Jerzy Blaszczynski

47 papers B 2C 3Misc 1Journal 14Unranked 24

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	Dominance-based Rough Set Approach, basic ideas and main trends. CoRR Jerzy Blaszczynski, Salvatore Greco, Benedetto Matarazzo, Marcin Szelag
2021	J	`jnl`	Auto loan fraud detection using dominance-based rough set approach versus machine learning methods. Expert Syst. Appl. Jerzy Blaszczynski, Adiel Teixeira de Almeida Filho, Anna Matuszyk, Marcin Szelag, Roman Slowinski
2021	J	`jnl`	Empirical risk minimization for dominance-based rough set approaches. Inf. Sci. Yoshifumi Kusunoki, Jerzy Blaszczynski, Masahiro Inuiguchi, Roman Slowinski
2019	—	`conf`	Differential Diagnosis of Bacterial and Viral Meningitis Using Dominance-Based Rough Set Approach. KR4HC/ProHealth/TEAAM@AIME Ewelina Gowin, Jerzy Blaszczynski, Roman Slowinski, Jacek Wysocki, Danuta Januszkiewicz-Lewandowska
2019	—	`conf`	Interpretation of Variable Consistency Dominance-Based Rough Set Approach by Minimization of Asymmetric Loss Function. IUKM Yoshifumi Kusunoki, Jerzy Blaszczynski, Masahiro Inuiguchi, Roman Slowinski
2018	—	`ch.`	Improving Bagging Ensembles for Class Imbalanced Data by Active Learning. Advances in Feature Selection for Data and Pattern Recognition Jerzy Blaszczynski, Jerzy Stefanowski
2018	J	`jnl`	Learning ensemble classifiers for diabetic retinopathy assessment. Artif. Intell. Medicine Emran Saleh, Jerzy Blaszczynski, Antonio Moreno, Aïda Valls, Pedro Romero-Aroca, Sofia de la Riva-Fernandez, Roman Slowinski
2018	—	`conf`	Local Data Characteristics in Learning Classifiers from Imbalanced Data. Advances in Data Analysis with Computational Intelligence Methods Jerzy Blaszczynski, Jerzy Stefanowski
2017	C	`conf`	Actively Balanced Bagging for Imbalanced Data. ISMIS Jerzy Blaszczynski, Jerzy Stefanowski
2017	—	`conf`	Rough Set Analysis of Classification Data with Missing Values. IJCRS (1) Marcin Szelag, Jerzy Blaszczynski, Roman Slowinski
2016	—	`conf`	Consistency Driven Feature Subspace Aggregating for Ordinal Classification. IJCRS Jerzy Blaszczynski, Jerzy Stefanowski, Roman Slowinski
2016	—	`conf`	Diversity Analysis on Imbalanced Data Using Neighbourhood and Roughly Balanced Bagging Ensembles. ICAISC (1) Jerzy Blaszczynski, Mateusz Lango
2016	—	`conf`	Multi-objective Search for Comprehensible Rule Ensembles. IJCRS Jerzy Blaszczynski, Bartosz Prusak, Roman Slowinski
2015	J	`jnl`	Comparative analysis of targeted metabolomics: Dominance-based rough set approach versus orthogonal partial least square-discriminant analysis. J. Biomed. Informatics 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
2015	—	`conf`	Empirical Risk Minimization for Variable Consistency Dominance-Based Rough Set Approach. RSFDGrC Jerzy Blaszczynski, Yoshifumi Kusunoki, Masahiro Inuiguchi, Roman Slowinski
2015	J	`jnl`	Neighbourhood sampling in bagging for imbalanced data. Neurocomputing Jerzy Blaszczynski, Jerzy Stefanowski
2014	—	`conf`	A Rough Set Approach to Novel Compounds Activity Prediction Based on Surface Active Properties and Molecular Descriptors. RSEISP Jerzy Blaszczynski, Lukasz Palkowski, Andrzej Skrzypczak, Jan Blaszczak, Alicja Nowaczyk, Roman Slowinski, Jerzy Krysinski
2014	J	`jnl`	Application of Rough Set Theory to Prediction of Antimicrobial Activity of Bis-Quaternary Imidazolium Chlorides. Fundam. Informaticae Lukasz Palkowski, Jerzy Krysinski, Jerzy Blaszczynski, Roman Slowinski, Andrzej Skrzypczak, Jan Blaszczak, Eugenia Gospodarek, Joanna Wróblewska
2013	J	`jnl`	A Novel Method for Elimination of Inconsistencies in Ordinal Classification with Monotonicity Constraints. Fundam. Informaticae Weibin Deng, Feng Hu, Guoyin Wang, Jerzy Blaszczynski, Roman Slowinski, Marcin Szelag
2013	—	`conf`	Empirical Risk Minimization for Variable Precision Dominance-Based Rough Set Approach. RSKT Yoshifumi Kusunoki, Jerzy Blaszczynski, Masahiro Inuiguchi, Roman Slowinski
2013	—	`conf`	Extending Bagging for Imbalanced Data. CORES Jerzy Blaszczynski, Jerzy Stefanowski, Lukasz Idkowiak
2013	—	`ch.`	jMAF - Dominance-Based Rough Set Data Analysis Framework. Rough Sets and Intelligent Systems (1) Jerzy Blaszczynski, Salvatore Greco, Benedetto Matarazzo, Roman Slowinski, Marcin Szelag
