Ryszard Szupiluk

28 papers C 2Misc 2Journal 1Unranked 23
YearRankTypeTitle / Venue / Authors
2025 — conf
Stock Turning Points Prediction Using Convolution Neural Networks with Return Rate Heat Map.
ISD
Mariusz Rafalo, Ryszard Szupiluk
2024 — conf
SIM Box Fraud Detection by Deep Learning System with ICA And Beta Divergence.
ISD
Ryszard Szupiluk, Mariusz Rafalo
2020 — conf
Identification of Delays in AMUSE Algorithm for Blind Signal Separation of Financial Data.
ICAISC (2)
Ryszard Szupiluk, Pawel Rubach
2018 — conf
Extreme Value Model for Volatility Measure in Machine Learning Ensemble.
ICAISC (1)
Ryszard Szupiluk, Pawel Rubach
2015 — conf
Blind Source Separation for Improved Load Forecasting on Individual Household Level.
CORES
Krzysztof Gajowniczek, Tomasz S. Zabkowski, Ryszard Szupiluk
2015 Misc conf
Extended AMUSE Algorithm and Novel Randomness Approach for BSS Model Aggregation with Methodology Remarks.
ICAISC
Ryszard Szupiluk, Tomasz S. Zabkowski, Krzysztof Gajowniczek
2015 — conf
Grade analysis for energy usage patterns segmentation based on smart meter data.
CYBCONF
Tomasz S. Zabkowski, Krzysztof Gajowniczek, Ryszard Szupiluk
2014 — conf
Signal Randomness Measure for BSS Ensemble Predictors.
ICAISC (2)
Ryszard Szupiluk, Tomasz S. Zabkowski
2013 — conf
A State Space Approach and Hurst Exponent for Ensemble Predictors.
EANN (1)
Ryszard Szupiluk, Tomasz S. Zabkowski
2013 C conf
Independent Component Analysis Filtration for Value at Risk Modelling.
ICANN
Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski
2013 — conf
Noise Identification in Multivariate Time Series Modelling with Divergence Approach.
BIR
Ryszard Szupiluk
2013 — conf
Similarity Analysis Based on Bose-Einstein Divergences for Financial Time Series.
ICANNGA
Ryszard Szupiluk, Tomasz S. Zabkowski
2012 — conf
Multiplicative ICA Algorithm for Interaction Analysis in Financial Markets.
ICAISC (2)
Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski
2012 — conf
Smooth Component Analysis and MSE Decomposition for Ensemble Methods.
KES-AMSTA
Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski
2011 — conf
Multistage Covariance Approach to Measure the Randomness in Financial Time Series Analysis.
KES-AMSTA
Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski
2011 — conf
The Noise Identification Method Based on Divergence Analysis in Ensemble Methods Context.
ICANNGA (2)
Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski
2010 — conf
Aggregated Information Representation for Technical Analysis on Stock Market with Csiszár Divergence.
KES-AMSTA (2)
Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski
2010 — conf
Noise Detection for Ensemble Methods.
ICAISC (1)
Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski
2009 J jnl
Ensemble Neural Network Approach for Accurate Load Forecasting in a Power System.
Int. J. Appl. Math. Comput. Sci.
Krzysztof Siwek, Stanislaw Osowski, Ryszard Szupiluk
2008 — conf
Generalized Extreme Value for Smooth Component Analysis in Prediction Improvement.
KES (1)
Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski
2007 — conf
Smooth Component Analysis as Ensemble Method for Prediction Improvement.
ICA
Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski
2006 C conf
Blind Signal Separation Methods for Integration of Neural Networks Results.
FUSION
Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski
2006 — conf
Combining Forecasts with Blind Signal Separation Methods in Electric Load Prediction Framework.
Artificial Intelligence and Applications
Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski
2006 — conf
Prediction Improvement via Smooth Component Analysis and Neural Network Mixing.
ICANN (2)
Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski
2005 — conf
Blind source separation for improved load forecasting in the power system.
ECCTD
Krzysztof Siwek, Stanislaw Osowski, Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski
2005 — conf
PCA and ICA Methods for Prediction Results Enhancement.
Intelligent Information Systems
Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski
2004 — conf
Independent Component Analysis for Filtration in Data Mining.
Intelligent Information Systems
Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski
2004 Misc conf
Model Improvement by the Statistical Decomposition.
ICAISC
Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski