Comparison of aggregation classes in ensemble classifiers for high dimensional datasets

Authors: Bazan, Jan G., Bazan-Socha, Stanislawa, Bentkowska, Urszula, Galka, Wojciech, Mrukowicz, Marcin, Zareba, Lech

Source: 2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) Fuzzy Systems (FUZZ-IEEE), 2022 IEEE International Conference on. :1-10 Jul, 2022

Relation: 2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)

Multi-class classification problems for the k-NN algorithm in the case of missing values

Authors: Bentkowska, Urszula, Bazan, Jan G., Mrukowicz, Marcin, Zareba, Lech, Molenda, Piotr

Source: 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) Fuzzy Systems (FUZZ-IEEE), 2020 IEEE International Conference on. :1-8 Jul, 2020

Relation: 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)

The distributivity law as a tool of k-NN classifiers’ aggregation: mining a cyber-attack data set

Authors: Rak, Ewa, Bazan, Jan G., Szczur, Adam, Rzasa, Wojciech

Source: 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) Fuzzy Systems (FUZZ-IEEE), 2020 IEEE International Conference on. :1-8 Jul, 2020

Relation: 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)

A new method of building a more effective ensemble classifiers

Authors: Bazan, Jan G., Drygas, Pawel, Zareba, Lech, Molenda, Piotr

Source: 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) Fuzzy Systems (FUZZ-IEEE), 2020 IEEE International Conference on. :1-6 Jul, 2020

Relation: 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)

Application of similarity measures with uncertainty in classification methods

Authors: Pekala, Barbara, Rak, Ewa, Kosior, Dawid, Mrukowicz, Marcin, Bazan, Jan G.

Source: 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) Fuzzy Systems (FUZZ-IEEE), 2020 IEEE International Conference on. :1-8 Jul, 2020

Relation: 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)

Self-tuning framework to reduce the number of false positive instances using aggregation functions in ensemble classifier

Authors: Gałka, Wojciech ^a, Bazan, Jan G. ^a, Bentkowska, Urszula ^a, Mrukowicz, Marcin ^a, Drygaś, Paweł ^a, Ochab, Marcin ^a, Suszalski, Piotr ^b, Obara, Sebastian ^b

Source: In Procedia Computer Science 2024 246:4028-4037

Assessment Measures of an Ensemble Classifier Based on the Distributivity Equation to Predict the Presence of Severe Coronary Artery Disease

Authors: Rak Ewa, Szczur Adam, Bazan Jan G., Bazan-Socha Stanisława

Source: International Journal of Applied Mathematics and Computer Science, Vol 33, Iss 3, Pp 361-377 (2023)

Subject Terms: ensemble method, distributivity equation, aggregation function, accuracy, precision, sensitivity, cad, holter ecg, Mathematics, QA1-939, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://doaj.org/toc/2083-8492

Access URL: https://doaj.org/article/db33ee78e7bb4d3a8e71a180819d1308

Verifying cuts as a tool for improving a classifier based on a decision tree

Authors: Dydo, Lukasz, Bazan, Jan G., Buregwa-Czuma, Sylwia, Rzasa, Wojciech, Skowron, Andrzej

Source: 2016 Federated Conference on Computer Science and Information Systems (FedCSIS) Computer Science and Information Systems (FedCSIS), 2016 Federated Conference on. :17-20 Sep, 2016

Relation: 2016 Federated Conference on Computer Science and Information Systems (FedCSIS)

A two-level classifier for automatic medical objects classification

Authors: Pardel, Przemyslaw Wiktor, Bazan, Jan G., Zarychta, Jacek, Bazan-Socha, Stanislawa

Source: 2015 Federated Conference on Computer Science and Information Systems (FedCSIS) Computer Science and Information Systems (FedCSIS), 2015 Federated Conference on. :139-143 Sep, 2015

Relation: 2015 Federated Conference on Computer Science and Information Systems (FedCSIS)

Extracting of temporal patterns from data for hierarchical classifiers construction

Authors: Szpyrka, Marcin, Szczur, Adam, Bazan, Jan G., Dydo, Lukasz

Source: 2015 IEEE 2nd International Conference on Cybernetics (CYBCONF) Cybernetics (CYBCONF), 2015 IEEE 2nd International Conference on. :330-335 Jun, 2015

Relation: 2015 IEEE 2nd International Conference on Cybernetics (CYBCONF)

Interval modelling in optimization of k‐NN classifiers for large number of attributes in data sets on an example of DNA microarrays

Authors: Bentkowska, Urszula, Bazan, Jan G., Zarȩba, Lech, Socha, Jerzy, Bazan‐Socha, Stanislawa, Mrukowicz, Marcin

Source: International journal of intelligent systems. 37(6):3334-3372

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100148145252.0x000001&indx=1&recIds=ETOCvdc_100148145252.0x000001

Enhanced systemic oxidative stress response in patients with idiopathic inflammatory myopathies.

