Marcin Szelag

According to our database, Marcin Szelag authored at least 19 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Explaining and predicting customer churn by monotonic rules induced from ordinal data.

Marcin Szelag, Roman Slowinski

Eur. J. Oper. Res., 2024

2022

Dominance-based Rough Set Approach, basic ideas and main trends.

Jerzy Blaszczynski, Salvatore Greco, Benedetto Matarazzo, Marcin Szelag

CoRR, 2022

2021

Auto loan fraud detection using dominance-based rough set approach versus machine learning methods.

Jerzy Blaszczynski, Adiel Teixeira de Almeida Filho, Anna Matuszyk, Marcin Szelag, Roman Slowinski

Expert Syst. Appl., 2021

2017

Rough Set Analysis of Classification Data with Missing Values.

Marcin Szelag, Jerzy Blaszczynski, Roman Slowinski

Proceedings of the Rough Sets - International Joint Conference, 2017

2016

Dominance-Based Rough Set Approach to Multiple Criteria Ranking with Sorting-Specific Preference Information.

Milosz Kadzinski, Roman Slowinski, Marcin Szelag

Proceedings of the Challenges in Computational Statistics and Data Mining, 2016

Similarity-Based Classification with Dominance-Based Decision Rules.

Marcin Szelag, Salvatore Greco, Roman Slowinski

Proceedings of the Rough Sets - International Joint Conference, 2016

2014

Variable consistency dominance-based rough set approach to preference learning in multicriteria ranking.

Marcin Szelag, Salvatore Greco, Roman Slowinski

Inf. Sci., 2014

2013

jMAF - Dominance-Based Rough Set Data Analysis Framework.

Jerzy Blaszczynski, Salvatore Greco, Benedetto Matarazzo, Roman Slowinski, Marcin Szelag

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

A Novel Method for Elimination of Inconsistencies in Ordinal Classification with Monotonicity Constraints.

Weibin Deng, Feng Hu, Guoyin Wang, Jerzy Blaszczynski, Roman Slowinski, Marcin Szelag

Fundam. Informaticae, 2013

2012

Induction of Ordinal Classification Rules from Incomplete Data.

Jerzy Blaszczynski, Roman Slowinski, Marcin Szelag

Proceedings of the Rough Sets and Current Trends in Computing, 2012

On Different Ways of Handling Inconsistencies in Ordinal Classification with Monotonicity Constraints.

Jerzy Blaszczynski, Weibin Deng, Feng Hu, Roman Slowinski, Marcin Szelag, Guoyin Wang

Proceedings of the Advances on Computational Intelligence, 2012

2011

Sequential covering rule induction algorithm for variable consistency rough set approaches.

Jerzy Blaszczynski, Roman Slowinski, Marcin Szelag

Inf. Sci., 2011

Case-Based Reasoning Using Dominance-Based Decision Rules.

Marcin Szelag, Salvatore Greco, Jerzy Blaszczynski, Roman Slowinski

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

2010

Learnability in Rough Set Approaches.

Jerzy Blaszczynski, Roman Slowinski, Marcin Szelag

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

Probabilistic Rough Set Approaches to Ordinal Classification with Monotonicity Constraints.

Jerzy Blaszczynski, Roman Slowinski, Marcin Szelag

Proceedings of the Computational Intelligence for Knowledge-Based Systems Design, 2010

Learning of Rule Ensembles for Multiple Attribute Ranking Problems.

Krzysztof Dembczynski, Wojciech Kotlowski, Roman Slowinski, Marcin Szelag

Proceedings of the Preference Learning., 2010

2009

Monotonic Variable Consistency Rough Set Approaches.

Jerzy Blaszczynski, Salvatore Greco, Roman Slowinski, Marcin Szelag

Int. J. Approx. Reason., 2009

2006

On Variable Consistency Dominance-Based Rough Set Approaches.

Jerzy Blaszczynski, Salvatore Greco, Roman Slowinski, Marcin Szelag

Proceedings of the Rough Sets and Current Trends in Computing, 2006

Ensembles of Decision Rules for Solving Binary Classification Problems in the Presence of Missing Values.

Jerzy Blaszczynski, Krzysztof Dembczynski, Wojciech Kotlowski, Roman Slowinski, Marcin Szelag

Proceedings of the Rough Sets and Current Trends in Computing, 2006