Jerzy Stefanowski
Politechnika Poznanska
H-index: 50
Europe-Poland
Top articles of Jerzy Stefanowski
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Properties of fairness measures in the context of varying class imbalance and protected group ratios | ACM Transactions on Knowledge Discovery from Data | Dariusz Brzezinski Julia Stachowiak Jerzy Stefanowski Izabela Szczech Robert Susmaga | 2024 |
Multi-criteria Approaches to Explaining Black Box Machine Learning Models | Jerzy Stefanowski | 2023/7/24 | |
Reproducibility of machine learning: Terminology, recommendations and open issues | arXiv preprint arXiv:2302.12691 | Riccardo Albertoni Sara Colantonio Piotr Skrzypczyński Jerzy Stefanowski | 2023/2/24 |
On usefulness of dominance relation for selecting counterfactuals from the ensemble of explainers | Wojciechowski A.(Ed.), Lipiński P.(Ed.)., Progress in Polish Artificial Intelligence Research 4, Seria: Monografie Politechniki Łódzkiej Nr. 2437, Wydawnictwo Politechniki Łódzkiej, Łódź 2023, ISBN 978-83-66741-92-8, doi: 10.34658/9788366741928. | Ignacy Stępka Mateusz Lango Jerzy Stefanowski | 2023 |
Deep Similarity Learning Loss Functions in Data Transformation for Class Imbalance | Damian Horna Mateusz Lango Jerzy Stefanowski | 2023/12/16 | |
PIQARD System for Experimenting and Testing Language Models with Prompting Strategies | Marcin Korcz Dawid Plaskowski Mateusz Politycki Jerzy Stefanowski Alex Terentowicz | 2023/9/17 | |
The Impact of Using Constraints on Counterfactual Explanations | Maciej Falbogowski Jerzy Stefanowski Zuzanna Trafas Adam Wojciechowski | 2022 | |
Quality Versus Speed in Energy Demand Prediction: Experience Report from an R &D project | Witold Andrzejewski Jędrzej Potoniec Maciej Drozdowski Jerzy Stefanowski Robert Wrembel | 2022/7/29 | |
Quality versus speed in energy demand prediction for district heating systems | arXiv preprint arXiv:2205.07863 | Witold Andrzejewski Jedrzej Potoniec Maciej Drozdowski Jerzy Stefanowski Robert Wrembel | 2022/5/10 |
Roman Słowiński and His Research Program: Intelligent Decision Support Systems Between Operations Research and Artificial Intelligence | Salvatore Greco Vincent Mousseau Jerzy Stefanowski Constantin Zopounidis | 2022/2/9 | |
The influence of multiple classes on learning online classifiers from imbalanced and concept drifting data streams | arXiv preprint arXiv:2210.08359 | Agnieszka Lipska Jerzy Stefanowski | 2022/10/15 |
Rule confirmation measures: Properties, visual analysis and applications | Izabela Szczech Robert Susmaga Dariusz Brzezinski Jerzy Stefanowski | 2022/2/9 | |
The Influence of Multiple Classes on Learning from Imbalanced Data Streams | Agnieszka Lipska Jerzy Stefanowski | 2022/10/8 | |
An appendix with additional experimental results to the paper: The Influence of Multiple Classes on Learning from Imbalanced Data Streams | Proceedings of Machine Learning Research | Agnieszka Lipska Jerzy Stefanowski | 2022 |
What makes multi-class imbalanced problems difficult? An experimental study | Expert Systems with Applications | Mateusz Lango Jerzy Stefanowski | 2022/8/1 |
Time aspect in making an actionable prediction of a conversation breakdown | Piotr Janiszewski Mateusz Lango Jerzy Stefanowski | 2021 | |
multi-imbalance: Open Source Python Toolbox for Multi-class Imbalanced Classification | Jacek Grycza Damian Horna Hanna Klimczak Mateusz Lango Kamil Pluciński | 2021 | |
Two ways of extending Bracid rule-based classifiers for multi-class imbalanced data | Maria Naklicka Jerzy Stefanowski | 2021/9/29 | |
Prototypical convolutional neural network for a phrase-based explanation of sentiment classification | Kamil Pluciński Mateusz Lango Jerzy Stefanowski | 2021/9/13 | |
The impact of data difficulty factors on classification of imbalanced and concept drifting data streams | Knowledge and Information Systems | Dariusz Brzezinski Leandro L Minku Tomasz Pewinski Jerzy Stefanowski Artur Szumaczuk | 2021/6 |
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