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ORCIDJerzy Blaszczynski
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2020 – today
- 2022
[i1]Jerzy Blaszczynski, Salvatore Greco, Benedetto Matarazzo, Marcin Szelag:
Dominance-based Rough Set Approach, basic ideas and main trends. CoRR abs/2210.03233 (2022)- 2021
- [j13]Jerzy Blaszczynski
, Adiel Teixeira de Almeida Filho, Anna Matuszyk, Marcin Szelag, Roman Slowinski:
Auto loan fraud detection using dominance-based rough set approach versus machine learning methods. Expert Syst. Appl. 163: 113740 (2021) - [j12]Yoshifumi Kusunoki, Jerzy Blaszczynski, Masahiro Inuiguchi, Roman Slowinski:
Empirical risk minimization for dominance-based rough set approaches. Inf. Sci. 567: 395-417 (2021)
2010 – 2019
- 2019
- [c30]Ewelina Gowin, Jerzy Blaszczynski, Roman Slowinski, Jacek Wysocki, Danuta Januszkiewicz-Lewandowska:
Differential Diagnosis of Bacterial and Viral Meningitis Using Dominance-Based Rough Set Approach. KR4HC/ProHealth/TEAAM@AIME 2019: 29-38 - [c29]Yoshifumi Kusunoki, Jerzy Blaszczynski, Masahiro Inuiguchi, Roman Slowinski:
Interpretation of Variable Consistency Dominance-Based Rough Set Approach by Minimization of Asymmetric Loss Function. IUKM 2019: 135-145 - 2018
- [j11]Emran Saleh, Jerzy Blaszczynski, Antonio Moreno, Aïda Valls, Pedro Romero-Aroca, Sofia de la Riva-Fernandez, Roman Slowinski:
Learning ensemble classifiers for diabetic retinopathy assessment. Artif. Intell. Medicine 85: 50-63 (2018) - [c28]Jerzy Blaszczynski, Jerzy Stefanowski:
Local Data Characteristics in Learning Classifiers from Imbalanced Data. Advances in Data Analysis with Computational Intelligence Methods 2018: 51-85 - [p3]Jerzy Blaszczynski, Jerzy Stefanowski:
Improving Bagging Ensembles for Class Imbalanced Data by Active Learning. Advances in Feature Selection for Data and Pattern Recognition 2018: 25-52 - 2017
- [c27]Jerzy Blaszczynski, Jerzy Stefanowski:
Actively Balanced Bagging for Imbalanced Data. ISMIS 2017: 271-281 - [c26]Marcin Szelag, Jerzy Blaszczynski, Roman Slowinski:
Rough Set Analysis of Classification Data with Missing Values. IJCRS (1) 2017: 552-565 - 2016
- [c25]Jerzy Blaszczynski, Mateusz Lango:
Diversity Analysis on Imbalanced Data Using Neighbourhood and Roughly Balanced Bagging Ensembles. ICAISC (1) 2016: 552-562 - [c24]Jerzy Blaszczynski, Bartosz Prusak, Roman Slowinski:
Multi-objective Search for Comprehensible Rule Ensembles. IJCRS 2016: 503-513 - [c23]Jerzy Blaszczynski, Jerzy Stefanowski, Roman Slowinski:
Consistency Driven Feature Subspace Aggregating for Ordinal Classification. IJCRS 2016: 580-589 - 2015
- [j10]Jerzy Blaszczynski, Jerzy Stefanowski:
Neighbourhood sampling in bagging for imbalanced data. Neurocomputing 150: 529-542 (2015) - [j9]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:
Comparative analysis of targeted metabolomics: Dominance-based rough set approach versus orthogonal partial least square-discriminant analysis. J. Biomed. Informatics 53: 291-299 (2015) - [c22]Jerzy Blaszczynski, Yoshifumi Kusunoki, Masahiro Inuiguchi, Roman Slowinski:
