Stanislawa Bazan-Socha

20 papers B 1C 2Journal 8Unranked 8
YearRankTypeTitle / Venue / Authors
2023 — conf
Application of Federated Learning to Prediction of Patient Mortality in Vasculitis Disease.
IJCRS
Jan G. Bazan, Pawel Milan, Stanislawa Bazan-Socha, Krzysztof Wójcik
2023 J jnl
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.
Ewa Rak, Adam Szczur, Jan G. Bazan, Stanislawa Bazan-Socha
2022 B conf
Comparison of aggregation classes in ensemble classifiers for high dimensional datasets.
FUZZ-IEEE
Jan G. Bazan, Stanislawa Bazan-Socha, Urszula Bentkowska, Wojciech Galka, Marcin Mrukowicz, Lech Zareba
2022 J jnl
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.
Urszula Bentkowska, Jan G. Bazan, Lech Zareba, Jerzy Socha, Stanislawa Bazan-Socha, Marcin Mrukowicz
2020 J jnl
Effective construction of classifiers with the k-NN method supported by a concept ontology.
Knowl. Inf. Syst.
Jan G. Bazan, Stanislawa Bazan-Socha, Marcin Ochab, Sylwia Buregwa-Czuma, Tomasz Nowakowski, Miroslaw Wozniak
2017 — conf
Resolving the Conflicts Between Cuts in a Decision Tree with Verifying Cuts.
IJCRS (2)
Sylwia Buregwa-Czuma, Jan G. Bazan, Stanislawa Bazan-Socha, Wojciech Rzasa, Lukasz Dydo, Andrzej Skowron
2016 J jnl
A Classifier Based on a Decision Tree with Verifying Cuts.
Fundam. Informaticae
Jan G. Bazan, Stanislawa Bazan-Socha, Sylwia Buregwa-Czuma, Lukasz Dydo, Wojciech Rzasa, Andrzej Skowron
2016 J jnl
The Method for Describing Changes in the Perception of Stenosis in Blood Vessels Caused by an Additional Drug.
Fundam. Informaticae
Sylwia Buregwa-Czuma, Jan G. Bazan, Lech Zareba, Stanislawa Bazan-Socha, Barbara Rewerska, Przemyslaw Wiktor Pardel, Lukasz Dydo
2015 C conf
A two-level classifier for automatic medical objects classification.
FedCSIS
Przemyslaw Wiktor Pardel, Jan G. Bazan, Jacek Zarychta, Stanislawa Bazan-Socha
2015 — conf
An Approach for Resolving Conflicts in Automatic Medical Objects Classification.
CS&P
Przemyslaw Wiktor Pardel, Jan G. Bazan, Jacek Zarychta, Stanislawa Bazan-Socha
2015 — conf
Automatic Medical Objects Classification Based on Data Sets and Domain Knowledge.
BDAS
Przemyslaw Wiktor Pardel, Jan G. Bazan, Jacek Zarychta, Stanislawa Bazan-Socha
2015 J jnl
Predicting the Presence of Serious Coronary Artery Disease Based on 24 Hour Holter ECG Monitoring.
Trans. Rough Sets
Jan G. Bazan, Sylwia Buregwa-Czuma, Przemyslaw Wiktor Pardel, Stanislawa Bazan-Socha, Barbara Sokolowska, Sylwia Dziedzina
2015 — conf
The Method for Describing Changes in the Perception of Stenosis in Blood Vessels Caused by an Additional Drug.
CS&P
Sylwia Buregwa-Czuma, Jan G. Bazan, Lech Zareba, Stanislawa Bazan-Socha, Przemyslaw Wiktor Pardel, Barbara Sokolowska, Lukasz Dydo
2014 — conf
A Classifier Based on a Decision Tree with Verifying Cuts.
CS&P
Jan G. Bazan, Stanislawa Bazan-Socha, Sylwia Buregwa-Czuma, Lukasz Dydo, Wojciech Rzasa, Andrzej Skowron
2013 — ch.
Classifiers Based on Data Sets and Domain Knowledge: A Rough Set Approach.
Rough Sets and Intelligent Systems (2)
Jan G. Bazan, Stanislawa Bazan-Socha, Sylwia Buregwa-Czuma, Przemyslaw Wiktor Pardel, Andrzej Skowron, Barbara Sokolowska
2012 C conf
Predicting the presence of serious coronary artery disease based on 24 hour Holter ECG monitoring.
FedCSIS
Jan G. Bazan, Stanislawa Bazan-Socha, Sylwia Buregwa-Czuma, Przemyslaw Wiktor Pardel, Barbara Sokolowska
2012 — conf
Prediction of Coronary Arteriosclerosis in Stable Coronary Heart Disease.
IPMU (2)
Jan G. Bazan, Stanislawa Bazan-Socha, Sylwia Buregwa-Czuma, Przemyslaw Wiktor Pardel, Barbara Sokolowska
2008 J jnl
Case-based Planning of Treatment of Infants with Respiratory Failure.
Fundam. Informaticae
Grzegorz Góra, Piotr Kruczek, Andrzej Skowron, Jan G. Bazan, Stanislawa Bazan-Socha, Jacek J. Pietrzyk
2007 J jnl
Rough Set Approach to Behavioral Pattern Identification.
Fundam. Informaticae
Jan G. Bazan, Piotr Kruczek, Stanislawa Bazan-Socha, Andrzej Skowron, Jacek J. Pietrzyk
2006 — conf
Automatic Planning of Treatment of Infants with Respiratory Failure Through Rough Set Modeling.
RSCTC
Jan G. Bazan, Piotr Kruczek, Stanislawa Bazan-Socha, Andrzej Skowron, Jacek J. Pietrzyk