Beata Zielosko

100 papers B 17C 3Journal 32Unranked 38
YearRankTypeTitle / Venue / Authors
2026 J jnl
The Landscape of Generative AI in Information Systems: A Synthesis of Secondary Reviews and Research Agendas.
CoRR
Aleksander Jarzebowicz, Adam Przybylek, Jacinto Estima, Yen Ying Ng, Jakub Swacha, Beata Zielosko, Lech Madeyski, Noel Carroll, Kai-Kristian Kemell, Bartosz Marcinkowski, Alberto Rodrigues da Silva, Viktoria Stray, Netta Iivari, Anh Nguyen-Duc, Jorge Melegati, Boris Delibasic, Emilio Insfrán
2025 — conf
Decision-Making of Homogeneous Multiple Classifiers Based on Attribute Characterisation by Discretisation.
ICCS (Workshops 4)
Urszula Stanczyk, Beata Zielosko, Grzegorz Baron
2025 J jnl
Exploiting Data Distribution: A Multi-Ranking Approach.
Entropy
Beata Zielosko, Kamil Jablonski, Anton Dmytrenko
2025 — conf
Feature Evaluation Through Decision Trees Structure.
ISD
Beata Zielosko, Urszula Stanczyk, Kamil Jablonski, Mikhail Moshkov
2025 B conf
Optimization of Decision Rules Derived from Random Forest.
KES
Evans Teiko Tetteh, Beata Zielosko
2025 J jnl
Optimization of inner and general rules.
Inf. Sci.
Beata Zielosko, Mikhail Moshkov, Evans Teiko Tetteh
2025 — conf
Preserving Informative Content of Condition Attributes in Data Transformations for CRSA.
ICCS (Workshops 4)
Urszula Stanczyk, Beata Zielosko, Grzegorz Baron
2024 B conf
Algorithm A for distributed data Classification.
KES
Evans Teiko Tetteh, Beata Zielosko
2024 — conf
Construction of Features Ranking - Global Approach.
ISD
Beata Zielosko, Urszula Stanczyk, Kamil Jablonski
2024 J jnl
Greedy Algorithm for Deriving Decision Rules from Decision Tree Ensembles.
Entropy
Evans Teiko Tetteh, Beata Zielosko
2024 J jnl
Importance of Characteristic Features and Their Form for Data Exploration.
Entropy
Urszula Stanczyk, Beata Zielosko, Grzegorz Baron
2024 B conf
Selected Methods of Feature Selection - Medical Case Study.
KES
Beata Zielosko, Anton Dmytrenko
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 B conf
Decision Rules Induced From Sets of Decision Trees.
KES
Beata Zielosko, Mikhail Moshkov, Anna Glid, Evans Teiko Tetteh
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 J jnl
Improved EAV-Based Algorithm for Decision Rules Construction.
Entropy
Krzysztof Zabinski, Beata Zielosko
2023 — conf
Multi-heuristic Induction of Decision Rules.
IJCRS
Beata Zielosko, Evans Teiko Tetteh, Diana Hunchak
2023 B conf
The Employers' Expectations Towards Students' Competencies In The Framework Of Digital Transformation Processes.
KES
Agata Hilarowicz, Beata Zielosko, Malgorzata Mysliwiec
2022 B conf
Application of selected heuristics in associative classification task.
KES
Beata Zielosko, Evans Teiko Tetteh
2022 B conf
Common Association Rules for Dispersed Information Systems.
KES
Mikhail Moshkov, Beata Zielosko, Evans Teiko Tetteh
2022 J jnl
Decision Trees with Hypotheses for Recognition of Monotone Boolean Functions and for Sorting.
CoRR
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov, Beata Zielosko
2022 J jnl
Greedy Algorithms for Decision Trees with Hypotheses.
CoRR
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov, Beata Zielosko
2022 — conf
Learning Decision Rules from Sets of Decision Trees.
