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 (RSCTC, 2006)

Rough Set Approach to Behavioral Pattern Identification. - Jan G. Bazan; Piotr Kruczek; Stanislawa Bazan-Socha; Andrzej Skowron; Jacek J. Pietrzyk (Fundam. Informaticae, 2007)

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)

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 (FedCSIS, 2012)

Prediction of Coronary Arteriosclerosis in Stable Coronary Heart Disease. - Jan G. Bazan; Stanislawa Bazan-Socha; Sylwia Buregwa-Czuma; Przemyslaw Wiktor Pardel; Barbara Sokolowska (IPMU (2), 2012)

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 (Rough Sets and Intelligent Systems (2), 2013)

Automatic Medical Objects Classification Based on Data Sets and Domain Knowledge. - Przemyslaw Wiktor Pardel; Jan G. Bazan; Jacek Zarychta; Stanislawa Bazan-Socha (BDAS, 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 (CS&P, 2015)

An Approach for Resolving Conflicts in Automatic Medical Objects Classification. - Przemyslaw Wiktor Pardel; Jan G. Bazan; Jacek Zarychta; Stanislawa Bazan-Socha (CS&P, 2015)

A two-level classifier for automatic medical objects classification. - Przemyslaw Wiktor Pardel; Jan G. Bazan; Jacek Zarychta; Stanislawa Bazan-Socha (FedCSIS, 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 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)

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)

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 (IJCRS (2), 2017)

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)

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 (FUZZ-IEEE, 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)

Application of Federated Learning to Prediction of Patient Mortality in Vasculitis Disease. - Jan G. Bazan; Pawel Milan; Stanislawa Bazan-Socha; Krzysztof Wójcik (IJCRS, 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)