Beata Zielosko

About Beata Zielosko

Beata Zielosko, With an exceptional h-index of 17 and a recent h-index of 11 (since 2020), a distinguished researcher at Uniwersytet Slaski w Katowicach, specializes in the field of rough sets, data mining, decision and association rules.

His recent articles reflect a diverse array of research interests and contributions to the field:

Multi-heuristic Induction of Decision Rules

Full Paper: Going Deeper than Supervised Discretisation in Processing of Stylometric Features

Filtering Decision Rules Driven by Sequential Forward and Backward Selection of Attributes: An Illustrative Example in Stylometric Domain

Attribute Relevance and Discretisation in Knowledge Discovery: A Study in Stylometric Domain

Improved EAV-Based Algorithm for Decision Rules Construction

The Employers’ Expectations Towards Students’ Competencies In The Framework Of Digital Transformation Processes

Decision Rules Induced From Sets of Decision Trees

Selected data mining tools for data analysis in distributed environment

Beata Zielosko Information

University

Position

___

Citations(all)

1097

Citations(since 2020)

473

Cited By

1991

hIndex(all)

17

hIndex(since 2020)

11

i10Index(all)

31

i10Index(since 2020)

16

Email

University Profile Page

Google Scholar

Beata Zielosko Skills & Research Interests

rough sets

data mining

decision and association rules

Top articles of Beata Zielosko

Title

Journal

Author(s)

Publication Date

Multi-heuristic Induction of Decision Rules

Beata Zielosko

Evans Teiko Tetteh

Diana Hunchak

2023/10/5

Full Paper: Going Deeper than Supervised Discretisation in Processing of Stylometric Features

Urszula Stanczyk

Beata Zielosko

Grzegorz Baron

2023

Filtering Decision Rules Driven by Sequential Forward and Backward Selection of Attributes: An Illustrative Example in Stylometric Domain

Beata Zielosko

Urszula Stańczyk

Kamil Jabloński

2023/9/17

Attribute Relevance and Discretisation in Knowledge Discovery: A Study in Stylometric Domain

Urszula Stańczyk

Beata Zielosko

Grzegorz Baron

2023/6/26

Improved EAV-Based Algorithm for Decision Rules Construction

Entropy

Krzysztof Żabiński

Beata Zielosko

2023/1/2

The Employers’ Expectations Towards Students’ Competencies In The Framework Of Digital Transformation Processes

Procedia Computer Science

Agata Hilarowicz

Beata Zielosko

Małgorzata Myśliwiec

2023/1/1

Decision Rules Induced From Sets of Decision Trees

Procedia Computer Science

Beata Zielosko

Mikhail Moshkov

Anna Glid

Evans Teiko Tetteh

2023/1/1

Selected data mining tools for data analysis in distributed environment

Entropy

Mikhail Moshkov

Beata Zielosko

Evans Teiko Tetteh

2022/10/1

Common association rules for dispersed information systems

Procedia Computer Science

Mikhail Moshkov

Beata Zielosko

Evans Teiko Tetteh

2022/1/1

Construction of Optimal Decision Trees and Deriving Decision Rules from Them

Mohammad Azad

Igor Chikalov

Shahid Hussain

Mikhail Moshkov

Beata Zielosko

2022/11/19

Learning decision rules from sets of decision trees

Mikhail Moshkov

Beata Zielosko

Evans Teiko Tetteh

Anna Glid

2022/9/19

Main Notions

Mohammad Azad

Igor Chikalov

Shahid Hussain

Mikhail Moshkov

Beata Zielosko

2022/11/19

Infinite Families of Concepts

Mohammad Azad

Igor Chikalov

Shahid Hussain

Mikhail Moshkov

Beata Zielosko

2022/11/19

Greedy algorithms for decision trees with hypotheses

arXiv preprint arXiv:2203.08848

Mohammad Azad

Igor Chikalov

Shahid Hussain

Mikhail Moshkov

Beata Zielosko

2022/3/16

Decision trees with hypotheses for recognition of monotone Boolean functions and for sorting

Mohammad Azad

Igor Chikalov

Shahid Hussain

Mikhail Moshkov

Beata Zielosko

2022/11/19

Dynamic Programming Algorithms for Minimization of Decision Tree Complexity

Mohammad Azad

Igor Chikalov

Shahid Hussain

Mikhail Moshkov

Beata Zielosko

2022/11/19

Application of selected heuristics in associative classification task

Procedia Computer Science

Beata Zielosko

Evans Teiko Tetteh

2022/1/1

Decision Trees with Hypotheses

Mohammad Azad

Igor Chikalov

Shahid Hussain

Mikhail Moshkov

Beata Zielosko

2022/11/18

Greedy Algorithms for Construction of Decision Trees with Hypotheses

Mohammad Azad

Igor Chikalov

Shahid Hussain

Mikhail Moshkov

Beata Zielosko

2022/11/19

Ranking of attributes—Comparative study based on data from stylometric domain

Procedia Computer Science

Beata Zielosko

Urszula Stańczyk

Krzysztof Żabiński

2022/1/1

See List of Professors in Beata Zielosko University(Uniwersytet Slaski w Katowicach)

Co-Authors

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