Clustering Algorithms for Bank Customer Segmentation. - Danuta Zakrzewska; Jan Murlewski (ISDA, 2005)

Automatic Keyphrase Extraction. - Danuta Zakrzewska; Katarzyna Mataska (Ann. UMCS Informatica, 2006)

Data mining techniques for portal participants profiling. - Danuta Zakrzewska; Justyna Kapka (Ann. UMCS Informatica, 2007)

Cluster Analysis for Users' Modeling in Intelligent E-Learning Systems. - Danuta Zakrzewska (IEA/AIE, 2008)

Improving Naïve Bayes models of insurance risk by unsupervised classification. - Anna Jurek; Danuta Zakrzewska (IMCSIT, 2008)

Using Clustering Technique for Students' Grouping in Intelligent E-Learning Systems. - Danuta Zakrzewska (USAB, 2008)

Cluster Analysis in Personalized E-Learning Systems. - Danuta Zakrzewska (Intelligent Systems for Knowledge Management, 2009)

Student Groups Modeling by Integrating Cluster Representation and Association Rules Mining. - Danuta Zakrzewska (SOFSEM, 2010)

Building Context-Aware Group Recommendations in E-Learning Systems. - Danuta Zakrzewska (ICCCI (1), 2011)

Validation of Clustering Techniques for Student Grouping in Intelligent E-learning Systems. - Danuta Zakrzewska (Int. J. Organ. Collect. Intell., 2012)

Building Group Recommendations in E-Learning Systems. - Danuta Zakrzewska (Trans. Comput. Collect. Intell., 2012)

Validation of Clustering Techniques for User Group Modeling. - Danuta Zakrzewska (CORES, 2013)

Using Fuzzy Logic for Recommending Groups in E-Learning Systems. - Krzysztof Myszkorowski; Danuta Zakrzewska (ICCCI, 2013)

Feature Selection for Classification Incorporating Less Meaningful Attributes in Medical Diagnostics. - Agnieszka Wosiak; Danuta Zakrzewska (FedCSIS, 2014)

Search Space Reduction in the Combinatorial Multi-agent Genetic Algorithms. - Lukasz Chomatek; Danuta Zakrzewska (IEEE Conf. on Intelligent Systems (1), 2014)

Effective Outlier Detection Technique with Adaptive Choice of Input Parameters. - Agnieszka Duraj; Danuta Zakrzewska (IEEE Conf. on Intelligent Systems (1), 2014)

Building Contextual Student Group Recommendations with Fuzzy Logic. - Krzysztof Myszkorowski; Danuta Zakrzewska (RSCTC, 2014)

On integrating clustering and statistical analysis for supporting cardiovascular disease diagnosis. - Agnieszka Wosiak; Danuta Zakrzewska (FedCSIS, 2015)

Effective Multi-label Classification Method for Multidimensional Datasets. - Kinga Glinka; Danuta Zakrzewska (FQAS, 2015)

Fuzzy Logic Based Modeling for Building Contextual Student Group Recommendations. - Krzysztof Myszkorowski; Danuta Zakrzewska (ICCCI (2), 2015)

Building an Efficient Evolutionary Algorithm for Forex Market Predictions. - Rafal Moscinski; Danuta Zakrzewska (IDEAL, 2015)

Improving Children Diagnostics by Efficient Multi-label Classification Method. - Kinga Glinka; Agnieszka Wosiak; Danuta Zakrzewska (ITIB (1), 2016)

Multi-label Classification with Label Correlations of Multimedia Datasets. - Kinga Glinka; Danuta Zakrzewska (MISSI, 2016)

Unsupervised feature selection using reversed correlation for improved medical diagnosis. - Agnieszka Wosiak; Danuta Zakrzewska (INISTA, 2017)

Improving Multi-label Medical Text Classification by Feature Selection. - Kinga Glinka; Rafal Wozniak; Danuta Zakrzewska (WETICE, 2017)

Graph Representation and Semi-clustering Approach for Label Space Reduction in Multi-label Classification of Documents. - Rafal Wozniak; Danuta Zakrzewska (ISCIS, 2018)

Multi-label classification methods for improving comorbidities identification. - Agnieszka Wosiak; Kinga Glinka; Danuta Zakrzewska (Comput. Biol. Medicine, 2018)

Integrating Correlation-Based Feature Selection and Clustering for Improved Cardiovascular Disease Diagnosis. - Agnieszka Wosiak; Danuta Zakrzewska (Complex., 2018)

Exploiting Label Interdependencies in Multi-label Classification. - Kinga Glinka; Agnieszka Wosiak; Danuta Zakrzewska (CORES, 2019)

Using Interval-Valued Fuzzy Sets for Recommending Groups in E-Learning Systems. - Krzysztof Myszkorowski; Danuta Zakrzewska (ICCCI, 2020)