Krzysztof Gajowniczek
Orcid: 0000000169538907Affiliations:
 Warsaw University of Life Sciences, Poland
According to our database^{1},
Krzysztof Gajowniczek
authored at least 22 papers
between 2014 and 2023.
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Bibliography
2023
Handling an inconsistently coded categorical variable in a longitudinal dataset with cat2cat.
SoftwareX, December, 2023
2022
SoftwareX, 2022
Proceedings of the IEEE 11th International Conference on Intelligent Systems, 2022
2021
<i>ImbTreeEntropy</i>: An R package for building entropybased 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
Weighted Quantile Regression Forests for Bimodal Distribution Modeling: A Loss Given Default Case.
Entropy, 2020
Semantic and Generalized Entropy Loss Functions for SemiSupervised Deep Learning.
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
Blind Source Separation for Improved Load Forecasting on Individual Household Level.
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