Izabela Szczech

Dariusz Brzezinski

CoRR, 2023

confidence-planner: Easy-to-Use Prediction Confidence Estimation and Sample Size Planning.

[BibT_eX]

[DOI]

CoRR, 2023

2020

On the Dynamics of Classification Measures for Imbalanced and Streaming Data.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

2018

Visual-based analysis of classification measures and their properties for class imbalanced problems.

[BibT_eX]

[DOI]

Inf. Sci., 2018

2017

Visual-Based Analysis of Classification Measures with Applications to Imbalanced Data.

[BibT_eX]

[DOI]

CoRR, 2017

Tetrahedron: Barycentric Measure Visualizer.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

2016

Selected group-theoretic aspects of confirmation measure symmetries.

[BibT_eX]

[DOI]

Inf. Sci., 2016

Measures of rule interestingness in various perspectives of confirmation.

[BibT_eX]

[DOI]

Inf. Sci., 2016

Increasing the Interpretability of Rules Induced from Imbalanced Data by Using Bayesian Confirmation Measures.

[BibT_eX]

[DOI]

Krystyna Napierala

Jerzy Stefanowski

Proceedings of the New Frontiers in Mining Complex Patterns - 5th International Workshop, 2016

Bayesian Confirmation Measures in Rule-Based Classification.

[BibT_eX]

[DOI]

Dariusz Brzezinski

Zbigniew Grudzinski

Proceedings of the New Frontiers in Mining Complex Patterns - 5th International Workshop, 2016

2015

Can Interestingness Measures be Usefully Visualized?

[BibT_eX]

[DOI]

Int. J. Appl. Math. Comput. Sci., 2015

2014

Visual-Based Detection of Properties of Confirmation Measures.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014

2013

Finding Meaningful Bayesian Confirmation Measures.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2013

The Property of $\chi^2_{01}$ -Concordance for Bayesian Confirmation Measures.

[BibT_eX]

[DOI]

Proceedings of the Modeling Decisions for Artificial Intelligence, 2013

2012

Properties of rule interestingness measures and alternative approaches to normalization of measures.

[BibT_eX]

[DOI]

Inf. Sci., 2012

Analysis of Symmetry Properties for Bayesian Confirmation Measures.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets and Knowledge Technology - 7th International Conference, 2012

2011

New property for rule interestingness measures.

[BibT_eX]

[DOI]

Proceedings of the Federated Conference on Computer Science and Information Systems, 2011

2010

Alternative Normalization Schemas for Bayesian Confirmation Measures.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence for Knowledge-Based Systems Design, 2010

2009

Multicriteria Attractiveness Evaluation of Decision and Association Rules.

[BibT_eX]

[DOI]

Trans. Rough Sets, 2009

Analysis of monotonicity properties of some rule interestingness measures.

[BibT_eX]

[DOI]

Control. Cybern., 2009

2008

Assessing the Quality of Rules with a New Monotonic Interestingness Measure Z.

[BibT_eX]

[DOI]