Urszula Stanczyk

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 25

Top Topics

Authorship Attribution

Condition Attributes

Data Exploration

Rough Sets Theory

Top Venues

Publications

Urszula Stanczyk, Beata Zielosko, Grzegorz Baron
Importance of Characteristic Features and Their Form for Data Exploration. Entropy 26 (5) (2024)
Urszula Stanczyk, Beata Zielosko, Grzegorz Baron
Attribute Relevance and Discretisation in Knowledge Discovery: A Study in Stylometric Domain. ICCS (2) (2023)
Urszula Stanczyk
How transformations of representation for input data can affect the properties of induced decision reducts and rules. KES (2023)
Urszula Stanczyk, Grzegorz Baron
Should supervised discretisation always be trusted unreservedly? On combining characteristics of supervised and unsupervised discretisation algorithms in two-step processing. KES (2023)
Urszula Stanczyk, Beata Zielosko, Grzegorz Baron
Going Deeper than Supervised Discretisation in Processing of Stylometric Features. ISD (2023)
Beata Zielosko, Urszula Stanczyk, Kamil Jablonski
Filtering Decision Rules Driven by Sequential Forward and Backward Selection of Attributes: An Illustrative Example in Stylometric Domain. FedCSIS (2023)
Urszula Stanczyk, Grzegorz Baron
On heterogeneity or sub-classes aspect in construction of stylometric input datasets. KES (2022)
Urszula Stanczyk
Pruning Decision Rules by Reduct-Based Weighting and Ranking of Features. Entropy 24 (11) (2022)
Urszula Stanczyk
Evaluation of importance for condition attributes based on quality of decision reducts. KES (2022)
Beata Zielosko, Urszula Stanczyk, Krzysztof Zabinski
Ranking of attributes - comparative study based on data from stylometric domain. KES (2022)
Grzegorz Baron, Urszula Stanczyk
Standard vs. non-standard cross-validation: evaluation of performance in a space with structured distribution of datapoints. KES (2021)
Urszula Stanczyk
Weighting factor for attributes based on reduct cardinality. KES (2021)
Beata Zielosko, Urszula Stanczyk
Condition attributes, properties of decision rules, and discretisation: Analysis of relations and dependencies. KES (2021)
Urszula Stanczyk, Beata Zielosko
Heuristic-based feature selection for rough set approach. Int. J. Approx. Reason. 125 (2020)
Beata Zielosko, Urszula Stanczyk
Reduct-based ranking of attributes. KES (2020)
Grzegorz Baron, Urszula Stanczyk
Performance evaluation for ranking-based discretisation. KES (2020)
Urszula Stanczyk, Beata Zielosko
Assessing quality of decision reducts. KES (2020)
Urszula Stanczyk
On Unsupervised and Supervised Discretisation in Mining Stylometric Features. ICMMI (2019)
Urszula Stanczyk, Beata Zielosko
On Approaches to Discretisation of Stylometric Data and Conflict Resolution in Decision Making. KES (2019)
Urszula Stanczyk, Beata Zielosko, Krzysztof Zabinski
Application of Greedy Heuristics for Feature Characterisation and Selection: A Case Study in Stylometric Domain. IJCSR (2018)
Urszula Stanczyk
Filtering Decision Rules with Continuous Attributes Governed by Discretisation. ISMIS (2017)
Urszula Stanczyk, Beata Zielosko
On Combining Discretisation Parameters and Attribute Ranking for Selection of Decision Rules. IJCRS (1) (2017)
Urszula Stanczyk
Evaluating Importance for Numbers of Bins in Discretised Learning and Test Sets. KES-IDT (1) (2017)
Urszula Stanczyk
Weighting and Pruning of Decision Rules by Attributes and Attribute Rankings. ISCIS (2016)
Urszula Stanczyk
Measuring Quality of Decision Rules Through Ranking of Conditional Attributes. KES-IDT (1) (2016)
Urszula Stanczyk
Ranking of characteristic features in combined wrapper approaches to selection. Neural Comput. Appl. 26 (2) (2015)
Urszula Stanczyk
Selection of decision rules based on attribute ranking. J. Intell. Fuzzy Syst. 29 (2) (2015)
Urszula Stanczyk
The Class Imbalance Problem in Construction of Training Datasets for Authorship Attribution. ICMMI (2015)
Urszula Stanczyk
RELIEF-based Selection of Decision Rules. KES (2014)
Urszula Stanczyk
Attribute Ranking Driven Filtering of Decision Rules. RSEISP (2014)
Urszula Stanczyk
Establishing Relevance of Characteristic Features for Authorship Attribution with ANN. DEXA (2) (2013)
Urszula Stanczyk
On Preference Order of DRSA Conditional Attributes for Computational Stylistics. DEXA (2) (2013)
Urszula Stanczyk
Weighting of Attributes in an Embedded Rough Approach. ICMMI (2013)
Urszula Stanczyk
Relative Reduct-Based Estimation of Relevance for Stylometric Features. ADBIS (2013)
Urszula Stanczyk
Decision rule length as a basis for evaluation of attribute relevance. J. Intell. Fuzzy Syst. 24 (3) (2013)
Urszula Stanczyk
Reduct-Based Analysis of Decision Algorithms: Application in Computational Stylistics. HAIS (2) (2011)
Urszula Stanczyk
On Performance of DRSA-ANN Classifier. HAIS (2) (2011)
Urszula Stanczyk
Rule-Based Approach to Computational Stylistics. SIIS (2011)
Urszula Stanczyk
Application of DRSA-ANN Classifier in Computational Stylistics. ISMIS (2011)
Urszula Stanczyk
Recognition of Author Gender for Literary Texts. ICMMI (2011)
Urszula Stanczyk
Rough Set-Based Analysis of Characteristic Features for ANN Classifier. HAIS (1) (2010)
Urszula Stanczyk
DRSA Decision Algorithm Analysis in Stylometric Processing of Literary Texts. RSCTC (2010)
Urszula Stanczyk
Relative Reduct-Based Selection of Features for ANN Classifier. ICMMI (2009)
Krzysztof A. Cyran, Urszula Stanczyk
Indiscernibility Relation for Continuous Attributes: Application in Image Recognition. RSEISP (2007)