Separation for Improved Load Forecasting on Individual Household Level. CORES (2015)
Ryszard Szupiluk, Tomasz Zabkowski, Krzysztof Gajowniczek
Extended AMUSE Algorithm and Novel Randomness Approach for BSS Model Aggregation with Methodology Remarks. ICAISC (2015)
Tomasz Zabkowski, Krzysztof Gajowniczek, Ryszard Szupiluk
Grade analysis for energy usage patterns segmentation based on smart meter data. CYBCONF (2015)
Ryszard Szupiluk, Tomasz Zabkowski
Signal Randomness Measure for BSS Ensemble Predictors. ICAISC (2) (2014)
Ryszard Szupiluk
Noise Identification in Multivariate Time Series Modelling with Divergence Approach. BIR (2013)
Ryszard Szupiluk, Tomasz Zabkowski
Similarity Analysis Based on Bose-Einstein Divergences for Financial Time Series. ICANNGA (2013)
Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski
Independent Component Analysis Filtration for Value at Risk Modelling. ICANN (2013)
Ryszard Szupiluk, Tomasz Zabkowski
A State Space Approach and Hurst Exponent for Ensemble Predictors. EANN (1) (2013)
Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski
Smooth Component Analysis and MSE Decomposition for Ensemble Methods. KES-AMSTA (2012)
Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski
Multiplicative ICA Algorithm for Interaction Analysis in Financial Markets. ICAISC (2) (2012)
Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski
The Noise Identification Method Based on Divergence Analysis in Ensemble Methods Context. ICANNGA (2) (2011)
Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski
Multistage Covariance Approach to Measure the Randomness in Financial Time Series Analysis. KES-AMSTA (2011)
Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski
Noise Detection for Ensemble Methods. ICAISC (1) (2010)
Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski
Aggregated Information Representation for Technical Analysis on Stock Market with Csiszár Divergence. KES-AMSTA (2) (2010)
Krzysztof Siwek, Stanislaw Osowski, Ryszard Szupiluk
Ensemble Neural Network Approach for Accurate Load Forecasting in a Power System. Int. J. Appl. Math. Comput. Sci. 19 (2) (2009)
Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski
Generalized Extreme Value for Smooth Component Analysis in Prediction Improvement. KES (1) (2008)
Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski
Smooth Component Analysis as Ensemble Method for Prediction Improvement. ICA (2007)
Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski
Prediction Improvement via Smooth Component Analysis and Neural Network Mixing. ICANN (2) (2006)
Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski
Blind Signal Separation Methods for Integration of Neural Networks Results. FUSION (2006)
Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski
Combining Forecasts with Blind Signal Separation Methods in Electric Load Prediction Framework. Artificial Intelligence and Applications (2006)
Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski
PCA and ICA Methods for Prediction Results Enhancement. Intelligent Information Systems (2005)
Krzysztof Siwek, Stanislaw Osowski, Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski
Blind source separation for improved load forecasting in the power system. ECCTD (2005)
Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski
Independent Component Analysis for Filtration in Data Mining. Intelligent Information Systems (2004)
Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski
Model Improvement by the Statistical Decomposition. ICAISC (2004)