Stanislawa Bazan-Socha

According to our database, Stanislawa Bazan-Socha authored at least 19 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Assessment measures of an ensemble classifier based on the distributivity equation to predict the presence of severe coronary artery disease.

Ewa Rak, Adam Szczur, Jan G. Bazan, Stanislawa Bazan-Socha

Int. J. Appl. Math. Comput. Sci., 2023

Application of Federated Learning to Prediction of Patient Mortality in Vasculitis Disease.

Jan G. Bazan, Pawel Milan, Stanislawa Bazan-Socha, Krzysztof Wójcik

Proceedings of the Rough Sets - International Joint Conference, 2023

2022

Interval modelling in optimization of k- N N classifiers for large number of attributes in data sets on an example of DNA microarrays.

Urszula Bentkowska, Jan G. Bazan, Lech Zareba, Jerzy Socha, Stanislawa Bazan-Socha, Marcin Mrukowicz

Int. J. Intell. Syst., 2022

Comparison of aggregation classes in ensemble classifiers for high dimensional datasets.

Jan G. Bazan, Stanislawa Bazan-Socha, Urszula Bentkowska, Wojciech Galka, Marcin Mrukowicz, Lech Zareba

Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

2020

Effective construction of classifiers with the k-NN method supported by a concept ontology.

Jan G. Bazan, Stanislawa Bazan-Socha, Marcin Ochab, Sylwia Buregwa-Czuma, Tomasz Nowakowski, Miroslaw Wozniak

Knowl. Inf. Syst., 2020

2017

Resolving the Conflicts Between Cuts in a Decision Tree with Verifying Cuts.

Sylwia Buregwa-Czuma, Jan G. Bazan, Stanislawa Bazan-Socha, Wojciech Rzasa, Lukasz Dydo, Andrzej Skowron

Proceedings of the Rough Sets - International Joint Conference, 2017

2016

The Method for Describing Changes in the Perception of Stenosis in Blood Vessels Caused by an Additional Drug.

Sylwia Buregwa-Czuma, Jan G. Bazan, Lech Zareba, Stanislawa Bazan-Socha, Barbara Rewerska, Przemyslaw Wiktor Pardel, Lukasz Dydo

Fundam. Informaticae, 2016

A Classifier Based on a Decision Tree with Verifying Cuts.

Jan G. Bazan, Stanislawa Bazan-Socha, Sylwia Buregwa-Czuma, Lukasz Dydo, Wojciech Rzasa, Andrzej Skowron

Fundam. Informaticae, 2016

2015

Predicting the Presence of Serious Coronary Artery Disease Based on 24 Hour Holter ECG Monitoring.

Jan G. Bazan, Sylwia Buregwa-Czuma, Przemyslaw Wiktor Pardel, Stanislawa Bazan-Socha, Barbara Sokolowska, Sylwia Dziedzina

Trans. Rough Sets, 2015

A two-level classifier for automatic medical objects classification.

Przemyslaw Wiktor Pardel, Jan G. Bazan, Jacek Zarychta, Stanislawa Bazan-Socha

Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015

An Approach for Resolving Conflicts in Automatic Medical Objects Classification.

Przemyslaw Wiktor Pardel, Jan G. Bazan, Jacek Zarychta, Stanislawa Bazan-Socha

Proceedings of the 24th International Workshop on Concurrency, 2015

The Method for Describing Changes in the Perception of Stenosis in Blood Vessels Caused by an Additional Drug.

Sylwia Buregwa-Czuma, Jan G. Bazan, Lech Zareba, Stanislawa Bazan-Socha, Przemyslaw Wiktor Pardel, Barbara Sokolowska, Lukasz Dydo

Proceedings of the 24th International Workshop on Concurrency, 2015

Automatic Medical Objects Classification Based on Data Sets and Domain Knowledge.

Przemyslaw Wiktor Pardel, Jan G. Bazan, Jacek Zarychta, Stanislawa Bazan-Socha

Proceedings of the Beyond Databases, Architectures and Structures, 2015

2013

Classifiers Based on Data Sets and Domain Knowledge: A Rough Set Approach.

Jan G. Bazan, Stanislawa Bazan-Socha, Sylwia Buregwa-Czuma, Przemyslaw Wiktor Pardel, Andrzej Skowron, Barbara Sokolowska

Proceedings of the Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam, 2013

2012

Prediction of Coronary Arteriosclerosis in Stable Coronary Heart Disease.

Jan G. Bazan, Stanislawa Bazan-Socha, Sylwia Buregwa-Czuma, Przemyslaw Wiktor Pardel, Barbara Sokolowska

Proceedings of the Advances on Computational Intelligence, 2012

Predicting the presence of serious coronary artery disease based on 24 hour Holter ECG monitoring.

Jan G. Bazan, Stanislawa Bazan-Socha, Sylwia Buregwa-Czuma, Przemyslaw Wiktor Pardel, Barbara Sokolowska

Proceedings of the Federated Conference on Computer Science and Information Systems, 2012

2008

Case-based Planning of Treatment of Infants with Respiratory Failure.

Grzegorz Góra, Piotr Kruczek, Andrzej Skowron, Jan G. Bazan, Stanislawa Bazan-Socha, Jacek J. Pietrzyk

Fundam. Informaticae, 2008

2007

Rough Set Approach to Behavioral Pattern Identification.

Jan G. Bazan, Piotr Kruczek, Stanislawa Bazan-Socha, Andrzej Skowron, Jacek J. Pietrzyk

Fundam. Informaticae, 2007

2006

Automatic Planning of Treatment of Infants with Respiratory Failure Through Rough Set Modeling.

Jan G. Bazan, Piotr Kruczek, Stanislawa Bazan-Socha, Andrzej Skowron, Jacek J. Pietrzyk

Proceedings of the Rough Sets and Current Trends in Computing, 2006