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2020 – today
- 2024
[j12]Robert Susmaga, Izabela Szczech
, Dariusz Brzezinski:
Towards explainable TOPSIS: Visual insights into the effects of weights and aggregations on rankings. Appl. Soft Comput. 153: 111279 (2024)- [j11]Dariusz Brzezinski, Julia Stachowiak, Jerzy Stefanowski, Izabela Szczech, Robert Susmaga, Sofya Aksenyuk, Uladzimir Ivashka, Oleksandr Yasinskyi:
Properties of Fairness Measures in the Context of Varying Class Imbalance and Protected Group Ratios. ACM Trans. Knowl. Discov. Data 18(7): 170 (2024) - 2023
- [j10]Robert Susmaga, Izabela Szczech, Piotr Zielniewicz, Dariusz Brzezinski:
MSD-space: Visualizing the inner-workings of TOPSIS aggregations. Eur. J. Oper. Res. 308(1): 229-242 (2023) - [i3]Antoni Klorek, Karol Roszak, Izabela Szczech, Dariusz Brzezinski:
confidence-planner: Easy-to-Use Prediction Confidence Estimation and Sample Size Planning. CoRR abs/2301.05702 (2023) - [i2]Robert Susmaga, Izabela Szczech, Dariusz Brzezinski:
Towards Explainable TOPSIS: Visual Insights into the Effects of Weights and Aggregations on Rankings. CoRR abs/2306.07706 (2023) - 2020
- [j9]Dariusz Brzezinski, Jerzy Stefanowski, Robert Susmaga, Izabela Szczech:
On the Dynamics of Classification Measures for Imbalanced and Streaming Data. IEEE Trans. Neural Networks Learn. Syst. 31(8): 2868-2878 (2020)
2010 – 2019
- 2018
- [j8]Dariusz Brzezinski, Jerzy Stefanowski, Robert Susmaga, Izabela Szczech:
Visual-based analysis of classification measures and their properties for class imbalanced problems. Inf. Sci. 462: 242-261 (2018) - 2017
- [c10]Dariusz Brzezinski, Jerzy Stefanowski, Robert Susmaga, Izabela Szczech:
Tetrahedron: Barycentric Measure Visualizer. ECML/PKDD (3) 2017: 419-422 - [i1]Dariusz Brzezinski, Jerzy Stefanowski, Robert Susmaga, Izabela Szczech:
Visual-Based Analysis of Classification Measures with Applications to Imbalanced Data. CoRR abs/1704.07122 (2017) - 2016
- [j7]Salvatore Greco, Roman Slowinski, Izabela Szczech:
Measures of rule interestingness in various perspectives of confirmation. Inf. Sci. 346-347: 216-235 (2016) - [j6]Robert Susmaga, Izabela Szczech:
Selected group-theoretic aspects of confirmation measure symmetries. Inf. Sci. 346-347: 424-441 (2016) - [c9]Dariusz Brzezinski, Zbigniew Grudzinski, Izabela Szczech:
Bayesian Confirmation Measures in Rule-Based Classification. NFMCP@PKDD/ECML 2016: 39-53 - [c8]Krystyna Napierala, Jerzy Stefanowski, Izabela Szczech:
Increasing the Interpretability of Rules Induced from Imbalanced Data by Using Bayesian Confirmation Measures. NFMCP@PKDD/ECML 2016: 84-98 - 2015
- [j5]Robert Susmaga, Izabela Szczech:
Can Interestingness Measures be Usefully Visualized? Int. J. Appl. Math. Comput. Sci. 25(2): 323-336 (2015) - 2014
- [c7]Robert Susmaga, Izabela Szczech:
Visual-Based Detection of Properties of Confirmation Measures. ISMIS 2014: 133-143 - 2013
- [j4]Salvatore Greco, Roman Slowinski, Izabela Szczech:
Finding Meaningful Bayesian Confirmation Measures. Fundam. Informaticae 127(1-4): 161-176 (2013) - [c6]Robert Susmaga, Izabela Szczech:
The Property of $\chi^2_{01}$ -Concordance for Bayesian Confirmation Measures. MDAI 2013: 226-236 - 2012
- [j3]Salvatore Greco, Roman Slowinski, Izabela Szczech:
Properties of rule interestingness measures and alternative approaches to normalization of measures. Inf. Sci. 216: 1-16 (2012) - [c5]Salvatore Greco, Roman Slowinski, Izabela Szczech:
Analysis of Symmetry Properties for Bayesian Confirmation Measures. RSKT 2012: 207-214 - 2011
- [c4]Izabela Szczech, Salvatore Greco, Roman Slowinski:
New property for rule interestingness measures. FedCSIS 2011: 103-108 - 2010
- [c3]Salvatore Greco, Roman Slowinski, Izabela Szczech:
Alternative Normalization Schemas for Bayesian Confirmation Measures. IPMU 2010: 230-239
2000 – 2009
- 2009
- [j2]Salvatore Greco, Roman Slowinski, Izabela Szczech:
Analysis of monotonicity properties of some rule interestingness measures. Control. Cybern. 38(1): 9-25 (2009) - [j1]Izabela Szczech:
Multicriteria Attractiveness Evaluation of Decision and Association Rules. Trans. Rough Sets 10: 197-274 (2009) - 2008
- [c2]Salvatore Greco, Roman Slowinski, Izabela Szczech:
Assessing the Quality of Rules with a New Monotonic Interestingness Measure Z. ICAISC 2008: 556-565 - 2007
- [c1]Roman Slowinski, Izabela Szczech, Miroslaw Urbanowicz, Salvatore Greco:
Mining Association Rules with Respect to Support and Anti-support-Experimental Results. RSEISP 2007: 534-542
Coauthor Index
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