1 code implementation • 1 Apr 2022 • Adam Gudyś, Marek Sikora, Łukasz Wróbel
Keywords: contrast sets, separate and conquer, regression, survival
1 code implementation • 9 Jun 2021 • Marek Sikora, Paweł Matyszok, Łukasz Wróbel
The article also presents a method for recommendation induction.
no code implementations • 24 Nov 2020 • Joanna Henzel, Joanna Tobiasz, Michał Kozielski, Małgorzata Bach, Paweł Foszner, Aleksandra Gruca, Mateusz Kania, Justyna Mika, Anna Papiez, Aleksandra Werner, Joanna Zyla, Jerzy Jaroszewicz, Joanna Polanska, Marek Sikora
The obtained classification models provided the basis for the DECODE service (decode. polsl. pl), which can serve as support in screening patients with COVID-19 disease.
no code implementations • 30 May 2020 • Joanna Henzel, Marek Sikora
In the paper, a problem of forecasting promotion efficiency is raised.
1 code implementation • 2 Aug 2019 • Adam Gudyś, Marek Sikora, Łukasz Wróbel
Rule-based models are often used for data analysis as they combine interpretability with predictive power.
1 code implementation • 5 Jun 2018 • Marek Sikora, Łukasz Wróbel, Adam Gudyś
This article presents GuideR, a user-guided rule induction algorithm, which overcomes the largest limitation of the existing methods-the lack of the possibility to introduce user's preferences or domain knowledge to the rule learning process.