2012	—	`conf`	Application of Rough Set Theory to Prediction of Antimicrobial Activity of Bis-quaternary Ammonium Chlorides. RSKT Lukasz Palkowski, Jerzy Blaszczynski, Jerzy Krysinski, Roman Slowinski, Andrzej Skrzypczak, Jan Blaszczak, Eugenia Gospodarek, Joanna Wróblewska
2012	J	`jnl`	IIvotes ensemble for imbalanced data. Intell. Data Anal. Jerzy Blaszczynski, Magdalena Deckert, Jerzy Stefanowski, Szymon Wilk
2012	—	`conf`	Induction of Ordinal Classification Rules from Incomplete Data. RSCTC Jerzy Blaszczynski, Roman Slowinski, Marcin Szelag
2012	J	`jnl`	Inductive discovery of laws using monotonic rules. Eng. Appl. Artif. Intell. Jerzy Blaszczynski, Salvatore Greco, Roman Slowinski
2012	—	`conf`	On Different Ways of Handling Inconsistencies in Ordinal Classification with Monotonicity Constraints. IPMU (1) Jerzy Blaszczynski, Weibin Deng, Feng Hu, Roman Slowinski, Marcin Szelag, Guoyin Wang
2011	—	`conf`	Case-Based Reasoning Using Dominance-Based Decision Rules. RSKT Marcin Szelag, Salvatore Greco, Jerzy Blaszczynski, Roman Slowinski
2011	—	`conf`	Rule-Based Estimation of Attribute Relevance. RSKT Jerzy Blaszczynski, Roman Slowinski, Robert Susmaga
2011	J	`jnl`	Sequential covering rule induction algorithm for variable consistency rough set approaches. Inf. Sci. Jerzy Blaszczynski, Roman Slowinski, Marcin Szelag
2010	—	`conf`	Integrating Selective Pre-processing of Imbalanced Data with Ivotes Ensemble. RSCTC Jerzy Blaszczynski, Magdalena Deckert, Jerzy Stefanowski, Szymon Wilk
2010	—	`conf`	Learnability in Rough Set Approaches. RSCTC Jerzy Blaszczynski, Roman Slowinski, Marcin Szelag
2010	—	`conf`	Ordinal Classification with Monotonicity Constraints by Variable Consistency Bagging. RSCTC Jerzy Blaszczynski, Roman Slowinski, Jerzy Stefanowski
2010	C	`conf`	Probabilistic Rough Set Approaches to Ordinal Classification with Monotonicity Constraints. IPMU Jerzy Blaszczynski, Roman Slowinski, Marcin Szelag
2010	J	`jnl`	Variable Consistency Bagging Ensembles. Trans. Rough Sets Jerzy Blaszczynski, Roman Slowinski, Jerzy Stefanowski
2009	C	`conf`	Ensembles of Abstaining Classifiers Based on Rule Sets. ISMIS Jerzy Blaszczynski, Jerzy Stefanowski, Magdalena Zajac
2009	J	`jnl`	Monotonic Variable Consistency Rough Set Approaches. Int. J. Approx. Reason. Jerzy Blaszczynski, Salvatore Greco, Roman Slowinski, Marcin Szelag
2008	—	`ch.`	Telesfor - Telemedical Real-Time Communication Support System. Information Technologies in Biomedicine Jerzy Blaszczynski, Bartlomiej Predki, Roman Slowinski
2007	—	`conf`	Monotonic Variable Consistency Rough Set Approaches. RSKT Jerzy Blaszczynski, Salvatore Greco, Roman Slowinski, Marcin Szelag
2007	J	`jnl`	Multi-criteria classification - A new scheme for application of dominance-based decision rules. Eur. J. Oper. Res. Jerzy Blaszczynski, Salvatore Greco, Roman Slowinski
2006	—	`conf`	Ensembles of Decision Rules for Solving Binary Classification Problems in the Presence of Missing Values. RSCTC Jerzy Blaszczynski, Krzysztof Dembczynski, Wojciech Kotlowski, Roman Slowinski, Marcin Szelag
2006	Misc	`conf`	Interactive Analysis of Preference-Ordered Data Using Dominance-Based Rough Set Approach. ICAISC Jerzy Blaszczynski, Krzysztof Dembczynski, Roman Slowinski
2006	B	`conf`	Mining Direct Marketing Data by Ensembles of Weak Learners and Rough Set Methods. DaWaK Jerzy Blaszczynski, Krzysztof Dembczynski, Wojciech Kotlowski, Mariusz Pawlowski
2006	—	`conf`	On Variable Consistency Dominance-Based Rough Set Approaches. RSCTC Jerzy Blaszczynski, Salvatore Greco, Roman Slowinski, Marcin Szelag
2006	—	`conf`	Ontologies for Knowledge Modeling and Creating User Interface in the Framework of Telemedical Portal. ECEH Jerzy Blaszczynski, Michal Kosiedowski, Cezary Mazurek, Szymon Wilk
2005	B	`conf`	Mining Clinical Data: Selecting Decision Support Algorithm for the MET-AP System. AIME Jerzy Blaszczynski, Ken Farion, Wojtek Michalowski, Szymon Wilk, Steven Rubin, Dawid Weiss
2003	—	`conf`	Incremental Induction of Decision Rules from Dominance-based Rough Approximations. RSKD Jerzy Blaszczynski, Roman Slowinski