Tomasz S. Zabkowski
Orcid: 0000-0003-1722-1179
According to our database1,
Tomasz S. Zabkowski
authored at least 41 papers
between 2004 and 2024.
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Online presence:
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on orcid.org
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Bibliography
2024
2022
Proceedings of the IEEE 11th International Conference on Intelligent Systems, 2022
2021
<i>ImbTreeEntropy</i>: An R package for building entropy-based classification trees on imbalanced datasets.
SoftwareX, 2021
ImbTreeAUC: An R package for building classification trees using the area under the ROC curve (AUC) on imbalanced datasets.
SoftwareX, 2021
Two Stage Approach to Optimize Electricity Contract Capacity Problem for Commercial Customers.
Proceedings of the Computational Science - ICCS 2021, 2021
2020
Entropy, 2020
Whole Time Series Data Streams Clustering: Dynamic Profiling of the Electricity Consumption.
Entropy, 2020
Generalized Entropy Loss Function in Neural Network: Variable's Importance and Sensitivity Analysis.
Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference, 2020
2019
Reducing False Arrhythmia Alarms Using Different Methods of Probability and Class Assignment in Random Forest Learning Methods.
Sensors, 2019
2018
Simulation Study on the Application of the Generalized Entropy Concept in Artificial Neural Networks.
Entropy, 2018
Complex., 2018
2017
Proceedings of the IEEE International Conference on INnovations in Intelligent SysTems and Applications, 2017
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017
Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017
2016
Short term electricity forecasting based on user behavior from individual smart meter data.
J. Intell. Fuzzy Syst., 2016
2015
Extended AMUSE Algorithm and Novel Randomness Approach for BSS Model Aggregation with Methodology Remarks.
Proceedings of the Artificial Intelligence and Soft Computing, 2015
Comparison of decision trees with Rényi and Tsallis entropy applied for imbalanced churn dataset.
Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015
Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015
Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, 2015
2014
Proceedings of the 18th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2014
Proceedings of the Artificial Intelligence and Soft Computing, 2014
2013
Proceedings of the Adaptive and Natural Computing Algorithms, 2013
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2013, 2013
Proceedings of the Engineering Applications of Neural Networks, 2013
2012
Expert Syst. Appl., 2012
Proceedings of the Agent and Multi-Agent Systems. Technologies and Applications, 2012
Proceedings of the Artificial Intelligence and Soft Computing, 2012
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
Proceedings of the Artificial Intelligence and Soft Computing, 2010
2008
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008
2007
Proceedings of the Independent Component Analysis and Signal Separation, 2007
2006
Proceedings of the Artificial Neural Networks, 2006
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
Proceedings of the Intelligent Information Processing and Web Mining, 2005
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
Proceedings of the Artificial Intelligence and Soft Computing, 2004