| 2021 | ICCS | Two Stage Approach to Optimize Electricity Contract Capacity Problem for Commercial Customers. | Rafik Nafkha, Tomasz S. Zabkowski, Krzysztof Gajowniczek |
| 2020 | EANN | Generalized Entropy Loss Function in Neural Network: Variable's Importance and Sensitivity Analysis. | Krzysztof Gajowniczek, Tomasz S. Zabkowski |
| 2017 | FedCSIS | Electricity peak demand classification with artificial neural networks. | Krzysztof Gajowniczek, Rafik Nafkha, Tomasz S. Zabkowski |
| 2017 | ICANN | Generalized Entropy Cost Function in Neural Networks. | Krzysztof Gajowniczek, Leszek J. Chmielewski, Arkadiusz Orlowski, Tomasz S. Zabkowski |
| 2017 | INISTA | Grade Analysis for households segmentation based on energy usage patterns. | Tomasz S. Zabkowski, Krzysztof Gajowniczek |
| 2015 | FedCSIS | Comparison of decision trees with Rnyi and Tsallis entropy applied for imbalanced churn dataset. | Krzysztof Gajowniczek, Tomasz S. Zabkowski, Arkadiusz Orlowski |
| 2015 | ICAISC | Extended AMUSE Algorithm and Novel Randomness Approach for BSS Model Aggregation with Methodology Remarks. | Ryszard Szupiluk, Tomasz S. Zabkowski, Krzysztof Gajowniczek |
| 2014 | ICAISC | Signal Randomness Measure for BSS Ensemble Predictors. | Ryszard Szupiluk, Tomasz S. Zabkowski |
| 2014 | KES | Short Term Electricity Forecasting Using Individual Smart Meter Data. | Krzysztof Gajowniczek, Tomasz S. Zabkowski |
| 2013 | EANN | A State Space Approach and Hurst Exponent for Ensemble Predictors. | Ryszard Szupiluk, Tomasz S. Zabkowski |
| 2013 | ICANN | Independent Component Analysis Filtration for Value at Risk Modelling. | Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski |
| 2012 | ICAISC | Multiplicative ICA Algorithm for Interaction Analysis in Financial Markets. | Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski |
| 2010 | ICAISC | Noise Detection for Ensemble Methods. | Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski |
| 2008 | KES | Generalized Extreme Value for Smooth Component Analysis in Prediction Improvement. | Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski |
| 2006 | FUSION | Blind Signal Separation Methods for Integration of Neural Networks Results. | Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski |
| 2006 | ICANN | Prediction Improvement via Smooth Component Analysis and Neural Network Mixing. | Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski |
| 2004 | ICAISC | Model Improvement by the Statistical Decomposition. | Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski |