Tomasz Zabkowski

Publication Activity (10 Years)

Years Active: 2004-2021
Publications (10 Years): 16

Top Topics

Load Forecasting

Classification Trees

Blind Source Separation

Top Venues

Publications

Krzysztof Gajowniczek, Tomasz Zabkowski
ImbTreeAUC: An R package for building classification trees using the area under the ROC curve (AUC) on imbalanced datasets. SoftwareX 15 (2021)
Rafik Nafkha, Tomasz Zabkowski, Krzysztof Gajowniczek
Two Stage Approach to Optimize Electricity Contract Capacity Problem for Commercial Customers. ICCS (4) (2021)
Krzysztof Gajowniczek, Tomasz Zabkowski
Generalized Entropy Loss Function in Neural Network: Variable's Importance and Sensitivity Analysis. EANN (2020)
Krzysztof Gajowniczek, Yitao Liang, Tal Friedman, Tomasz Zabkowski, Guy Van den Broeck
Semantic and Generalized Entropy Loss Functions for Semi-Supervised Deep Learning. Entropy 22 (3) (2020)
Krzysztof Gajowniczek, Marcin Bator, Tomasz Zabkowski
Whole Time Series Data Streams Clustering: Dynamic Profiling of the Electricity Consumption. Entropy 22 (12) (2020)
Krzysztof Gajowniczek, Iga Grzegorczyk, Tomasz Zabkowski
Reducing False Arrhythmia Alarms Using Different Methods of Probability and Class Assignment in Random Forest Learning Methods. Sensors 19 (7) (2019)
Krzysztof Gajowniczek, Arkadiusz Orlowski, Tomasz Zabkowski
Simulation Study on the Application of the Generalized Entropy Concept in Artificial Neural Networks. Entropy 20 (4) (2018)
Krzysztof Gajowniczek, Tomasz Zabkowski
Simulation Study on Clustering Approaches for Short-Term Electricity Forecasting. Complex. 2018 (2018)
Krzysztof Gajowniczek, Leszek J. Chmielewski, Arkadiusz Orlowski, Tomasz Zabkowski
Generalized Entropy Cost Function in Neural Networks. ICANN (2) (2017)
Krzysztof Gajowniczek, Rafik Nafkha, Tomasz Zabkowski
Electricity peak demand classification with artificial neural networks. FedCSIS (2017)
Tomasz Zabkowski, Krzysztof Gajowniczek
Grade Analysis for households segmentation based on energy usage patterns. INISTA (2017)
Krzysztof Gajowniczek, Tomasz Zabkowski
Short term electricity forecasting based on user behavior from individual smart meter data. J. Intell. Fuzzy Syst. 30 (1) (2016)
Krzysztof Gajowniczek, Tomasz Zabkowski, Ryszard Szupiluk
Blind Source Separation for Improved Load Forecasting on Individual Household Level. CORES (2015)
Krzysztof Gajowniczek, Tomasz Zabkowski, Arkadiusz Orlowski
Comparison of decision trees with Rényi and Tsallis entropy applied for imbalanced churn dataset. FedCSIS (2015)
Ryszard Szupiluk, Tomasz Zabkowski, Krzysztof Gajowniczek
Extended AMUSE Algorithm and Novel Randomness Approach for BSS Model Aggregation with Methodology Remarks. ICAISC (2015)
Tomasz Zabkowski, Krzysztof Gajowniczek, Ryszard Szupiluk
Grade analysis for energy usage patterns segmentation based on smart meter data. CYBCONF (2015)
Krzysztof Gajowniczek, Tomasz Zabkowski
Short Term Electricity Forecasting Using Individual Smart Meter Data. KES (2014)
Ryszard Szupiluk, Tomasz Zabkowski
Signal Randomness Measure for BSS Ensemble Predictors. ICAISC (2) (2014)
Ryszard Szupiluk, Tomasz Zabkowski
Similarity Analysis Based on Bose-Einstein Divergences for Financial Time Series. ICANNGA (2013)
Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski
Independent Component Analysis Filtration for Value at Risk Modelling. ICANN (2013)
Ryszard Szupiluk, Tomasz Zabkowski
A State Space Approach and Hurst Exponent for Ensemble Predictors. EANN (1) (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)
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)