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2020 – today
- 2021
[i1]Przemyslaw Biecek, Marcin Chlebus, Janusz Gajda, Alicja Gosiewska, Anna Kozak, Dominik Ogonowski, Jakub Sztachelski, Piotr Wojewnik:
Enabling Machine Learning Algorithms for Credit Scoring - Explainable Artificial Intelligence (XAI) methods for clear understanding complex predictive models. CoRR abs/2104.06735 (2021)
2010 – 2019
- 2013
- [c17]Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski
:
Independent Component Analysis Filtration for Value at Risk Modelling. ICANN 2013: 553-562 - 2012
- [c16]Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski:
Multiplicative ICA Algorithm for Interaction Analysis in Financial Markets. ICAISC (2) 2012: 608-615 - [c15]Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski:
Smooth Component Analysis and MSE Decomposition for Ensemble Methods. KES-AMSTA 2012: 595-603 - 2011
- [c14]Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski:
The Noise Identification Method Based on Divergence Analysis in Ensemble Methods Context. ICANNGA (2) 2011: 206-214 - [c13]Piotr Wojewnik, Bogumil Kaminski, Mateusz Zawisza, Marek Antosiewicz:
Social-Network Influence on Telecommunication Customer Attrition. KES-AMSTA 2011: 64-73 - [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
- 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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