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2020 – today
- 2023
[j8]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)- [c11]Jan G. Bazan, Pawel Milan, Stanislawa Bazan-Socha, Krzysztof Wójcik:
Application of Federated Learning to Prediction of Patient Mortality in Vasculitis Disease. IJCRS 2023: 526-536 - 2022
- [j7]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): 3334-3372 (2022) - [c10]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: 1-10 - 2020
- [j6]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): 1497-1510 (2020)
2010 – 2019
- 2017
- [c9]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: 403-422 - 2016
- [j5]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): 1-18 (2016) - [j4]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): 193-207 (2016) - 2015
- [j3]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: 95-113 (2015) - [c8]Przemyslaw Wiktor Pardel, Jan G. Bazan, Jacek Zarychta, Stanislawa Bazan-Socha:
Automatic Medical Objects Classification Based on Data Sets and Domain Knowledge. BDAS 2015: 415-424 - [c7]Przemyslaw Wiktor Pardel, Jan G. Bazan, Jacek Zarychta, Stanislawa Bazan-Socha:
An Approach for Resolving Conflicts in Automatic Medical Objects Classification. CS&P 2015: 73-84 - [c6]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: 115-125 - [c5]Przemyslaw Wiktor Pardel, Jan G. Bazan, Jacek Zarychta, Stanislawa Bazan-Socha:
A two-level classifier for automatic medical objects classification. FedCSIS 2015: 139-143 - 2014
- [c4]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: 13-21 - 2013
- [p1]Jan G. Bazan, Stanislawa Bazan-Socha, Sylwia Buregwa-Czuma, Przemyslaw Wiktor Pardel, Andrzej Skowron, Barbara Sokolowska:
Classifiers Based on Data Sets and Domain Knowledge: A Rough Set Approach. Rough Sets and Intelligent Systems (2) 2013: 93-136 - 2012
- [c3]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: 279-286 - [c2]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: 550-559
2000 – 2009
- 2008
- [j2]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): 155-172 (2008) - 2007
- [j1]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): 27-47 (2007) - 2006
- [c1]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: 418-427
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