10 citations · 10 across the 1 of their papers we have counts for
2 papers
cs.AI2024★ 10 cited
Towards consistency of rule-based explainer and black box model -- fusion of rule induction and XAI-based feature importance
Michał Kozielski, Marek Sikora, Łukasz Wawrowski
Rule-based models offer a human-understandable representation, i.e. they are interpretable. For this reason, they are used to explain the decisions of non-interpretable complex mod…
cs.LG2020
Classification supporting COVID-19 diagnostics based on patient survey data
Joanna Henzel, Joanna Tobiasz, Michał Kozielski +11
Distinguishing COVID-19 from other flu-like illnesses can be difficult due to ambiguous symptoms and still an initial experience of doctors. Whereas, it is crucial to filter out th…