Urszula Stanczyk

65 papers B 17C 4Journal 6Unranked 26
YearRankTypeTitle / Venue / Authors
2025 B conf
Constructing classifier committee exploiting transformations of attribute domains.
KES
Urszula Stanczyk, Grzegorz Baron
2025 — conf
Decision-Making of Homogeneous Multiple Classifiers Based on Attribute Characterisation by Discretisation.
ICCS (Workshops 4)
Urszula Stanczyk, Beata Zielosko, Grzegorz Baron
2025 — conf
Feature Evaluation Through Decision Trees Structure.
ISD
Beata Zielosko, Urszula Stanczyk, Kamil Jablonski, Mikhail Moshkov
2025 — conf
Preserving Informative Content of Condition Attributes in Data Transformations for CRSA.
ICCS (Workshops 4)
Urszula Stanczyk, Beata Zielosko, Grzegorz Baron
2024 — conf
Construction of Features Ranking - Global Approach.
ISD
Beata Zielosko, Urszula Stanczyk, Kamil Jablonski
2024 B conf
Domain-specific data characteristics: A study on meaning of stylometric sub-concepts and in-class imbalance.
KES
Urszula Stanczyk
2024 J jnl
Importance of Characteristic Features and Their Form for Data Exploration.
Entropy
Urszula Stanczyk, Beata Zielosko, Grzegorz Baron
2024 B conf
Observations of data characteristics and irregularities through domain-oriented transformations of attributes.
KES
Urszula Stanczyk, Grzegorz Baron
2024 — conf
Voting Classifier using Discretisation in Aggregating Decisions.
ISD
Urszula Stanczyk, Beata Zielosko, Grzegorz Baron
2024 B conf
Weighting Attributes Based on the Greedy Algorithm Properties.
KES
Beata Zielosko, Urszula Stanczyk, Kamil Jablonski
2023 — conf
Attribute Relevance and Discretisation in Knowledge Discovery: A Study in Stylometric Domain.
ICCS (2)
Urszula Stanczyk, Beata Zielosko, Grzegorz Baron
2023 C conf
Filtering Decision Rules Driven by Sequential Forward and Backward Selection of Attributes: An Illustrative Example in Stylometric Domain.
FedCSIS
Beata Zielosko, Urszula Stanczyk, Kamil Jablonski
2023 — conf
Going Deeper than Supervised Discretisation in Processing of Stylometric Features.
ISD
Urszula Stanczyk, Beata Zielosko, Grzegorz Baron
2023 B conf
How transformations of representation for input data can affect the properties of induced decision reducts and rules.
KES
Urszula Stanczyk
2023 B conf
Should supervised discretisation always be trusted unreservedly? On combining characteristics of supervised and unsupervised discretisation algorithms in two-step processing.
KES
Urszula Stanczyk, Grzegorz Baron
2022 — ch.
Application of Rough Set-Based Characterisation of Attributes in Feature Selection and Reduction.
Advances in Selected Artificial Intelligence Areas
Urszula Stanczyk
2022 B conf
Evaluation of importance for condition attributes based on quality of decision reducts.
KES
Urszula Stanczyk
2022 B conf
On heterogeneity or sub-classes aspect in construction of stylometric input datasets.
KES
Urszula Stanczyk, Grzegorz Baron
2022 J jnl
Pruning Decision Rules by Reduct-Based Weighting and Ranking of Features.
Entropy
Urszula Stanczyk
2022 B conf
Ranking of attributes - comparative study based on data from stylometric domain.
KES
Beata Zielosko, Urszula Stanczyk, Krzysztof Zabinski
2021 B conf
Condition attributes, properties of decision rules, and discretisation: Analysis of relations and dependencies.
KES
Beata Zielosko, Urszula Stanczyk
2021 B conf
Standard vs. non-standard cross-validation: evaluation of performance in a space with structured distribution of datapoints.
KES
Grzegorz Baron, Urszula Stanczyk
2021 B conf
Weighting factor for attributes based on reduct cardinality.
KES
Urszula Stanczyk
2020 B conf
Assessing quality of decision reducts.
KES
Urszula Stanczyk, Beata Zielosko
2020 J jnl
Heuristic-based feature selection for rough set approach.
Int. J. Approx. Reason.
Urszula Stanczyk, Beata Zielosko
2020 B conf
Performance evaluation for ranking-based discretisation.
KES
Grzegorz Baron, Urszula Stanczyk
2020 B conf
Reduct-based ranking of attributes.
KES
Beata Zielosko, Urszula Stanczyk
2019 B conf
On Approaches to Discretisation of Stylometric Data and Conflict Resolution in Decision Making.
KES
Urszula Stanczyk, Beata Zielosko
2019 — conf
On Unsupervised and Supervised Discretisation in Mining Stylometric Features.
ICMMI
Urszula Stanczyk
2019 — ch.
Weighting Attributes and Decision Rules Through Rankings and Discretisation Parameters.
Machine Learning Paradigms
Urszula Stanczyk
2018 — book
Advances in Feature Selection for Data and Pattern Recognition
Urszula Stanczyk, Beata Zielosko, Lakhmi C. Jain
2018 — ch.
Advances in Feature Selection for Data and Pattern Recognition: An Introduction.
