Piotr Wojewnik

According to our database1, Piotr Wojewnik authored at least 18 papers between 2004 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

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Bibliography

2021
Enabling Machine Learning Algorithms for Credit Scoring - Explainable Artificial Intelligence (XAI) methods for clear understanding complex predictive models.
CoRR, 2021

2013
Independent Component Analysis Filtration for Value at Risk Modelling.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2013, 2013

2012
Smooth Component Analysis and MSE Decomposition for Ensemble Methods.
Proceedings of the Agent and Multi-Agent Systems. Technologies and Applications, 2012

Multiplicative ICA Algorithm for Interaction Analysis in Financial Markets.
Proceedings of the Artificial Intelligence and Soft Computing, 2012

2011
Social-Network Influence on Telecommunication Customer Attrition.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2011

Multistage Covariance Approach to Measure the Randomness in Financial Time Series Analysis.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2011

The Noise Identification Method Based on Divergence Analysis in Ensemble Methods Context.
Proceedings of the Adaptive and Natural Computing Algorithms, 2011

2010
Aggregated Information Representation for Technical Analysis on Stock Market with Csiszár Divergence.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2010

Noise Detection for Ensemble Methods.
Proceedings of the Artificial Intelligence and Soft Computing, 2010

2008
Generalized Extreme Value for Smooth Component Analysis in Prediction Improvement.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008

2007
Smooth Component Analysis as Ensemble Method for Prediction Improvement.
Proceedings of the Independent Component Analysis and Signal Separation, 2007

2006
Prediction Improvement via Smooth Component Analysis and Neural Network Mixing.
Proceedings of the Artificial Neural Networks, 2006

Blind Signal Separation Methods for Integration of Neural Networks Results.
Proceedings of the 9th International Conference on Information Fusion, 2006

Combining Forecasts with Blind Signal Separation Methods in Electric Load Prediction Framework.
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2006

2005
PCA and ICA Methods for Prediction Results Enhancement.
Proceedings of the Intelligent Information Processing and Web Mining, 2005

Blind source separation for improved load forecasting in the power system.
Proceedings of the 2005 European Conference on Circuit Theory and Design, 2005

2004
Independent Component Analysis for Filtration in Data Mining.
Proceedings of the Intelligent Information Processing and Web Mining, 2004

Model Improvement by the Statistical Decomposition.
Proceedings of the Artificial Intelligence and Soft Computing, 2004


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