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Joanna Badura
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Energy consumption forecasting for the digital-twin model of the building
J Henzel, Ł Wróbel, M Fice, M Sikora
Energies 15 (12), 4318, 2022
332022
Gradient boosting application in forecasting of performance indicators values for measuring the efficiency of promotions in FMCG retail
J Henzel, M Sikora
2020 15th Conference on Computer Science and Information Systems (FedCSIS …, 2020
162020
Screening support system based on patient survey data—Case study on classification of initial, locally collected COVID-19 data
J Henzel, J Tobiasz, M Kozielski, M Bach, P Foszner, A Gruca, M Kania, ...
Applied Sciences 11 (22), 10790, 2021
72021
Classification supporting COVID-19 diagnostics based on patient survey data
J Henzel, J Tobiasz, M Kozielski, M Bach, P Foszner, A Gruca, M Kania, ...
arXiv preprint arXiv:2011.12247, 2020
62020
Gradient boosting and deep learning models approach to forecasting promotions efficiency in fmcg retail
J Henzel, M Sikora
Artificial Intelligence and Soft Computing: 19th International Conference …, 2020
62020
Impact of time series clustering on fuel sales prediction results.
J Henzel, J Bularz, M Sikora
FedCSIS (Position Papers), 13-21, 2021
52021
Demand forecasting in the fashion business—an example of customized nearest neighbour and linear mixed model approaches
J Henzel, Ł Wawrowski, A Kubina, M Sikora, Ł Wróbel
2022 17th Conference on Computer Science and Intelligence Systems (FedCSIS …, 2022
42022
A sensor data-driven decision support system for liquefied petroleum gas suppliers
M Kozielski, J Henzel, Ł Wróbel, Z Łaskarzewski, M Sikora
Applied Sciences 11 (8), 3474, 2021
42021
Enhancement of COVID-19 symptom-based screening with quality-based classifier optimisation
M Kozielski, J Henzel, J Tobiasz, A Gruca, P Foszner, J Zyla, M Bach, ...
Bulletin of the Polish Academy of Sciences. Technical Sciences 69 (4), 2021
42021
Separate-and-conquer survival action rule learning
J Badura, M Hermansa, M Kozielski, M Sikora, Ł Wróbel
Knowledge-Based Systems 280, 110981, 2023
32023
MAINE: a web tool for multi-omics feature selection and rule-based data exploration
A Gruca, J Henzel, I Kostorz, T Stęclik, Ł Wróbel, M Sikora
Bioinformatics 38 (6), 1773-1775, 2022
32022
On positive-correlation-promoting reducts
J Henzel, A Janusz, M Sikora, D Ślęzak
International Joint Conference on Rough Sets, 213-221, 2020
32020
Estimating the Performance Indicators of Promotion Efficiency in FMCG Retail
M Blachnik, J Henzel
Neural Information Processing: 27th International Conference, ICONIP 2020 …, 2020
32020
EYE: Big data system supporting preventive and predictive maintenance of robotic production lines
J Kurpanik, J Henzel, M Sikora, Ł Wróbel, M Drewniak
Beyond Databases, Architectures and Structures. Facing the Challenges of …, 2018
12018
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