Beata Zielosko

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 32

Top Topics

Greedy Heuristics

Characteristic Features

Greedy Algorithm

Comparative Study

Top Venues

Fundam. Informaticae

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)
Beata Zielosko, Mikhail Moshkov, Anna Glid, Evans Teiko Tetteh
Decision Rules Induced From Sets of Decision Trees. KES (2023)
Beata Zielosko, Evans Teiko Tetteh, Diana Hunchak
Multi-heuristic Induction of Decision Rules. IJCRS (2023)
Agata Hilarowicz, Beata Zielosko, Malgorzata Mysliwiec
The Employers' Expectations Towards Students' Competencies In The Framework Of Digital Transformation Processes. KES (2023)
Krzysztof Zabinski, Beata Zielosko
Improved EAV-Based Algorithm for Decision Rules Construction. Entropy 25 (1) (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)
Mikhail Moshkov, Beata Zielosko, Evans Teiko Tetteh
Common Association Rules for Dispersed Information Systems. KES (2022)
Beata Zielosko, Evans Teiko Tetteh
Application of selected heuristics in associative classification task. KES (2022)
Mikhail Moshkov, Beata Zielosko, Evans Teiko Tetteh, Anna Glid
Learning Decision Rules from Sets of Decision Trees. ISD (2022)
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov, Beata Zielosko
Greedy Algorithms for Decision Trees with Hypotheses. CoRR (2022)
Beata Zielosko, Urszula Stanczyk, Krzysztof Zabinski
Ranking of attributes - comparative study based on data from stylometric domain. KES (2022)
Mikhail Moshkov, Beata Zielosko, Evans Teiko Tetteh
Selected Data Mining Tools for Data Analysis in Distributed Environment. Entropy 24 (10) (2022)
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov, Beata Zielosko
Decision Trees with Hypotheses for Recognition of Monotone Boolean Functions and for Sorting. CoRR (2022)
Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov, Beata Zielosko
Decision Rules Derived from Optimal Decision Trees with Hypotheses. Entropy 23 (12) (2021)
Beata Zielosko, Krzysztof Zabinski
Selected approaches for decision rules construction-comparative study. KES (2021)
Beata Zielosko, Urszula Stanczyk
Condition attributes, properties of decision rules, and discretisation: Analysis of relations and dependencies. KES (2021)
Krzysztof Zabinski, Beata Zielosko
Decision Rules Construction: Algorithm Based on EAV Model. Entropy 23 (1) (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)
Urszula Stanczyk, Beata Zielosko
Assessing quality of decision reducts. KES (2020)
Urszula Stanczyk, Beata Zielosko
On Approaches to Discretisation of Stylometric Data and Conflict Resolution in Decision Making. KES (2019)
Fawaz Alsolami, Talha Amin, Mikhail Moshkov, Beata Zielosko, Krzysztof Zabinski
Comparison of Heuristics for Optimization of Association Rules. Fundam. Informaticae 166 (1) (2019)
Urszula Stanczyk, Beata Zielosko, Krzysztof Zabinski
Application of Greedy Heuristics for Feature Characterisation and Selection: A Case Study in Stylometric Domain. IJCSR (2018)
Beata Zielosko, Krzysztof Zabinski
Optimization of Approximate Decision Rules Relative to Length. BDAS (2018)
Beata Zielosko
Optimization of Exact Decision Rules Relative to Length. KES-IDT (1) (2017)
Urszula Stanczyk, Beata Zielosko
On Combining Discretisation Parameters and Attribute Ranking for Selection of Decision Rules. IJCRS (1) (2017)
Mohammad Azad, Mikhail Ju. Moshkov, Beata Zielosko
Greedy Algorithm for the Construction of Approximate Decision Rules for Decision Tables with Many-Valued Decisions. Trans. Rough Sets 20 (2016)
Beata Zielosko
Application of Dynamic Programming Approach to Optimization of Association Rules Relative to Coverage and Length. Fundam. Informaticae 148 (1-2) (2016)
Fawaz Alsolami, Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
Dynamic Programming Approach for Construction of Association Rule Systems. Fundam. Informaticae 147 (2-3) (2016)
Beata Zielosko, Marek Robaszkiewicz
Greedy Algorithm for Optimization of Association Rules Relative to Length. KES-IDT (1) (2016)
Beata Zielosko
Optimization of Decision Rules Relative to Coverage - Comparison of Greedy and Modified Dynamic Programming Approaches. ICMMI (2015)
Beata Zielosko
Global Optimization of Exact Association Rules Relative to Length. CS&P (2015)
Fawaz Alsolami, Talha Amin, Mikhail Moshkov, Beata Zielosko
Comparison of Heuristics for Optimization of Association Rules. CS&P (2015)
Mohammad Azad, Igor Chikalov, Mikhail Ju. Moshkov, Beata Zielosko
Three Approaches to Deal with Tests for Inconsistent Decision Tables - Comparative Study. Trans. Rough Sets 19 (2015)
Beata Zielosko
Global Optimization of Exact Association Rules Relative to Coverage. PReMI (2015)
Fawaz Alsolami, Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
Dynamic Programming Approach for Construction of Association Rule Systems. CS&P (2015)
Beata Zielosko
Optimization of Inhibitory Decision Rules Relative to Coverage - Comparative Study. BDAS (2015)
Beata Zielosko
Sequential Optimization of γ-Decision Rules Relative to Length, Coverage and Number of Misclassifications. Trans. Rough Sets 19 (2015)
Beata Zielosko
Optimization of Decision Rules Relative to Coverage - Comparative Study. RSEISP (2014)
Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
Relationships Between Length and Coverage of Decision Rules. Fundam. Informaticae 129 (1-2) (2014)
Beata Zielosko
Optimization of Approximate Decision Rules Relative to Coverage. BDAS (2014)
Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
Classifiers Based on Optimal Decision Rules. Fundam. Informaticae 127 (1-4) (2013)
Mohammad Azad, Beata Zielosko, Mikhail Moshkov, Igor Chikalov
Decision Rules, Trees and Tests for Tables with Many-valued Decisions-comparative Study. KES (2013)
Mohammad Azad, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
A Greedy Algorithm for Construction of Decision Trees for Tables with Many-Valued Decisions - A Comparative Study. Fundam. Informaticae 128 (1-2) (2013)
Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
Dynamic programming approach to optimization of approximate decision rules. Inf. Sci. 221 (2013)
Abdulaziz Alkhalid, Talha Amin, Igor Chikalov, Shahid Hussain, Mikhail Moshkov, Beata Zielosko
Optimization and analysis of decision trees and rules: dynamic programming approach. Int. J. Gen. Syst. 42 (6) (2013)
Fawaz Alsolami, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
Optimization of Approximate Inhibitory Rules Relative to Number of Misclassifications. KES (2013)
Fawaz Alsolami, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
Optimization of Inhibitory Decision Rules Relative to Length and Coverage. RSKT (2012)
Beata Zielosko
Sequential Optimization of γ-Decision Rules. FedCSIS (2012)
Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
Dynamic Programming Approach for Partial Decision Rule Optimization. Fundam. Informaticae 119 (3-4) (2012)
Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
Optimization of Approximate Decision Rules Relative to Number of Misclassifications. KES (2012)
Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
Relationships Between Length and Coverage of Exact Decision Rules. CS&P (2012)
Talha Amin, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
Optimization of Approximate Decision Rules Relative to Number of Misclassifications: Comparison of Greedy and Dynamic Programming Approaches. KES (Selected Papers) (2012)
Mohammad Azad, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
Greedy Algorithm for Construction of Decision Trees for Tables with Many-Valued Decisions. CS&P (2012)
Mohammad Azad, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
Greedy Algorithms for Construction of Approximate Tests for Decision Tables with Many-Valued Decisions. Fundam. Informaticae 120 (3-4) (2012)
Mohammad Azad, Igor Chikalov, Mikhail Moshkov, Beata Zielosko
Tests for Decision Tables with Many-Valued Decisions - Comparative Study. FedCSIS (2012)
Igor Chikalov, Beata Zielosko
Decision Rules for Decision Tables with Many-Valued Decisions. RSKT (2011)
Igor Chikalov, Mikhail Moshkov, Beata Zielosko
Online Learning Algorithm for Ensemble of Decision Rules. RSFDGrC (2011)
Mikhail Moshkov, Beata Zielosko
Construction of α-Decision Trees for Tables with Many-Valued Decisions. RSKT (2011)
Igor Chikalov, Mikhail Moshkov, Beata Zielosko
Upper Bounds on Minimum Cardinality of Exact and Approximate Reducts. RSCTC (2010)
Mikhail Ju. Moshkov, Marcin Piliszczuk, Beata Zielosko
On Construction of Partial Association Rules. RSKT (2009)
Mikhail Ju. Moshkov, Marcin Piliszczuk, Beata Zielosko
Greedy Algorithm for Construction of Partial Association Rules. Fundam. Informaticae 92 (3) (2009)
Agnieszka Nowak, Beata Zielosko
Clustering of Partial Decision Rules. ICMMI (2009)
Mikhail Ju. Moshkov, Marcin Piliszczuk, Beata Zielosko
Greedy Algorithms with Weights for Construction of Partial Association Rules. Fundam. Informaticae 94 (1) (2009)
Mikhail Ju. Moshkov, Marcin Piliszczuk, Beata Zielosko
On Construction of Partial Association Rules with Weights. ICMMI (2009)
Mikhail Ju. Moshkov, Marcin Piliszczuk, Beata Zielosko
On Partial Covers, Reducts and Decision Rules. Trans. Rough Sets 8 (2008)
Beata Zielosko, Marcin Piliszczuk
Greedy Algorithm for Attribute Reduction. Fundam. Informaticae 85 (1-4) (2008)
Mikhail Ju. Moshkov, Marcin Piliszczuk, Beata Zielosko
Universal Problem of Attribute Reduction. Trans. Rough Sets 9 (2008)
Mikhail Ju. Moshkov, Marcin Piliszczuk, Beata Zielosko
On Construction of Partial Reducts and Irreducible Partial Decision Rules. Fundam. Informaticae 75 (1-4) (2007)
Mikhail Ju. Moshkov, Marcin Piliszczuk, Beata Zielosko
Universal Attribute Reduction Problem. RSEISP (2007)
Mikhail Ju. Moshkov, Marcin Piliszczuk, Beata Zielosko
On Partial Covers, Reducts and Decision Rules with Weights. Trans. Rough Sets 6 (2007)
Mikhail Ju. Moshkov, Marcin Piliszczuk, Beata Zielosko
Lower Bounds on Minimal Weight of Partial Reducts and Partial Decision Rules. RSKT (2006)
Mikhail Ju. Moshkov, Marcin Piliszczuk, Beata Zielosko
On Greedy Algorithms with Weights for Construction of Partial Covers. Intelligent Information Systems (2006)
Beata Zielosko, Alicja Wakulicz-Deja
Intelligent Data Processing in Distributed Internet Applications. Intelligent Information Systems (2005)
Beata Zielosko, Andrzej Jan Dyszkiewicz
Intelligent Medical Systems on Internet Technologies Platform. MSRAS (2004)