Stanislawa Bazan-Socha

Orcid: 0000-0001-9634-0963

According to our database1, Stanislawa Bazan-Socha authored at least 19 papers between 2006 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2023
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., 2023

Application of Federated Learning to Prediction of Patient Mortality in Vasculitis Disease.
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.
Int. J. Intell. Syst., 2022

Comparison of aggregation classes in ensemble classifiers for high dimensional datasets.
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.
Knowl. Inf. Syst., 2020

2017
Resolving the Conflicts Between Cuts in a Decision Tree with Verifying Cuts.
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.
Fundam. Informaticae, 2016

A Classifier Based on a Decision Tree with Verifying Cuts.
Fundam. Informaticae, 2016

2015
Predicting the Presence of Serious Coronary Artery Disease Based on 24 Hour Holter ECG Monitoring.
Trans. Rough Sets, 2015

A two-level classifier for automatic medical objects classification.
Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015

An Approach for Resolving Conflicts in Automatic Medical Objects Classification.
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.
Proceedings of the 24th International Workshop on Concurrency, 2015

Automatic Medical Objects Classification Based on Data Sets and Domain Knowledge.
Proceedings of the Beyond Databases, Architectures and Structures, 2015

2013
Classifiers Based on Data Sets and Domain Knowledge: A Rough Set Approach.
Proceedings of the Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam, 2013

2012
Prediction of Coronary Arteriosclerosis in Stable Coronary Heart Disease.
Proceedings of the Advances on Computational Intelligence, 2012

Predicting the presence of serious coronary artery disease based on 24 hour Holter ECG monitoring.
Proceedings of the Federated Conference on Computer Science and Information Systems, 2012

2008
Case-based Planning of Treatment of Infants with Respiratory Failure.
Fundam. Informaticae, 2008

2007
Rough Set Approach to Behavioral Pattern Identification.
Fundam. Informaticae, 2007

2006
Automatic Planning of Treatment of Infants with Respiratory Failure Through Rough Set Modeling.
Proceedings of the Rough Sets and Current Trends in Computing, 2006


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