Beata Zielosko

Grzegorz Baron

Proceedings of the Computational Science - ICCS 2023, 2023

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

[BibT_eX]

[DOI]

Kamil Jablonski

Proceedings of the 18th Conference on Computer Science and Intelligence Systems, 2023

2022

Selected Data Mining Tools for Data Analysis in Distributed Environment.

[BibT_eX]

[DOI]

Evans Teiko Tetteh

Entropy, 2022

Decision Trees with Hypotheses for Recognition of Monotone Boolean Functions and for Sorting.

[BibT_eX]

[DOI]

CoRR, 2022

Greedy Algorithms for Decision Trees with Hypotheses.

[BibT_eX]

[DOI]

CoRR, 2022

Application of selected heuristics in associative classification task.

[BibT_eX]

[DOI]

Evans Teiko Tetteh

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

Ranking of attributes - comparative study based on data from stylometric domain.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

Common Association Rules for Dispersed Information Systems.

[BibT_eX]

[DOI]

Evans Teiko Tetteh

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

Learning Decision Rules from Sets of Decision Trees.

[BibT_eX]

[DOI]

Proceedings of the Information Systems Development: Artificial Intelligence for Information Systems Development and Operations (ISD2022 Proceedings), Cluj-Napoca, Romania, 31 August, 2022

2021

Decision Rules Construction: Algorithm Based on EAV Model.

[BibT_eX]

[DOI]

Entropy, 2021

Decision Rules Derived from Optimal Decision Trees with Hypotheses.

[BibT_eX]

[DOI]

Entropy, 2021

Selected approaches for decision rules construction-comparative study.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

Condition attributes, properties of decision rules, and discretisation: Analysis of relations and dependencies.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

2020

Heuristic-based feature selection for rough set approach.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2020

Reduct-based ranking of attributes.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

Assessing quality of decision reducts.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

2019

Comparison of Heuristics for Optimization of Association Rules.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2019

On Approaches to Discretisation of Stylometric Data and Conflict Resolution in Decision Making.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 23rd International Conference KES-2019, 2019

2018

Optimization of Decision Rules Relative to Length Based on Modified Dynamic Programming Approach.

[BibT_eX]

[DOI]

Proceedings of the Advances in Feature Selection for Data and Pattern Recognition, 2018

Advances in Feature Selection for Data and Pattern Recognition: An Introduction.

[BibT_eX]

[DOI]

Lakhmi C. Jain

Proceedings of the Advances in Feature Selection for Data and Pattern Recognition, 2018

Application of Greedy Heuristics for Feature Characterisation and Selection: A Case Study in Stylometric Domain.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets - International Joint Conference, 2018

Optimization of Approximate Decision Rules Relative to Length.

[BibT_eX]

[DOI]

Proceedings of the Beyond Databases, Architectures and Structures. Facing the Challenges of Data Proliferation and Growing Variety, 2018

2017

On Combining Discretisation Parameters and Attribute Ranking for Selection of Decision Rules.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets - International Joint Conference, 2017

Optimization of Exact Decision Rules Relative to Length.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Decision Technologies 2017 - Proceedings of the 9th KES International Conference on Intelligent Decision Technologies (KES-IDT 2017), 2017

2016

Greedy Algorithm for the Construction of Approximate Decision Rules for Decision Tables with Many-Valued Decisions.

[BibT_eX]

[DOI]

Mohammad Azad

Trans. Rough Sets, 2016

Application of Dynamic Programming Approach to Optimization of Association Rules Relative to Coverage and Length.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2016

Dynamic Programming Approach for Construction of Association Rule Systems.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2016

Greedy Algorithm for Optimization of Association Rules Relative to Length.

[BibT_eX]

[DOI]

Marek Robaszkiewicz

Proceedings of the Intelligent Decision Technologies 2016 - Proceedings of the 8th KES International Conference on Intelligent Decision Technologies (KES-IDT 2016), 2016

2015

Sequential Optimization of γ-Decision Rules Relative to Length, Coverage and Number of Misclassifications.

[BibT_eX]

[DOI]

Trans. Rough Sets, 2015

Three Approaches to Deal with Tests for Inconsistent Decision Tables - Comparative Study.

[BibT_eX]

[DOI]

Trans. Rough Sets, 2015

Global Optimization of Exact Association Rules Relative to Coverage.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Machine Intelligence, 2015

Optimization of Decision Rules Relative to Coverage - Comparison of Greedy and Modified Dynamic Programming Approaches.

[BibT_eX]

[DOI]

Proceedings of the Man-Machine Interactions 4, 2015

Global Optimization of Exact Association Rules Relative to Length.

[BibT_eX]

[DOI]

Proceedings of the 24th International Workshop on Concurrency, 2015

Comparison of Heuristics for Optimization of Association Rules.

[BibT_eX]

[DOI]

Proceedings of the 24th International Workshop on Concurrency, 2015

Optimization of Inhibitory Decision Rules Relative to Coverage - Comparative Study.

[BibT_eX]

[DOI]

Proceedings of the Beyond Databases, Architectures and Structures, 2015

2014

Optimization of Decision Rules Based on Dynamic Programming Approach.

[BibT_eX]

[DOI]

Proceedings of the Innovations in Intelligent Machines-4, 2014

Relationships Between Length and Coverage of Decision Rules.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2014

Optimization of Decision Rules Relative to Coverage - Comparative Study.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets and Intelligent Systems Paradigms, 2014

Optimization of Approximate Decision Rules Relative to Coverage.

