Danuta Zakrzewska

Publication Activity (10 Years)

Years Active: 2005-2020
Publications (10 Years): 13

Top Topics

Classification Method

Space Reduction

Medical Diagnostic

Feature Selection

Top Venues

IEEE Conf. on Intelligent Systems (1)

Publications

Krzysztof Myszkorowski, Danuta Zakrzewska
Using Interval-Valued Fuzzy Sets for Recommending Groups in E-Learning Systems. ICCCI (2020)
Kinga Glinka, Agnieszka Wosiak, Danuta Zakrzewska
Exploiting Label Interdependencies in Multi-label Classification. CORES (2019)
Agnieszka Wosiak, Danuta Zakrzewska
Integrating Correlation-Based Feature Selection and Clustering for Improved Cardiovascular Disease Diagnosis. Complex. 2018 (2018)
Rafal Wozniak, Danuta Zakrzewska
Graph Representation and Semi-clustering Approach for Label Space Reduction in Multi-label Classification of Documents. ISCIS (2018)
Agnieszka Wosiak, Kinga Glinka, Danuta Zakrzewska
Multi-label classification methods for improving comorbidities identification. Comput. Biol. Medicine 100 (2018)
Kinga Glinka, Rafal Wozniak, Danuta Zakrzewska
Improving Multi-label Medical Text Classification by Feature Selection. WETICE (2017)
Agnieszka Wosiak, Danuta Zakrzewska
Unsupervised feature selection using reversed correlation for improved medical diagnosis. INISTA (2017)
Kinga Glinka, Agnieszka Wosiak, Danuta Zakrzewska
Improving Children Diagnostics by Efficient Multi-label Classification Method. ITIB (1) (2016)
Kinga Glinka, Danuta Zakrzewska
Multi-label Classification with Label Correlations of Multimedia Datasets. MISSI (2016)
Agnieszka Wosiak, Danuta Zakrzewska
On integrating clustering and statistical analysis for supporting cardiovascular disease diagnosis. FedCSIS (2015)
Krzysztof Myszkorowski, Danuta Zakrzewska
Fuzzy Logic Based Modeling for Building Contextual Student Group Recommendations. ICCCI (2) (2015)
Rafal Moscinski, Danuta Zakrzewska
Building an Efficient Evolutionary Algorithm for Forex Market Predictions. IDEAL (2015)
Kinga Glinka, Danuta Zakrzewska
Effective Multi-label Classification Method for Multidimensional Datasets. FQAS (2015)
Lukasz Chomatek, Danuta Zakrzewska
Search Space Reduction in the Combinatorial Multi-agent Genetic Algorithms. IEEE Conf. on Intelligent Systems (1) (2014)
Krzysztof Myszkorowski, Danuta Zakrzewska
Building Contextual Student Group Recommendations with Fuzzy Logic. RSCTC (2014)
Agnieszka Duraj, Danuta Zakrzewska
Effective Outlier Detection Technique with Adaptive Choice of Input Parameters. IEEE Conf. on Intelligent Systems (1) (2014)
Agnieszka Wosiak, Danuta Zakrzewska
Feature Selection for Classification Incorporating Less Meaningful Attributes in Medical Diagnostics. FedCSIS (2014)
Krzysztof Myszkorowski, Danuta Zakrzewska
Using Fuzzy Logic for Recommending Groups in E-Learning Systems. ICCCI (2013)
Danuta Zakrzewska
Validation of Clustering Techniques for User Group Modeling. CORES (2013)
Danuta Zakrzewska
Building Group Recommendations in E-Learning Systems. Trans. Comput. Collect. Intell. 7 (2012)
Danuta Zakrzewska
Validation of Clustering Techniques for Student Grouping in Intelligent E-learning Systems. Int. J. Organ. Collect. Intell. 3 (4) (2012)
Danuta Zakrzewska
Building Context-Aware Group Recommendations in E-Learning Systems. ICCCI (1) (2011)
Danuta Zakrzewska
Building Group Recommendations in E-Learning Systems. KES-AMSTA (1) (2010)
Danuta Zakrzewska
Student Groups Modeling by Integrating Cluster Representation and Association Rules Mining. SOFSEM (2010)
Danuta Zakrzewska
Cluster Analysis for Users' Modeling in Intelligent E-Learning Systems. IEA/AIE (2008)
Danuta Zakrzewska
Using Clustering Technique for Students' Grouping in Intelligent E-Learning Systems. USAB (2008)
Anna Jurek, Danuta Zakrzewska
Improving Naïve Bayes models of insurance risk by unsupervised classification. IMCSIT (2008)
Danuta Zakrzewska, Justyna Kapka
Data mining techniques for portal participants profiling. Ann. UMCS Informatica 7 (1) (2007)
Danuta Zakrzewska, Katarzyna Mataska
Automatic Keyphrase Extraction. Ann. UMCS Informatica 5 (1) (2006)
Danuta Zakrzewska, Jan Murlewski
Clustering Algorithms for Bank Customer Segmentation. ISDA (2005)