Empirical Risk Minimization for Variable Consistency Dominance-Based Rough Set Approach. RSFDGrC 2015: 63-72 - 2014
- [j8]Lukasz Palkowski, Jerzy Krysinski, Jerzy Blaszczynski, Roman Slowinski, Andrzej Skrzypczak, Jan Blaszczak, Eugenia Gospodarek, Joanna Wróblewska:
Application of Rough Set Theory to Prediction of Antimicrobial Activity of Bis-Quaternary Imidazolium Chlorides. Fundam. Informaticae 132(3): 315-330 (2014) - [c21]Jerzy Blaszczynski, Lukasz Palkowski, Andrzej Skrzypczak, Jan Blaszczak, Alicja Nowaczyk, Roman Slowinski, Jerzy Krysinski:
A Rough Set Approach to Novel Compounds Activity Prediction Based on Surface Active Properties and Molecular Descriptors. RSEISP 2014: 153-160 - 2013
- [j7]Weibin Deng, Feng Hu, Guoyin Wang, Jerzy Blaszczynski, Roman Slowinski, Marcin Szelag:
A Novel Method for Elimination of Inconsistencies in Ordinal Classification with Monotonicity Constraints. Fundam. Informaticae 126(4): 377-395 (2013) - [c20]Jerzy Blaszczynski, Jerzy Stefanowski, Lukasz Idkowiak:
Extending Bagging for Imbalanced Data. CORES 2013: 269-278 - [c19]Yoshifumi Kusunoki, Jerzy Blaszczynski, Masahiro Inuiguchi, Roman Slowinski:
Empirical Risk Minimization for Variable Precision Dominance-Based Rough Set Approach. RSKT 2013: 133-144 - [p2]Jerzy Blaszczynski, Salvatore Greco, Benedetto Matarazzo, Roman Slowinski, Marcin Szelag:
jMAF - Dominance-Based Rough Set Data Analysis Framework. Rough Sets and Intelligent Systems (1) 2013: 185-209 - 2012
- [j6]Jerzy Blaszczynski, Salvatore Greco, Roman Slowinski:
Inductive discovery of laws using monotonic rules. Eng. Appl. Artif. Intell. 25(2): 284-294 (2012) - [j5]Jerzy Blaszczynski, Magdalena Deckert, Jerzy Stefanowski, Szymon Wilk:
IIvotes ensemble for imbalanced data. Intell. Data Anal. 16(5): 777-801 (2012) - [c18]Jerzy Blaszczynski, Weibin Deng, Feng Hu, Roman Slowinski, Marcin Szelag, Guoyin Wang:
On Different Ways of Handling Inconsistencies in Ordinal Classification with Monotonicity Constraints. IPMU (1) 2012: 300-309 - [c17]Jerzy Blaszczynski, Roman Slowinski, Marcin Szelag:
Induction of Ordinal Classification Rules from Incomplete Data. RSCTC 2012: 56-65 - [c16]Lukasz Palkowski, Jerzy Blaszczynski, Jerzy Krysinski, Roman Slowinski, Andrzej Skrzypczak, Jan Blaszczak, Eugenia Gospodarek, Joanna Wróblewska:
Application of Rough Set Theory to Prediction of Antimicrobial Activity of Bis-quaternary Ammonium Chlorides. RSKT 2012: 107-116 - 2011
- [j4]Jerzy Blaszczynski, Roman Slowinski, Marcin Szelag:
Sequential covering rule induction algorithm for variable consistency rough set approaches. Inf. Sci. 181(5): 987-1002 (2011) - [c15]Jerzy Blaszczynski, Roman Slowinski, Robert Susmaga:
Rule-Based Estimation of Attribute Relevance. RSKT 2011: 36-44 - [c14]Marcin Szelag, Salvatore Greco, Jerzy Blaszczynski, Roman Slowinski:
Case-Based Reasoning Using Dominance-Based Decision Rules. RSKT 2011: 404-413 - 2010
- [j3]Jerzy Blaszczynski, Roman Slowinski, Jerzy Stefanowski:
Variable Consistency Bagging Ensembles. Trans. Rough Sets 11: 40-52 (2010) - [c13]Jerzy Blaszczynski, Roman Slowinski, Marcin Szelag:
Probabilistic Rough Set Approaches to Ordinal Classification with Monotonicity Constraints. IPMU 2010: 99-108 - [c12]Jerzy Blaszczynski, Magdalena Deckert, Jerzy Stefanowski, Szymon Wilk:
Integrating Selective Pre-processing of Imbalanced Data with Ivotes Ensemble. RSCTC 2010: 148-157 - [c11]Jerzy Blaszczynski, Roman Slowinski, Jerzy Stefanowski:
Ordinal Classification with Monotonicity Constraints by Variable Consistency Bagging. RSCTC 2010: 392-401 - [c10]Jerzy Blaszczynski, Roman Slowinski, Marcin Szelag:
Learnability in Rough Set Approaches. RSCTC 2010: 402-411
2000 – 2009
- 2009
- [j2]Jerzy Blaszczynski, Salvatore Greco, Roman Slowinski, Marcin Szelag:
Monotonic Variable Consistency Rough Set Approaches. Int. J. Approx. Reason. 50(7): 979-999 (2009) - [c9]Jerzy Blaszczynski, Jerzy Stefanowski, Magdalena Zajac:
Ensembles of Abstaining Classifiers Based on Rule Sets. ISMIS 2009: 382-391 - 2008
- [p1]Jerzy Blaszczynski, Bartlomiej Predki, Roman Slowinski:
Telesfor - Telemedical Real-Time Communication Support System. Information Technologies in Biomedicine 2008: 497-504 - 2007
- [j1]Jerzy Blaszczynski, Salvatore Greco, Roman Slowinski:
Multi-criteria classification - A new scheme for application of dominance-based decision rules. Eur. J. Oper. Res. 181(3): 1030-1044 (2007) - [c8]Jerzy Blaszczynski, Salvatore Greco, Roman Slowinski, Marcin Szelag:
Monotonic Variable Consistency Rough Set Approaches. RSKT 2007: 126-133 - 2006
- [c7]Jerzy Blaszczynski, Krzysztof Dembczynski, Wojciech Kotlowski, Mariusz Pawlowski:
Mining Direct Marketing Data by Ensembles of Weak Learners and Rough Set Methods. DaWaK 2006: 218-227 - [c6]Jerzy Blaszczynski, Michal Kosiedowski, Cezary Mazurek, Szymon Wilk:
Ontologies for Knowledge Modeling and Creating User Interface in the Framework of Telemedical Portal. ECEH 2006: 275-286 - [c5]Jerzy Blaszczynski, Krzysztof Dembczynski, Roman Slowinski:
Interactive Analysis of Preference-Ordered Data Using Dominance-Based Rough Set Approach. ICAISC 2006: 489-498 - [c4]Jerzy Blaszczynski, Salvatore Greco, Roman Slowinski, Marcin Szelag:
On Variable Consistency Dominance-Based Rough Set Approaches. RSCTC 2006: 191-202 - [c3]Jerzy Blaszczynski, Krzysztof Dembczynski, Wojciech Kotlowski, Roman Slowinski, Marcin Szelag:
Ensembles of Decision Rules for Solving Binary Classification Problems in the Presence of Missing Values. RSCTC 2006: 224-234 - 2005
- [c2]Jerzy Blaszczynski, Ken Farion, Wojtek Michalowski, Szymon Wilk, Steven Rubin, Dawid Weiss:
Mining Clinical Data: Selecting Decision Support Algorithm for the MET-AP System. AIME 2005: 429-433 - 2003
- [c1]Jerzy Blaszczynski, Roman Slowinski:
Incremental Induction of Decision Rules from Dominance-based Rough Approximations. RSKD 2003: 40-51
Coauthor Index
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