Jerzy Blaszczynski

According to our database, Jerzy Blaszczynski authored at least 46 papers between 2003 and 2022.

Collaborative distances:

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

2022

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

Jerzy Blaszczynski, Salvatore Greco, Benedetto Matarazzo, Marcin Szelag

CoRR, 2022

2021

Empirical risk minimization for dominance-based rough set approaches.

Yoshifumi Kusunoki, Jerzy Blaszczynski, Masahiro Inuiguchi, Roman Slowinski

Inf. Sci., 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

2019

Interpretation of Variable Consistency Dominance-Based Rough Set Approach by Minimization of Asymmetric Loss Function.

Yoshifumi Kusunoki, Jerzy Blaszczynski, Masahiro Inuiguchi, Roman Slowinski

Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2019

Differential Diagnosis of Bacterial and Viral Meningitis Using Dominance-Based Rough Set Approach.

Ewelina Gowin, Jerzy Blaszczynski, Roman Slowinski, Jacek Wysocki, Danuta Januszkiewicz-Lewandowska

Proceedings of the Artificial Intelligence in Medicine: Knowledge Representation and Transparent and Explainable Systems, 2019

2018

Improving Bagging Ensembles for Class Imbalanced Data by Active Learning.

Jerzy Blaszczynski, Jerzy Stefanowski

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

Learning ensemble classifiers for diabetic retinopathy assessment.

Emran Saleh, Jerzy Blaszczynski, Antonio Moreno, Aïda Valls, Pedro Romero-Aroca, Sofia de la Riva-Fernandez, Roman Slowinski

Artif. Intell. Medicine, 2018

Local Data Characteristics in Learning Classifiers from Imbalanced Data.

Jerzy Blaszczynski, Jerzy Stefanowski

Proceedings of the Advances in Data Analysis with Computational Intelligence Methods, 2018

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

Actively Balanced Bagging for Imbalanced Data.

Jerzy Blaszczynski, Jerzy Stefanowski

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

2016

Consistency Driven Feature Subspace Aggregating for Ordinal Classification.

Jerzy Blaszczynski, Jerzy Stefanowski, Roman Slowinski

Proceedings of the Rough Sets - International Joint Conference, 2016

Multi-objective Search for Comprehensible Rule Ensembles.

Jerzy Blaszczynski, Bartosz Prusak, Roman Slowinski

Proceedings of the Rough Sets - International Joint Conference, 2016

Diversity Analysis on Imbalanced Data Using Neighbourhood and Roughly Balanced Bagging Ensembles.

Jerzy Blaszczynski, Mateusz Lango

Proceedings of the Artificial Intelligence and Soft Computing, 2016

2015

Comparative analysis of targeted metabolomics: Dominance-based rough set approach versus orthogonal partial least square-discriminant analysis.

Hélène Blasco, Jerzy Blaszczynski, Jean-Charles Billaut, Lydie Nadal-Desbarats, Pierre-François Pradat, David Devos, Caroline Moreau, Christian R. Andres, Patrick Emond, Philippe Corcia, Roman Slowinski

J. Biomed. Informatics, 2015

Neighbourhood sampling in bagging for imbalanced data.

Jerzy Blaszczynski, Jerzy Stefanowski

Neurocomputing, 2015

Empirical Risk Minimization for Variable Consistency Dominance-Based Rough Set Approach.

Jerzy Blaszczynski, Yoshifumi Kusunoki, Masahiro Inuiguchi, Roman Slowinski

Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2015

2014

Application of Rough Set Theory to Prediction of Antimicrobial Activity of Bis-Quaternary Imidazolium Chlorides.

Lukasz Palkowski, Jerzy Krysinski, Jerzy Blaszczynski, Roman Slowinski, Andrzej Skrzypczak, Jan Blaszczak, Eugenia Gospodarek, Joanna Wróblewska

Fundam. Informaticae, 2014

A Rough Set Approach to Novel Compounds Activity Prediction Based on Surface Active Properties and Molecular Descriptors.

Jerzy Blaszczynski, Lukasz Palkowski, Andrzej Skrzypczak, Jan Blaszczak, Alicja Nowaczyk, Roman Slowinski, Jerzy Krysinski

Proceedings of the Rough Sets and Intelligent Systems Paradigms, 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

Empirical Risk Minimization for Variable Precision Dominance-Based Rough Set Approach.

