Urszula Stanczyk

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

How transformations of representation for input data can affect the properties of induced decision reducts and rules.

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[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

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

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[DOI]

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.

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[DOI]

Kamil Jablonski

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

2022

Pruning Decision Rules by Reduct-Based Weighting and Ranking of Features.

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[DOI]

Entropy, 2022

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

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[DOI]

Krzysztof Zabinski

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

On heterogeneity or sub-classes aspect in construction of stylometric input datasets.

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[DOI]

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

Evaluation of importance for condition attributes based on quality of decision reducts.

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[DOI]

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

Application of Rough Set-Based Characterisation of Attributes in Feature Selection and Reduction.

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[DOI]

Proceedings of the Advances in Selected Artificial Intelligence Areas, 2022

2021

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

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[DOI]

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

Weighting factor for attributes based on reduct cardinality.

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[DOI]

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

Standard vs. non-standard cross-validation: evaluation of performance in a space with structured distribution of datapoints.

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[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.

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[DOI]

Int. J. Approx. Reason., 2020

Reduct-based ranking of attributes.

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[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.

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[DOI]

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

Performance evaluation for ranking-based discretisation.

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[DOI]

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

2019

Weighting Attributes and Decision Rules Through Rankings and Discretisation Parameters.

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[DOI]

Proceedings of the Machine Learning Paradigms: Theory and Application, 2019

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

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[DOI]

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

On Unsupervised and Supervised Discretisation in Mining Stylometric Features.

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[DOI]

Proceedings of the Man-Machine Interactions 6, 2019

2018

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

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[DOI]

Lakhmi C. Jain

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

Ranking-Based Rule Classifier Optimisation.

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[DOI]

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.

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[DOI]

Krzysztof Zabinski

Proceedings of the Rough Sets - International Joint Conference, 2018

2017

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

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[DOI]

Proceedings of the Rough Sets - International Joint Conference, 2017

Evaluating Importance for Numbers of Bins in Discretised Learning and Test Sets.

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[DOI]

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

Filtering Decision Rules with Continuous Attributes Governed by Discretisation.

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[DOI]

Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017

2016

Measuring Quality of Decision Rules Through Ranking of Conditional Attributes.

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[DOI]

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

Weighting and Pruning of Decision Rules by Attributes and Attribute Rankings.

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[DOI]

Proceedings of the Computer and Information Sciences - 31st International Symposium, 2016

2015

Feature Selection for Data and Pattern Recognition: An Introduction.

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[DOI]

Lakhmi C. Jain

Proceedings of the Feature Selection for Data and Pattern Recognition, 2015

Weighting of Features by Sequential Selection.

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[DOI]

Proceedings of the Feature Selection for Data and Pattern Recognition, 2015

Feature Evaluation by Filter, Wrapper, and Embedded Approaches.

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[DOI]

Proceedings of the Feature Selection for Data and Pattern Recognition, 2015

Ranking of characteristic features in combined wrapper approaches to selection.

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[DOI]

Neural Comput. Appl., 2015

Selection of decision rules based on attribute ranking.

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[DOI]

J. Intell. Fuzzy Syst., 2015

The Class Imbalance Problem in Construction of Training Datasets for Authorship Attribution.

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[DOI]

Proceedings of the Man-Machine Interactions 4, 2015

2014

Attribute Ranking Driven Filtering of Decision Rules.

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[DOI]

Proceedings of the Rough Sets and Intelligent Systems Paradigms, 2014

RELIEF-based Selection of Decision Rules.

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[DOI]

Proceedings of the 18th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2014

2013

Decision rule length as a basis for evaluation of attribute relevance.

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[DOI]

J. Intell. Fuzzy Syst., 2013

Weighting of Attributes in an Embedded Rough Approach.

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[DOI]

Proceedings of the Man-Machine Interactions 3, 2013

On Preference Order of DRSA Conditional Attributes for Computational Stylistics.

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[DOI]

Proceedings of the Database and Expert Systems Applications, 2013

Establishing Relevance of Characteristic Features for Authorship Attribution with ANN.

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[DOI]

Proceedings of the Database and Expert Systems Applications, 2013

Relative Reduct-Based Estimation of Relevance for Stylometric Features.

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[DOI]

Proceedings of the Advances in Databases and Information Systems, 2013

2011

Application of DRSA-ANN Classifier in Computational Stylistics.

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[DOI]

Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

Rule-Based Approach to Computational Stylistics.

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[DOI]

Proceedings of the Security and Intelligent Information Systems, 2011

Recognition of Author Gender for Literary Texts.

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[DOI]

Proceedings of the Man-Machine Interactions 2, 2011

Reduct-Based Analysis of Decision Algorithms: Application in Computational Stylistics.

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[DOI]

Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

On Performance of DRSA-ANN Classifier.

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[DOI]

Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

2010

DRSA Decision Algorithm Analysis in Stylometric Processing of Literary Texts.

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[DOI]

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

Rough Set-Based Analysis of Characteristic Features for ANN Classifier.

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[DOI]

Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

2009

Dominance-Based Rough Set Approach Employed in Search of Authorial Invariants.

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[DOI]

Proceedings of the Computer Recognition Systems 3, 2009

Relative Reduct-Based Selection of Features for ANN Classifier.

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[DOI]

Proceedings of the Man-Machine Interactions, 2009

2007

Indiscernibility Relation for Continuous Attributes: Application in Image Recognition.

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[DOI]

Krzysztof A. Cyran