Incremental Induction of Decision Rules from Dominance-based Rough Approximations. - Jerzy Blaszczynski; Roman Slowinski (RSKD, 2003)

Mining Clinical Data: Selecting Decision Support Algorithm for the MET-AP System. - Jerzy Blaszczynski; Ken Farion; Wojtek Michalowski; Szymon Wilk; Steven Rubin; Dawid Weiss (AIME, 2005)

Mining Direct Marketing Data by Ensembles of Weak Learners and Rough Set Methods. - Jerzy Blaszczynski; Krzysztof Dembczynski; Wojciech Kotlowski; Mariusz Pawlowski (DaWaK, 2006)

Ontologies for Knowledge Modeling and Creating User Interface in the Framework of Telemedical Portal. - Jerzy Blaszczynski; Michal Kosiedowski; Cezary Mazurek; Szymon Wilk (ECEH, 2006)

Interactive Analysis of Preference-Ordered Data Using Dominance-Based Rough Set Approach. - Jerzy Blaszczynski; Krzysztof Dembczynski; Roman Slowinski (ICAISC, 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 (RSCTC, 2006)

On Variable Consistency Dominance-Based Rough Set Approaches. - Jerzy Blaszczynski; Salvatore Greco; Roman Slowinski; Marcin Szelag (RSCTC, 2006)

Multi-criteria classification - A new scheme for application of dominance-based decision rules. - Jerzy Blaszczynski; Salvatore Greco; Roman Slowinski (Eur. J. Oper. Res., 2007)

Telesfor - Telemedical Real-Time Communication Support System. - Jerzy Blaszczynski; Bartlomiej Predki; Roman Slowinski (Information Technologies in Biomedicine, 2008)

Ensembles of Abstaining Classifiers Based on Rule Sets. - Jerzy Blaszczynski; Jerzy Stefanowski; Magdalena Zajac (ISMIS, 2009)

Monotonic Variable Consistency Rough Set Approaches. - Jerzy Blaszczynski; Salvatore Greco; Roman Slowinski; Marcin Szelag (Int. J. Approx. Reason., 2009)

Probabilistic Rough Set Approaches to Ordinal Classification with Monotonicity Constraints. - Jerzy Blaszczynski; Roman Slowinski; Marcin Szelag (IPMU, 2010)

Integrating Selective Pre-processing of Imbalanced Data with Ivotes Ensemble. - Jerzy Blaszczynski; Magdalena Deckert; Jerzy Stefanowski; Szymon Wilk (RSCTC, 2010)

Ordinal Classification with Monotonicity Constraints by Variable Consistency Bagging. - Jerzy Blaszczynski; Roman Slowinski; Jerzy Stefanowski (RSCTC, 2010)

Learnability in Rough Set Approaches. - Jerzy Blaszczynski; Roman Slowinski; Marcin Szelag (RSCTC, 2010)

Variable Consistency Bagging Ensembles. - Jerzy Blaszczynski; Roman Slowinski; Jerzy Stefanowski (Trans. Rough Sets, 2010)

Rule-Based Estimation of Attribute Relevance. - Jerzy Blaszczynski; Roman Slowinski; Robert Susmaga (RSKT, 2011)

Case-Based Reasoning Using Dominance-Based Decision Rules. - Marcin Szelag; Salvatore Greco; Jerzy Blaszczynski; Roman Slowinski (RSKT, 2011)

Sequential covering rule induction algorithm for variable consistency rough set approaches. - Jerzy Blaszczynski; Roman Slowinski; Marcin Szelag (Inf. Sci., 2011)

On Different Ways of Handling Inconsistencies in Ordinal Classification with Monotonicity Constraints. - Jerzy Blaszczynski; Weibin Deng; Feng Hu 001; Roman Slowinski; Marcin Szelag; Guoyin Wang 001 (IPMU (1), 2012)

Induction of Ordinal Classification Rules from Incomplete Data. - Jerzy Blaszczynski; Roman Slowinski; Marcin Szelag (RSCTC, 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 (RSKT, 2012)