ISD
Mikhail Moshkov, Beata Zielosko, Evans Teiko Tetteh, Anna Glid
2022 B conf
Ranking of attributes - comparative study based on data from stylometric domain.
KES
Beata Zielosko, Urszula Stanczyk, Krzysztof Zabinski
2022 J jnl
Selected Data Mining Tools for Data Analysis in Distributed Environment.
Entropy
Mikhail Moshkov, Beata Zielosko, Evans Teiko Tetteh
2021 B conf
Condition attributes, properties of decision rules, and discretisation: Analysis of relations and dependencies.
KES
Beata Zielosko, Urszula Stanczyk
2021 J jnl
Decision Rules Construction: Algorithm Based on EAV Model.
Entropy
Krzysztof Zabinski, Beata Zielosko
2021 J jnl
Decision Rules Derived from Optimal Decision Trees with Hypotheses.
Entropy
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov, Beata Zielosko
2021 B conf
Selected approaches for decision rules construction-comparative study.
KES
Beata Zielosko, Krzysztof Zabinski
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
Reduct-based ranking of attributes.
KES
Beata Zielosko, Urszula Stanczyk
2019 J jnl
Comparison of Heuristics for Optimization of Association Rules.
Fundam. Informaticae
Fawaz Alsolami, Talha Amin, Mikhail Moshkov, Beata Zielosko, Krzysztof Zabinski
2019 B conf
On Approaches to Discretisation of Stylometric Data and Conflict Resolution in Decision Making.
KES
Urszula Stanczyk, Beata Zielosko
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 — conf
Optimization of Approximate Decision Rules Relative to Length.
BDAS
Beata Zielosko, Krzysztof Zabinski
2018 — ch.
Optimization of Decision Rules Relative to Length Based on Modified Dynamic Programming Approach.
Advances in Feature Selection for Data and Pattern Recognition
Beata Zielosko, Krzysztof Zabinski
2017 — conf
On Combining Discretisation Parameters and Attribute Ranking for Selection of Decision Rules.
IJCRS (1)
Urszula Stanczyk, Beata Zielosko
2017 — conf
Optimization of Exact Decision Rules Relative to Length.
KES-IDT (1)
Beata Zielosko
2017 — ed.
Rough Sets - International Joint Conference, IJCRS 2017, Olsztyn, Poland, July 3-7, 2017, Proceedings, Part I
IJCRS (1)
Lech Polkowski, Yiyu Yao, Piotr Artiemjew, Davide Ciucci, Dun Liu, Dominik Slezak, Beata Zielosko
2017 — ed.
Rough Sets - International Joint Conference, IJCRS 2017, Olsztyn, Poland, July 3-7, 2017, Proceedings, Part II
IJCRS (2)
Lech Polkowski, Yiyu Yao, Piotr Artiemjew, Davide Ciucci, Dun Liu, Dominik Slezak, Beata Zielosko
2016 J jnl
Application of Dynamic Programming Approach to Optimization of Association Rules Relative to Coverage and Length.
Fundam. Informaticae
Beata Zielosko
2016 J jnl
Dynamic Programming Approach for Construction of Association Rule Systems.
Fundam. Informaticae
Fawaz Alsolami, Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2016 — conf
Greedy Algorithm for Optimization of Association Rules Relative to Length.
KES-IDT (1)
Beata Zielosko, Marek Robaszkiewicz
2016 J jnl
Greedy Algorithm for the Construction of Approximate Decision Rules for Decision Tables with Many-Valued Decisions.
Trans. Rough Sets
Mohammad Azad, Mikhail Ju. Moshkov, Beata Zielosko
2015 — conf
Comparison of Heuristics for Optimization of Association Rules.
CS&P
Fawaz Alsolami, Talha Amin, Mikhail Moshkov, Beata Zielosko
2015 — conf
Dynamic Programming Approach for Construction of Association Rule Systems.
