Stanislawa Bazan-Socha

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 13

Top Topics

Coronary Artery

High Dimensional Datasets

Decision Tree Learning Algorithm

Top Venues

Fundam. Informaticae

Int. J. Intell. Syst.

Publications

Ewa Rak, Adam Szczur, Jan G. Bazan, Stanislawa Bazan-Socha
Assessment measures of an ensemble classifier based on the distributivity equation to predict the presence of severe coronary artery disease. Int. J. Appl. Math. Comput. Sci. 33 (3) (2023)
Jan G. Bazan, Pawel Milan, Stanislawa Bazan-Socha, Krzysztof Wójcik
Application of Federated Learning to Prediction of Patient Mortality in Vasculitis Disease. IJCRS (2023)
Jan G. Bazan, Stanislawa Bazan-Socha, Urszula Bentkowska, Wojciech Galka, Marcin Mrukowicz, Lech Zareba
Comparison of aggregation classes in ensemble classifiers for high dimensional datasets. FUZZ-IEEE (2022)
Urszula Bentkowska, Jan G. Bazan, Lech Zareba, Jerzy Socha, Stanislawa Bazan-Socha, Marcin Mrukowicz
Interval modelling in optimization of k- N N classifiers for large number of attributes in data sets on an example of DNA microarrays. Int. J. Intell. Syst. 37 (6) (2022)
Jan G. Bazan, Stanislawa Bazan-Socha, Marcin Ochab, Sylwia Buregwa-Czuma, Tomasz Nowakowski, Miroslaw Wozniak
Effective construction of classifiers with the k-NN method supported by a concept ontology. Knowl. Inf. Syst. 62 (4) (2020)
Sylwia Buregwa-Czuma, Jan G. Bazan, Stanislawa Bazan-Socha, Wojciech Rzasa, Lukasz Dydo, Andrzej Skowron
Resolving the Conflicts Between Cuts in a Decision Tree with Verifying Cuts. IJCRS (2) (2017)
Jan G. Bazan, Stanislawa Bazan-Socha, Sylwia Buregwa-Czuma, Lukasz Dydo, Wojciech Rzasa, Andrzej Skowron
A Classifier Based on a Decision Tree with Verifying Cuts. Fundam. Informaticae 143 (1-2) (2016)
Sylwia Buregwa-Czuma, Jan G. Bazan, Lech Zareba, Stanislawa Bazan-Socha, Barbara Rewerska, Przemyslaw Wiktor Pardel, Lukasz Dydo
The Method for Describing Changes in the Perception of Stenosis in Blood Vessels Caused by an Additional Drug. Fundam. Informaticae 147 (2-3) (2016)
Przemyslaw Wiktor Pardel, Jan G. Bazan, Jacek Zarychta, Stanislawa Bazan-Socha
Automatic Medical Objects Classification Based on Data Sets and Domain Knowledge. BDAS (2015)
Przemyslaw Wiktor Pardel, Jan G. Bazan, Jacek Zarychta, Stanislawa Bazan-Socha
A two-level classifier for automatic medical objects classification. FedCSIS (2015)
Przemyslaw Wiktor Pardel, Jan G. Bazan, Jacek Zarychta, Stanislawa Bazan-Socha
An Approach for Resolving Conflicts in Automatic Medical Objects Classification. CS&P (2015)
Sylwia Buregwa-Czuma, Jan G. Bazan, Lech Zareba, Stanislawa Bazan-Socha, Przemyslaw Wiktor Pardel, Barbara Sokolowska, Lukasz Dydo
The Method for Describing Changes in the Perception of Stenosis in Blood Vessels Caused by an Additional Drug. CS&P (2015)
Jan G. Bazan, Sylwia Buregwa-Czuma, Przemyslaw Wiktor Pardel, Stanislawa Bazan-Socha, Barbara Sokolowska, Sylwia Dziedzina
Predicting the Presence of Serious Coronary Artery Disease Based on 24 Hour Holter ECG Monitoring. Trans. Rough Sets 19 (2015)
Jan G. Bazan, Stanislawa Bazan-Socha, Sylwia Buregwa-Czuma, Lukasz Dydo, Wojciech Rzasa, Andrzej Skowron
A Classifier Based on a Decision Tree with Verifying Cuts. CS&P (2014)
Jan G. Bazan, Stanislawa Bazan-Socha, Sylwia Buregwa-Czuma, Przemyslaw Wiktor Pardel, Barbara Sokolowska
Predicting the presence of serious coronary artery disease based on 24 hour Holter ECG monitoring. FedCSIS (2012)
Jan G. Bazan, Stanislawa Bazan-Socha, Sylwia Buregwa-Czuma, Przemyslaw Wiktor Pardel, Barbara Sokolowska
Prediction of Coronary Arteriosclerosis in Stable Coronary Heart Disease. IPMU (2) (2012)
Grzegorz Góra, Piotr Kruczek, Andrzej Skowron, Jan G. Bazan, Stanislawa Bazan-Socha, Jacek J. Pietrzyk
Case-based Planning of Treatment of Infants with Respiratory Failure. Fundam. Informaticae 85 (1-4) (2008)
Jan G. Bazan, Piotr Kruczek, Stanislawa Bazan-Socha, Andrzej Skowron, Jacek J. Pietrzyk
Rough Set Approach to Behavioral Pattern Identification. Fundam. Informaticae 75 (1-4) (2007)
Jan G. Bazan, Piotr Kruczek, Stanislawa Bazan-Socha, Andrzej Skowron, Jacek J. Pietrzyk
Automatic Planning of Treatment of Infants with Respiratory Failure Through Rough Set Modeling. RSCTC (2006)