Piotr Wojewnik

Publication Activity (10 Years)

Years Active: 2004-2021
Publications (10 Years): 1

Top Topics

Machine Learning Algorithms

Component Analysis

Blind Source Separation

Top Venues

Publications

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 (2021)
Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski
Independent Component Analysis Filtration for Value at Risk Modelling. ICANN (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)
Piotr Wojewnik, Bogumil Kaminski, Mateusz Zawisza, Marek Antosiewicz
Social-Network Influence on Telecommunication Customer Attrition. KES-AMSTA (2011)
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)
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)