Advances in Feature Selection for Data and Pattern Recognition
Urszula Stanczyk, Beata Zielosko, Lakhmi C. Jain
2018 — conf
Application of Greedy Heuristics for Feature Characterisation and Selection: A Case Study in Stylometric Domain.
IJCSR
Urszula Stanczyk, Beata Zielosko, Krzysztof Zabinski
2018 — ch.
Ranking-Based Rule Classifier Optimisation.
Advances in Feature Selection for Data and Pattern Recognition
Urszula Stanczyk
2017 — conf
Evaluating Importance for Numbers of Bins in Discretised Learning and Test Sets.
KES-IDT (1)
Urszula Stanczyk
2017 C conf
Filtering Decision Rules with Continuous Attributes Governed by Discretisation.
ISMIS
Urszula Stanczyk
2017 — conf
On Combining Discretisation Parameters and Attribute Ranking for Selection of Decision Rules.
IJCRS (1)
Urszula Stanczyk, Beata Zielosko
2016 — conf
Measuring Quality of Decision Rules Through Ranking of Conditional Attributes.
KES-IDT (1)
Urszula Stanczyk
2016 — conf
Weighting and Pruning of Decision Rules by Attributes and Attribute Rankings.
ISCIS
Urszula Stanczyk
2015 — ch.
Feature Evaluation by Filter, Wrapper, and Embedded Approaches.
Feature Selection for Data and Pattern Recognition
Urszula Stanczyk
2015 — ed.
Feature Selection for Data and Pattern Recognition
Feature Selection for Data and Pattern Recognition
Urszula Stanczyk, Lakhmi C. Jain
2015 — ch.
Feature Selection for Data and Pattern Recognition: An Introduction.
Feature Selection for Data and Pattern Recognition
Urszula Stanczyk, Lakhmi C. Jain
2015 J jnl
Ranking of characteristic features in combined wrapper approaches to selection.
Neural Comput. Appl.
Urszula Stanczyk
2015 J jnl
Selection of decision rules based on attribute ranking.
J. Intell. Fuzzy Syst.
Urszula Stanczyk
2015 — conf
The Class Imbalance Problem in Construction of Training Datasets for Authorship Attribution.
ICMMI
Urszula Stanczyk
2015 — ch.
Weighting of Features by Sequential Selection.
Feature Selection for Data and Pattern Recognition
Urszula Stanczyk
2014 — conf
Attribute Ranking Driven Filtering of Decision Rules.
RSEISP
Urszula Stanczyk
2014 B conf
RELIEF-based Selection of Decision Rules.
KES
Urszula Stanczyk
2013 J jnl
Decision rule length as a basis for evaluation of attribute relevance.
J. Intell. Fuzzy Syst.
Urszula Stanczyk
2013 — conf
Establishing Relevance of Characteristic Features for Authorship Attribution with ANN.
DEXA (2)
Urszula Stanczyk
2013 — conf
On Preference Order of DRSA Conditional Attributes for Computational Stylistics.
DEXA (2)
Urszula Stanczyk
2013 C conf
Relative Reduct-Based Estimation of Relevance for Stylometric Features.
ADBIS
Urszula Stanczyk
2013 — conf
Weighting of Attributes in an Embedded Rough Approach.
ICMMI
Urszula Stanczyk
2011 C conf
Application of DRSA-ANN Classifier in Computational Stylistics.
ISMIS
Urszula Stanczyk
2011 — ed.
Man-Machine Interactions 2, Proceedings of the 2nd International Conference on Man-Machine Interactions, ICMMI 2011, The Beskids, Poland, October 6-9, 2011
ICMMI
Tadeusz Czachórski, Stanislaw Kozielski, Urszula Stanczyk
2011 — conf
On Performance of DRSA-ANN Classifier.
HAIS (2)
Urszula Stanczyk
2011 — conf
Recognition of Author Gender for Literary Texts.
ICMMI
Urszula Stanczyk
2011 — conf
Reduct-Based Analysis of Decision Algorithms: Application in Computational Stylistics.
HAIS (2)
Urszula Stanczyk
2011 — conf
Rule-Based Approach to Computational Stylistics.
SIIS
Urszula Stanczyk
2010 — conf
DRSA Decision Algorithm Analysis in Stylometric Processing of Literary Texts.
RSCTC
Urszula Stanczyk
2010 — conf
Rough Set-Based Analysis of Characteristic Features for ANN Classifier.
HAIS (1)
Urszula Stanczyk
2009 — ch.
Dominance-Based Rough Set Approach Employed in Search of Authorial Invariants.
Computer Recognition Systems 3
Urszula Stanczyk
2009 — ed.
Man-Machine Interactions, Proceedings of the first International Conference on Man-Machine Interactions, ICMMI 2009, The Beskids, Poland, September 25-27, 2009
ICMMI
Krzysztof A. Cyran, Stanislaw Kozielski, James F. Peters, Urszula Stanczyk, Alicja Wakulicz-Deja
2009 — conf
Relative Reduct-Based Selection of Features for ANN Classifier.
ICMMI
Urszula Stanczyk
2007 — conf
Indiscernibility Relation for Continuous Attributes: Application in Image Recognition.
RSEISP
Krzysztof A. Cyran, Urszula Stanczyk