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ORCIDRyszard Szupiluk
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2020 – today
- 2024
[c26]Ryszard Szupiluk, Mariusz Rafalo:
SIM Box Fraud Detection by Deep Learning System with ICA And Beta Divergence. ISD 2024- 2020
- [c25]Ryszard Szupiluk
, Pawel Rubach:
Identification of Delays in AMUSE Algorithm for Blind Signal Separation of Financial Data. ICAISC (2) 2020: 253-261
2010 – 2019
- 2018
- [c24]Ryszard Szupiluk, Pawel Rubach:
Extreme Value Model for Volatility Measure in Machine Learning Ensemble. ICAISC (1) 2018: 247-256 - 2015
- [c23]Krzysztof Gajowniczek, Tomasz S. Zabkowski, Ryszard Szupiluk:
Blind Source Separation for Improved Load Forecasting on Individual Household Level. CORES 2015: 181-190 - [c22]Tomasz S. Zabkowski, Krzysztof Gajowniczek, Ryszard Szupiluk:
Grade analysis for energy usage patterns segmentation based on smart meter data. CYBCONF 2015: 234-239 - [c21]Ryszard Szupiluk, Tomasz S. Zabkowski, Krzysztof Gajowniczek:
Extended AMUSE Algorithm and Novel Randomness Approach for BSS Model Aggregation with Methodology Remarks. ICAISC 2015: 527-537 - 2014
- [c20]Ryszard Szupiluk, Tomasz S. Zabkowski:
Signal Randomness Measure for BSS Ensemble Predictors. ICAISC (2) 2014: 570-578 - 2013
- [c19]Ryszard Szupiluk:
Noise Identification in Multivariate Time Series Modelling with Divergence Approach. BIR 2013: 327-334 - [c18]Ryszard Szupiluk, Tomasz S. Zabkowski:
A State Space Approach and Hurst Exponent for Ensemble Predictors. EANN (1) 2013: 154-164 - [c17]Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski:
Independent Component Analysis Filtration for Value at Risk Modelling. ICANN 2013: 553-562 - [c16]Ryszard Szupiluk, Tomasz S. Zabkowski:
Similarity Analysis Based on Bose-Einstein Divergences for Financial Time Series. ICANNGA 2013: 417-427 - 2012
- [c15]Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski:
Multiplicative ICA Algorithm for Interaction Analysis in Financial Markets. ICAISC (2) 2012: 608-615 - [c14]Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski:
Smooth Component Analysis and MSE Decomposition for Ensemble Methods. KES-AMSTA 2012: 595-603 - 2011
- [c13]Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski:
The Noise Identification Method Based on Divergence Analysis in Ensemble Methods Context. ICANNGA (2) 2011: 206-214 - [c12]Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski:
Multistage Covariance Approach to Measure the Randomness in Financial Time Series Analysis. KES-AMSTA 2011: 610-619 - 2010
- [c11]Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski:
Noise Detection for Ensemble Methods. ICAISC (1) 2010: 471-478 - [c10]Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski:
Aggregated Information Representation for Technical Analysis on Stock Market with Csiszár Divergence. KES-AMSTA (2) 2010: 272-281
2000 – 2009
- 2009
- [j1]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): 303-315 (2009) - 2008
- [c9]Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski:
Generalized Extreme Value for Smooth Component Analysis in Prediction Improvement. KES (1) 2008: 749-756 - 2007
- [c8]Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski:
Smooth Component Analysis as Ensemble Method for Prediction Improvement. ICA 2007: 277-284 - 2006
- [c7]Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski:
Combining Forecasts with Blind Signal Separation Methods in Electric Load Prediction Framework. Artificial Intelligence and Applications 2006: 439-444 - [c6]Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski:
Blind Signal Separation Methods for Integration of Neural Networks Results. FUSION 2006: 1-6 - [c5]Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski:
Prediction Improvement via Smooth Component Analysis and Neural Network Mixing. ICANN (2) 2006: 133-140 - 2005
- [c4]Krzysztof Siwek, Stanislaw Osowski, Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski:
Blind source separation for improved load forecasting in the power system. ECCTD 2005: 61-64 - [c3]Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski:
PCA and ICA Methods for Prediction Results Enhancement. Intelligent Information Systems 2005: 387-394 - 2004
- [c2]Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski:
Model Improvement by the Statistical Decomposition. ICAISC 2004: 1199-1204 - [c1]Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski:
Independent Component Analysis for Filtration in Data Mining. Intelligent Information Systems 2004: 117-125
Coauthor Index
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