CS&P
Fawaz Alsolami, Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2015 — conf
Global Optimization of Exact Association Rules Relative to Coverage.
PReMI
Beata Zielosko
2015 — conf
Global Optimization of Exact Association Rules Relative to Length.
CS&P
Beata Zielosko
2015 — conf
Optimization of Decision Rules Relative to Coverage - Comparison of Greedy and Modified Dynamic Programming Approaches.
ICMMI
Beata Zielosko
2015 — conf
Optimization of Inhibitory Decision Rules Relative to Coverage - Comparative Study.
BDAS
Beata Zielosko
2015 J jnl
Sequential Optimization of γ-Decision Rules Relative to Length, Coverage and Number of Misclassifications.
Trans. Rough Sets
Beata Zielosko
2015 J jnl
Three Approaches to Deal with Tests for Inconsistent Decision Tables - Comparative Study.
Trans. Rough Sets
Mohammad Azad, Igor Chikalov, Mikhail Ju. Moshkov, Beata Zielosko
2014 — conf
Optimization of Approximate Decision Rules Relative to Coverage.
BDAS
Beata Zielosko
2014 — ch.
Optimization of Decision Rules Based on Dynamic Programming Approach.
Innovations in Intelligent Machines (4)
Beata Zielosko, Igor Chikalov, Mikhail Moshkov, Talha Amin
2014 — conf
Optimization of Decision Rules Relative to Coverage - Comparative Study.
RSEISP
Beata Zielosko
2014 J jnl
Relationships Between Length and Coverage of Decision Rules.
Fundam. Informaticae
Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2013 J jnl
A Greedy Algorithm for Construction of Decision Trees for Tables with Many-Valued Decisions - A Comparative Study.
Fundam. Informaticae
Mohammad Azad, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2013 J jnl
Classifiers Based on Optimal Decision Rules.
Fundam. Informaticae
Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2013 B conf
Decision Rules, Trees and Tests for Tables with Many-valued Decisions-comparative Study.
KES
Mohammad Azad, Beata Zielosko, Mikhail Moshkov, Igor Chikalov
2013 — ch.
Dynamic Programming Approach for Exact Decision Rule Optimization.
Rough Sets and Intelligent Systems (1)
Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2013 J jnl
Dynamic programming approach to optimization of approximate decision rules.
Inf. Sci.
Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2013 J jnl
Optimization and analysis of decision trees and rules: dynamic programming approach.
Int. J. Gen. Syst.
Abdulaziz Alkhalid, Talha Amin, Igor Chikalov, Shahid Hussain, Mikhail Moshkov, Beata Zielosko
2013 B conf
Optimization of Approximate Inhibitory Rules Relative to Number of Misclassifications.
KES
Fawaz Alsolami, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2013 — book
Three Approaches to Data Analysis - Test Theory, Rough Sets and Logical Analysis of Data
Igor Chikalov, Vadim V. Lozin, Irina Lozina, Mikhail Moshkov, Hung Son Nguyen, Andrzej Skowron, Beata Zielosko
2012 J jnl
Dynamic Programming Approach for Partial Decision Rule Optimization.
Fundam. Informaticae
Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2012 — conf
Greedy Algorithm for Construction of Decision Trees for Tables with Many-Valued Decisions.
CS&P
Mohammad Azad, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2012 J jnl
Greedy Algorithms for Construction of Approximate Tests for Decision Tables with Many-Valued Decisions.
Fundam. Informaticae
Mohammad Azad, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2012 B conf
Optimization of Approximate Decision Rules Relative to Number of Misclassifications.
KES
Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2012 — conf
Optimization of Approximate Decision Rules Relative to Number of Misclassifications: Comparison of Greedy and Dynamic Programming Approaches.
KES (Selected Papers)
Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2012 — conf
Optimization of Inhibitory Decision Rules Relative to Length and Coverage.
RSKT
Fawaz Alsolami, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2012 — conf
Relationships Between Length and Coverage of Exact Decision Rules.