Yoshifumi Kusunoki, Jerzy Blaszczynski, Masahiro Inuiguchi, Roman Slowinski

Proceedings of the Rough Sets and Knowledge Technology - 8th International Conference, 2013

Extending Bagging for Imbalanced Data.

Jerzy Blaszczynski, Jerzy Stefanowski, Lukasz Idkowiak

Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, 2013

2012

IIvotes ensemble for imbalanced data.

Jerzy Blaszczynski, Magdalena Deckert, Jerzy Stefanowski, Szymon Wilk

Intell. Data Anal., 2012

Inductive discovery of laws using monotonic rules.

Jerzy Blaszczynski, Salvatore Greco, Roman Slowinski

Eng. Appl. Artif. Intell., 2012

Application of Rough Set Theory to Prediction of Antimicrobial Activity of Bis-quaternary Ammonium Chlorides.

Lukasz Palkowski, Jerzy Blaszczynski, Jerzy Krysinski, Roman Slowinski, Andrzej Skrzypczak, Jan Blaszczak, Eugenia Gospodarek, Joanna Wróblewska

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

Rule-Based Estimation of Attribute Relevance.

Jerzy Blaszczynski, Roman Slowinski, Robert Susmaga

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

2010

Variable Consistency Bagging Ensembles.

Jerzy Blaszczynski, Roman Slowinski, Jerzy Stefanowski

Trans. Rough Sets, 2010

Learnability in Rough Set Approaches.

Jerzy Blaszczynski, Roman Slowinski, Marcin Szelag

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

Ordinal Classification with Monotonicity Constraints by Variable Consistency Bagging.

Jerzy Blaszczynski, Roman Slowinski, Jerzy Stefanowski

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

Integrating Selective Pre-processing of Imbalanced Data with Ivotes Ensemble.

Jerzy Blaszczynski, Magdalena Deckert, Jerzy Stefanowski, Szymon Wilk

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

2009

Monotonic Variable Consistency Rough Set Approaches.

Jerzy Blaszczynski, Salvatore Greco, Roman Slowinski, Marcin Szelag

Int. J. Approx. Reason., 2009

Ensembles of Abstaining Classifiers Based on Rule Sets.

Jerzy Blaszczynski, Jerzy Stefanowski, Magdalena Zajac

Proceedings of the Foundations of Intelligent Systems, 18th International Symposium, 2009

2008

Telesfor - Telemedical Real-Time Communication Support System.

Jerzy Blaszczynski, Bartlomiej Predki, Roman Slowinski

Proceedings of the Information Technologies in Biomedicine, 2008

2007

Multi-criteria classification - A new scheme for application of dominance-based decision rules.

Jerzy Blaszczynski, Salvatore Greco, Roman Slowinski

Eur. J. Oper. Res., 2007

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

Interactive Analysis of Preference-Ordered Data Using Dominance-Based Rough Set Approach.

Jerzy Blaszczynski, Krzysztof Dembczynski, Roman Slowinski

Proceedings of the Artificial Intelligence and Soft Computing, 2006

Ontologies for Knowledge Modeling and Creating User Interface in the Framework of Telemedical Portal.

Jerzy Blaszczynski, Michal Kosiedowski, Cezary Mazurek, Szymon Wilk

Proceedings of the European Conference on eHealth 2006, 2006

Mining Direct Marketing Data by Ensembles of Weak Learners and Rough Set Methods.

Jerzy Blaszczynski, Krzysztof Dembczynski, Wojciech Kotlowski, Mariusz Pawlowski

Proceedings of the Data Warehousing and Knowledge Discovery, 8th International Conference, 2006

2005

Mining Clinical Data: Selecting Decision Support Algorithm for the MET-AP System.

Jerzy Blaszczynski, Ken Farion, Wojtek Michalowski, Szymon Wilk, Steven Rubin, Dawid Weiss

Proceedings of the Artificial Intelligence in Medicine, 2005

2003

Incremental Induction of Decision Rules from Dominance-based Rough Approximations.

Jerzy Blaszczynski, Roman Slowinski

Proceedings of the International Workshop on Rough Sets in Knowledge Discovery and Soft Computing, 2003