Jerzy Stefanowski
Scholar

Jerzy Stefanowski

Google Scholar ID: id96GvIAAAAJ
Poznan University of Technology
machine learningdata streamsExplainable AIrule learningimbalanced classification
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Citations & Impact
All-time
Citations
5,328
 
H-index
29
 
i10-index
64
 
Publications
20
 
Co-authors
76
list available
Contact
No contact links provided.
Publications
8 items
An interpretable prototype parts-based neural network for medical tabular data
2026
Cited
1
Explaining Concept Drift through the Evolution of Group Counterfactuals
2025
Cited
0
This part looks alike this: identifying important parts of explained instances and prototypes
2025
Cited
0
Towards Fairness for the Right Reasons: Using Saliency Maps to Evaluate Bias Removal in Neural Networks
2025
Cited
0
Counterfactual Explanations with Probabilistic Guarantees on their Robustness to Model Change
arXiv.org · 2024
Cited
0
Unifying Perspectives: Plausible Counterfactual Explanations on Global, Group-wise, and Local Levels
arXiv.org · 2024
Cited
0
Properties of Fairness Measures in the Context of Varying Class Imbalance and Protected Group Ratios
ACM Transactions on Knowledge Discovery from Data · 2024
Cited
2
The Problem of Coherence in Natural Language Explanations of Recommendations
European Conference on Artificial Intelligence · 2023
Cited
3
Resume (English only)
Co-authors
76 total
Roman Slowinski
Roman Slowinski
Poznan University of Technology
Dariusz Brzezinski
Dariusz Brzezinski
Poznan University of Technology
Co-author 3
Co-author 3
Salvatore Greco
Salvatore Greco
Università di Catania
Mateusz Lango
Mateusz Lango
Charles University / Poznan University of Technology
Co-author 6
Co-author 6
Robert Susmaga
Robert Susmaga
Instytut Informatyki, Politechnika Poznańska
Co-author 8
Co-author 8