[BibT_eX]

[DOI]

Proceedings of the Beyond Databases, Architectures, and Structures, 2014

2013

Dynamic Programming Approach for Exact Decision Rule Optimization.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam, 2013

Three Approaches to Data Analysis - Test Theory, Rough Sets and Logical Analysis of Data

[BibT_eX]

[DOI]

Intelligent Systems Reference Library 41, Springer, ISBN: 978-3-642-28666-7, 2013

Dynamic programming approach to optimization of approximate decision rules.

[BibT_eX]

[DOI]

Inf. Sci., 2013

Optimization and analysis of decision trees and rules: dynamic programming approach.

[BibT_eX]

[DOI]

Int. J. Gen. Syst., 2013

A Greedy Algorithm for Construction of Decision Trees for Tables with Many-Valued Decisions - A Comparative Study.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2013

Classifiers Based on Optimal Decision Rules.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2013

Decision Rules, Trees and Tests for Tables with Many-valued Decisions-comparative Study.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2013

Optimization of Approximate Inhibitory Rules Relative to Number of Misclassifications.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2013

2012

Greedy Algorithms for Construction of Approximate Tests for Decision Tables with Many-Valued Decisions.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2012

Dynamic Programming Approach for Partial Decision Rule Optimization.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2012

Optimization of Inhibitory Decision Rules Relative to Length and Coverage.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets and Knowledge Technology - 7th International Conference, 2012

Optimization of Approximate Decision Rules Relative to Number of Misclassifications: Comparison of Greedy and Dynamic Programming Approaches.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Engineering, Machine Learning and Lattice Computing with Applications, 2012

Optimization of Approximate Decision Rules Relative to Number of Misclassifications.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

Optimization of β-Decision Rules Relative to Number of Misclassifications.

[BibT_eX]

[DOI]

Beata Marta Zielosko

Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2012

Length and Coverage of Inhibitory Decision Rules.

[BibT_eX]

[DOI]

Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2012

Sequential Optimization of γ-Decision Rules.

[BibT_eX]

[DOI]

Proceedings of the Federated Conference on Computer Science and Information Systems, 2012

Tests for Decision Tables with Many-Valued Decisions - Comparative Study.

[BibT_eX]

[DOI]

Proceedings of the Federated Conference on Computer Science and Information Systems, 2012

Greedy Algorithm for Construction of Decision Trees for Tables with Many-Valued Decisions.

[BibT_eX]

[DOI]

Proceedings of the 21th International Workshop on Concurrency, 2012

Relationships Between Length and Coverage of Exact Decision Rules.

[BibT_eX]

[DOI]

Proceedings of the 21th International Workshop on Concurrency, 2012

2011

Combinatorial Machine Learning - A Rough Set Approach

[BibT_eX]

[DOI]

Studies in Computational Intelligence 360, Springer, ISBN: 978-3-642-20994-9, 2011

Construction of α-Decision Trees for Tables with Many-Valued Decisions.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

Decision Rules for Decision Tables with Many-Valued Decisions.

[BibT_eX]

[DOI]

Igor Chikalov

Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

Online Learning Algorithm for Ensemble of Decision Rules.

[BibT_eX]

[DOI]

Igor Chikalov

Proceedings of the Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 2011

2010

Upper Bounds on Minimum Cardinality of Exact and Approximate Reducts.

[BibT_eX]

[DOI]

Igor Chikalov

Proceedings of the Rough Sets and Current Trends in Computing, 2010

2009

Greedy Algorithms with Weights for Construction of Partial Association Rules.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2009

Greedy Algorithm for Construction of Partial Association Rules.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2009

On Construction of Partial Association Rules.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets and Knowledge Technology, 4th International Conference, 2009

Clustering of Partial Decision Rules.

[BibT_eX]

[DOI]

Agnieszka Nowak

Proceedings of the Man-Machine Interactions, 2009

On Construction of Partial Association Rules with Weights.

[BibT_eX]

[DOI]

Proceedings of the Man-Machine Interactions, 2009

2008

Partial Covers, Reducts and Decision Rules in Rough Sets - Theory and Applications

[BibT_eX]

[DOI]

Studies in Computational Intelligence 145, Springer, ISBN: 978-3-540-69027-6, 2008

Universal Problem of Attribute Reduction.

[BibT_eX]

[DOI]

Trans. Rough Sets, 2008

On Partial Covers, Reducts and Decision Rules.

[BibT_eX]

[DOI]

Trans. Rough Sets, 2008

Greedy Algorithm for Attribute Reduction.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2008

2007

On Partial Covers, Reducts and Decision Rules with Weights.

[BibT_eX]

[DOI]

Trans. Rough Sets, 2007

On Construction of Partial Reducts and Irreducible Partial Decision Rules.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2007

Universal Attribute Reduction Problem.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets and Intelligent Systems Paradigms, International Conference, 2007

2006

Lower Bounds on Minimal Weight of Partial Reducts and Partial Decision Rules.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets and Knowledge Technology, First International Conference, 2006

On Greedy Algorithms with Weights for Construction of Partial Covers.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Information Processing and Web Mining, 2006

2005

Intelligent Data Processing in Distributed Internet Applications.

[BibT_eX]

[DOI]

Alicja Wakulicz-Deja

Proceedings of the Intelligent Information Processing and Web Mining, 2005

2004

Intelligent Medical Systems on Internet Technologies Platform.

[BibT_eX]

[DOI]