Authors: Mikołajczyk-Korona, Anna, Dziedzic, Radosław, Wójcik, Krzysztof, Olchawa, Magdalena, Sarna, Tadeusz, Pięta, Jakub, Jakiela, Bogdan, Zaręba, Lech, Bazan, Jan G., Potaczek, Daniel P., Kosałka-Węgiel, Joanna, Socha, Mateusz, Kuszmiersz, Piotr, Padjas, Agnieszka, Bazan-Socha, Stanisława

Source: Arthritis Research & Therapy; 3/7/2025, Vol. 27 Issue 1, p1-13, 13p

Predicting the presence of serious coronary artery disease based on 24 hour Holter ECG monitoring

Authors: Bazan, Jan G., Buregwa-Czuma, Sylwia, Pardel, Przemyslaw Wiktor, Bazan-Socha, Stanislawa, Sokolowska, Barbara

Source: 2012 Federated Conference on Computer Science and Information Systems (FedCSIS) Computer Science and Information Systems (FedCSIS), 2012 Federated Conference on. :279-286 Sep, 2012

Relation: 2012 Federated Conference on Computer Science and Information Systems (FedCSIS)

Application of interval-valued aggregation to optimization problem of [formula omitted] classifiers for missing values case

Authors: Bentkowska, Urszula, Bazan, Jan G., Rząsa, Wojciech, Zarȩba, Lech

Source: In Information Sciences June 2019 486:434-449

The relationship of airway structural changes to blood and bronchoalveolar lavage biomarkers, and lung function abnormalities in asthma

Authors: Kozlik, Pawel, Zuk, Joanna, Bartyzel, Sylwia, Zarychta, Jacek, Okon, Krzysztof, Zareba, Lech, Bazan, Jan G., Kosalka, Joanna, Soja, Jerzy, Musial, Jacek, Bazan‐Socha, Stanislawa

Source: Clinical & experimental allergy. 50(1):15-28

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100102897155.0x000001&indx=1&recIds=ETOCvdc_100102897155.0x000001

Resolving the Conflicts Between Cuts in a Decision Tree with Verifying Cuts
Rough Sets (International Joint Conference)

Authors: Buregwa-Czuma, Sylwia, Bazan, Jan G., Bazan-Socha, Stanislawa, Rzasa, Wojciech, Dydo, Lukasz, Skowron, Andrzej

Source: Lecture notes in computer science. 10314:403-422

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN602535330&indx=1&recIds=ETOCCN602535330

Application of interval-valued aggregation to optimization problem of k−NN classifiers for missing values case

Authors: Bentkowska, Urszula, Bazan, Jan G., Rząsa, Wojciech, Zarȩba, Lech

Source: Information sciences. 486:434-449

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100078040120.0x000001&indx=1&recIds=ETOCvdc_100078040120.0x000001

Automatic Medical Objects Classification Based on Data Sets and Domain Knowledge
Beyond Databases Architectures and Structures (international conference)

Authors: Pardel, Przemyslaw Wiktor, Bazan, Jan G., Zarychta, Jacek, Bazan-Socha, Stanislawa

Source: Communications in computer and information science. 521:415-426

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN600255769&indx=1&recIds=ETOCCN600255769

Citrullinated histone H3, a marker of extracellular trap formation, is increased in blood of stable asthma patients

Authors: Kuczia, Pawel, Zuk, Joanna, Iwaniec, Teresa, Soja, Jerzy, Dropinski, Jerzy, Malesa‐Wlodzik, Marta, Zareba, Lech, Bazan, Jan G., Undas, Anetta, Bazan‐Socha, Stanislawa

Source: Clinical and translational allergy. 10(1)

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100115524421.0x000001&indx=1&recIds=ETOCvdc_100115524421.0x000001

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