Concepedia

Urszula Stańczyk

US

8

Publications

147

Citations

8

H-Index

2013

Active since

Affiliations

Silesian University of Technology(Current)

University of Silesia in Katowice

Institute of Computer Science

Urszula Stańczyk is an author at Silesian University of Technology specializing in data science, data mining, and knowledge discovery.

Top concepts

Data MiningEngineeringData ScienceKnowledge DiscoveryManagementStatisticsText MiningComputer ScienceCorpus LinguisticsPattern Recognition

Publications per year

2013–2021

8

Publications

8

Standard vs. non-standard cross-validation: evaluation of performance in a space with structured distribution of datapoints

Grzegorz Baron, Urszula Stańczyk · Procedia Computer Science · 2021 · 32 citations · Full text

Performance Benchmarking, Engineering, Machine Learning +31

Heuristic-based feature selection for rough set approach

Urszula Stańczyk, Beata Zielosko · International Journal of Approximate Reasoning · 2020 · 23 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Decision rule length as a basis for evaluation of attribute relevance

Urszula Stańczyk · Journal of Intelligent & Fuzzy Systems · 2013 · 20 citations

Ranking of characteristic features in combined wrapper approaches to selection

Urszula Stańczyk · Neural Computing and Applications · 2014 · 20 citations · Full text

Discretisation of conditions in decision rules induced for continuous data

Urszula Stańczyk, Beata Zielosko, Grzegorz Baron · PLoS ONE · 2020 · 17 citations · Full text

Mathematical Programming, Engineering, Uncertainty Formalism +29

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