Inductive discovery of laws using monotonic rules. - Jerzy Blaszczynski; Salvatore Greco; Roman Slowinski (Eng. Appl. Artif. Intell., 2012)

IIvotes ensemble for imbalanced data. - Jerzy Blaszczynski; Magdalena Deckert; Jerzy Stefanowski; Szymon Wilk (Intell. Data Anal., 2012)

Extending Bagging for Imbalanced Data. - Jerzy Blaszczynski; Jerzy Stefanowski; Lukasz Idkowiak (CORES, 2013)

Empirical Risk Minimization for Variable Precision Dominance-Based Rough Set Approach. - Yoshifumi Kusunoki; Jerzy Blaszczynski; Masahiro Inuiguchi; Roman Slowinski (RSKT, 2013)

A Novel Method for Elimination of Inconsistencies in Ordinal Classification with Monotonicity Constraints. - Weibin Deng; Feng Hu 001; Guoyin Wang 001; Jerzy Blaszczynski; Roman Slowinski; Marcin Szelag (Fundam. Informaticae, 2013)

jMAF - Dominance-Based Rough Set Data Analysis Framework. - Jerzy Blaszczynski; Salvatore Greco; Benedetto Matarazzo; Roman Slowinski; Marcin Szelag (Rough Sets and Intelligent Systems (1), 2013)

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 (RSEISP, 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)

Empirical Risk Minimization for Variable Consistency Dominance-Based Rough Set Approach. - Jerzy Blaszczynski; Yoshifumi Kusunoki; Masahiro Inuiguchi; Roman Slowinski (RSFDGrC, 2015)

Neighbourhood sampling in bagging for imbalanced data. - Jerzy Blaszczynski; Jerzy Stefanowski (Neurocomputing, 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)

Diversity Analysis on Imbalanced Data Using Neighbourhood and Roughly Balanced Bagging Ensembles. - Jerzy Blaszczynski; Mateusz Lango (ICAISC (1), 2016)

Multi-objective Search for Comprehensible Rule Ensembles. - Jerzy Blaszczynski; Bartosz Prusak; Roman Slowinski (IJCRS, 2016)

Consistency Driven Feature Subspace Aggregating for Ordinal Classification. - Jerzy Blaszczynski; Jerzy Stefanowski; Roman Slowinski (IJCRS, 2016)

Actively Balanced Bagging for Imbalanced Data. - Jerzy Blaszczynski; Jerzy Stefanowski (ISMIS, 2017)

Rough Set Analysis of Classification Data with Missing Values. - Marcin Szelag; Jerzy Blaszczynski; Roman Slowinski (IJCRS (1), 2017)

Local Data Characteristics in Learning Classifiers from Imbalanced Data. - Jerzy Blaszczynski; Jerzy Stefanowski (Advances in Data Analysis with Computational Intelligence Methods, 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)

Improving Bagging Ensembles for Class Imbalanced Data by Active Learning. - Jerzy Blaszczynski; Jerzy Stefanowski (Advances in Feature Selection for Data and Pattern Recognition, 2018)

Differential Diagnosis of Bacterial and Viral Meningitis Using Dominance-Based Rough Set Approach. - Ewelina Gowin; Jerzy Blaszczynski; Roman Slowinski; Jacek Wysocki; Danuta Januszkiewicz-Lewandowska (KR4HC/ProHealth/TEAAM@AIME, 2019)

Interpretation of Variable Consistency Dominance-Based Rough Set Approach by Minimization of Asymmetric Loss Function. - Yoshifumi Kusunoki; Jerzy Blaszczynski; Masahiro Inuiguchi; Roman Slowinski (IUKM, 2019)

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)

Empirical risk minimization for dominance-based rough set approaches. - Yoshifumi Kusunoki; Jerzy Blaszczynski; Masahiro Inuiguchi; Roman Slowinski (Inf. Sci., 2021)

Dominance-based Rough Set Approach, basic ideas and main trends. - Jerzy Blaszczynski; Salvatore Greco; Benedetto Matarazzo; Marcin Szelag (CoRR, 2022)