Izabela Szczech

28 papers B 1C 3Misc 1Journal 18Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Utility Inspired Generalizations of TOPSIS.
CoRR
Robert Susmaga, Izabela Szczech
2025 J jnl
Utility-inspired generalizations of TOPSIS.
Neural Comput. Appl.
Izabela Szczech, Robert Susmaga
2024 J jnl
Properties of Fairness Measures in the Context of Varying Class Imbalance and Protected Group Ratios.
ACM Trans. Knowl. Discov. Data
Dariusz Brzezinski, Julia Stachowiak, Jerzy Stefanowski, Izabela Szczech, Robert Susmaga, Sofya Aksenyuk, Uladzimir Ivashka, Oleksandr Yasinskyi
2024 J jnl
Properties of fairness measures in the context of varying class imbalance and protected group ratios.
CoRR
Dariusz Brzezinski, Julia Stachowiak, Jerzy Stefanowski, Izabela Szczech, Robert Susmaga, Sofya Aksenyuk, Uladzimir Ivashka, Oleksandr Yasinskyi
2024 J jnl
Towards explainable TOPSIS: Visual insights into the effects of weights and aggregations on rankings.
Appl. Soft Comput.
Robert Susmaga, Izabela Szczech, Dariusz Brzezinski
2023 J jnl
MSD-space: Visualizing the inner-workings of TOPSIS aggregations.
Eur. J. Oper. Res.
Robert Susmaga, Izabela Szczech, Piotr Zielniewicz, Dariusz Brzezinski
2023 J jnl
Towards Explainable TOPSIS: Visual Insights into the Effects of Weights and Aggregations on Rankings.
CoRR
Robert Susmaga, Izabela Szczech, Dariusz Brzezinski
2023 J jnl
confidence-planner: Easy-to-Use Prediction Confidence Estimation and Sample Size Planning.
CoRR
Antoni Klorek, Karol Roszak, Izabela Szczech, Dariusz Brzezinski
2020 J jnl
On the Dynamics of Classification Measures for Imbalanced and Streaming Data.
IEEE Trans. Neural Networks Learn. Syst.
Dariusz Brzezinski, Jerzy Stefanowski, Robert Susmaga, Izabela Szczech
2018 J jnl
Visual-based analysis of classification measures and their properties for class imbalanced problems.
Inf. Sci.
Dariusz Brzezinski, Jerzy Stefanowski, Robert Susmaga, Izabela Szczech
2017 — conf
Tetrahedron: Barycentric Measure Visualizer.
ECML/PKDD (3)
Dariusz Brzezinski, Jerzy Stefanowski, Robert Susmaga, Izabela Szczech
2017 J jnl
Visual-Based Analysis of Classification Measures with Applications to Imbalanced Data.
CoRR
Dariusz Brzezinski, Jerzy Stefanowski, Robert Susmaga, Izabela Szczech
2016 — conf
Bayesian Confirmation Measures in Rule-Based Classification.
NFMCP@PKDD/ECML
Dariusz Brzezinski, Zbigniew Grudzinski, Izabela Szczech
2016 — conf
Increasing the Interpretability of Rules Induced from Imbalanced Data by Using Bayesian Confirmation Measures.
NFMCP@PKDD/ECML
Krystyna Napierala, Jerzy Stefanowski, Izabela Szczech
2016 J jnl
Measures of rule interestingness in various perspectives of confirmation.
Inf. Sci.
Salvatore Greco, Roman Slowinski, Izabela Szczech
2016 J jnl
Selected group-theoretic aspects of confirmation measure symmetries.
Inf. Sci.
Robert Susmaga, Izabela Szczech
2015 J jnl
Can Interestingness Measures be Usefully Visualized?
Int. J. Appl. Math. Comput. Sci.
Robert Susmaga, Izabela Szczech
2014 C conf
Visual-Based Detection of Properties of Confirmation Measures.
ISMIS
Robert Susmaga, Izabela Szczech
2013 J jnl
Finding Meaningful Bayesian Confirmation Measures.
Fundam. Informaticae
Salvatore Greco, Roman Slowinski, Izabela Szczech
2013 B conf
The Property of $\chi^2_{01}$ -Concordance for Bayesian Confirmation Measures.
MDAI
Robert Susmaga, Izabela Szczech
2012 — conf
Analysis of Symmetry Properties for Bayesian Confirmation Measures.
RSKT
Salvatore Greco, Roman Slowinski, Izabela Szczech
2012 J jnl
Properties of rule interestingness measures and alternative approaches to normalization of measures.
Inf. Sci.
Salvatore Greco, Roman Slowinski, Izabela Szczech
2011 C conf
New property for rule interestingness measures.
FedCSIS
Izabela Szczech, Salvatore Greco, Roman Slowinski
2010 C conf
Alternative Normalization Schemas for Bayesian Confirmation Measures.
IPMU
Salvatore Greco, Roman Slowinski, Izabela Szczech
2009 J jnl
Analysis of monotonicity properties of some rule interestingness measures.
Control. Cybern.
Salvatore Greco, Roman Slowinski, Izabela Szczech
2009 J jnl
Multicriteria Attractiveness Evaluation of Decision and Association Rules.
Trans. Rough Sets
Izabela Szczech
2008 Misc conf
Assessing the Quality of Rules with a New Monotonic Interestingness Measure Z.
ICAISC
Salvatore Greco, Roman Slowinski, Izabela Szczech
2007 — conf
Mining Association Rules with Respect to Support and Anti-support-Experimental Results.
RSEISP
Roman Slowinski, Izabela Szczech, Miroslaw Urbanowicz, Salvatore Greco