CS&P
Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2012 C conf
Sequential Optimization of γ-Decision Rules.
FedCSIS
Beata Zielosko
2012 C conf
Tests for Decision Tables with Many-Valued Decisions - Comparative Study.
FedCSIS
Mohammad Azad, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2011 — book
Combinatorial Machine Learning - A Rough Set Approach
Mikhail Moshkov, Beata Zielosko
2011 — conf
Construction of α-Decision Trees for Tables with Many-Valued Decisions.
RSKT
Mikhail Moshkov, Beata Zielosko
2011 — conf
Decision Rules for Decision Tables with Many-Valued Decisions.
RSKT
Igor Chikalov, Beata Zielosko
2011 — conf
Online Learning Algorithm for Ensemble of Decision Rules.
RSFDGrC
Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2010 — conf
Upper Bounds on Minimum Cardinality of Exact and Approximate Reducts.
RSCTC
Igor Chikalov, Mikhail Moshkov, Beata Zielosko
2009 — conf
Clustering of Partial Decision Rules.
ICMMI
Agnieszka Nowak, Beata Zielosko
2009 J jnl
Greedy Algorithm for Construction of Partial Association Rules.
Fundam. Informaticae
Mikhail Ju. Moshkov, Marcin Piliszczuk, Beata Zielosko
2009 J jnl
Greedy Algorithms with Weights for Construction of Partial Association Rules.
Fundam. Informaticae
Mikhail Ju. Moshkov, Marcin Piliszczuk, Beata Zielosko
2009 — conf
On Construction of Partial Association Rules with Weights.
ICMMI
Mikhail Ju. Moshkov, Marcin Piliszczuk, Beata Zielosko
2009 — conf
On Construction of Partial Association Rules.
RSKT
Mikhail Ju. Moshkov, Marcin Piliszczuk, Beata Zielosko
2008 J jnl
Greedy Algorithm for Attribute Reduction.
Fundam. Informaticae
Beata Zielosko, Marcin Piliszczuk
2008 J jnl
On Partial Covers, Reducts and Decision Rules.
Trans. Rough Sets
Mikhail Ju. Moshkov, Marcin Piliszczuk, Beata Zielosko
2008 — book
Partial Covers, Reducts and Decision Rules in Rough Sets - Theory and Applications
Mikhail Ju. Moshkov, Marcin Piliszczuk, Beata Zielosko
2008 J jnl
Universal Problem of Attribute Reduction.
Trans. Rough Sets
Mikhail Ju. Moshkov, Marcin Piliszczuk, Beata Zielosko
2007 J jnl
On Construction of Partial Reducts and Irreducible Partial Decision Rules.
Fundam. Informaticae
Mikhail Ju. Moshkov, Marcin Piliszczuk, Beata Zielosko
2007 J jnl
On Partial Covers, Reducts and Decision Rules with Weights.
Trans. Rough Sets
Mikhail Ju. Moshkov, Marcin Piliszczuk, Beata Zielosko
2007 — conf
Universal Attribute Reduction Problem.
RSEISP
Mikhail Ju. Moshkov, Marcin Piliszczuk, Beata Zielosko
2006 — conf
Lower Bounds on Minimal Weight of Partial Reducts and Partial Decision Rules.
RSKT
Mikhail Ju. Moshkov, Marcin Piliszczuk, Beata Zielosko
2006 — conf
On Greedy Algorithms with Weights for Construction of Partial Covers.
Intelligent Information Systems
Mikhail Ju. Moshkov, Marcin Piliszczuk, Beata Zielosko
2005 — conf
Intelligent Data Processing in Distributed Internet Applications.
Intelligent Information Systems
Beata Zielosko, Alicja Wakulicz-Deja
2004 — conf
Intelligent Medical Systems on Internet Technologies Platform.
MSRAS
Beata Zielosko, Andrzej Jan Dyszkiewicz