Jerzy (Jurek) Błaszczyński

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Roman SlowinskiPoznan University of Technology, Institute of Computing Science & Systems Research Institite PASVerified email at cs.put.poznan.pl
Marcin SzelągInstitute of Computing Science, Poznan University of TechnologyVerified email at cs.put.poznan.pl
Jerzy StefanowskiPoznan University of TechnologyVerified email at cs.put.poznan.pl
Salvatore GrecoDepartment of Economics and Business, University of Catania, and Portsmouth Business SchoolVerified email at port.ac.uk
Szymon WilkAssistant Professor, Institute of Computing Science, Poznan University of TechnologyVerified email at cs.put.poznan.pl
Łukasz PałkowskiNicolaus Copernicus UniversityVerified email at cm.umk.pl
Wojciech KotlowskiPoznan University of TechnologyVerified email at cs.put.poznan.pl
Marco CinelliPaul Scherrer Institute / U.S. Environmental Protection Agency / Poznan University of TechnologyVerified email at put.poznan.pl
Rajender VarmaSenior Scientist, US Environmental Protection Agency and Palacky University, Olomouch, CzechVerified email at epa.gov
Mallikarjuna N. NadagoudaUS Environmental Protection AgencyVerified email at epa.gov
Stuart R ColesUniversity of WarwickVerified email at warwick.ac.uk
Magdalena DeckertPoznan University of Technology, Institute of Computing ScienceVerified email at cs.put.poznan.pl
Krzysztof DembczyńskiPoznan University of TechnologyVerified email at cs.put.poznan.pl
Cezary MazurekInstitute of Bioorganic Chemistry, Polish Academy of Sciences, Poznan Supercomputing and NetworkingVerified email at man.poznan.pl
Masahiro InuiguchiProfessor, Osaka UniversityVerified email at sys.es.osaka-u.ac.jp
Aida VallsUniversitat Rovira i VirgiliVerified email at urv.net
Antonio MorenoUniversitat Rovira i VirgiliVerified email at urv.cat
Emran SalehUniversitat Rovira i VirgiliVerified email at urv.cat
Pedro Romero-ArocaHospital Universitari Sant JoanVerified email at grupsagessa.com
Guoyin WangChongqing University of Posts & TelecommunicationsVerified email at cqupt.edu.cn

Jerzy (Jurek) Błaszczyński

Poznań University of Technology

Verified email at cs.put.poznan.pl - Homepage

machine learning preference learning multicriteria decision analysis ensemble classifiers learning from imbalanced data


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Multi-criteria classification–A new scheme for application of dominance-based decision rules J Błaszczyński, S Greco, R Słowiński European Journal of Operational Research 181 (3), 1030-1044, 2007	229	2007
Sequential covering rule induction algorithm for variable consistency rough set approaches J Błaszczyński, R Słowiński, M Szeląg Information Sciences 181 (5), 987-1002, 2011	202	2011
Monotonic variable consistency rough set approaches J Błaszczyński, S Greco, R Słowiński, M Szelg International journal of approximate reasoning 50 (7), 979-999, 2009	145	2009
Neighbourhood sampling in bagging for imbalanced data J Błaszczyński, J Stefanowski Neurocomputing 150, 529-542, 2015	135	2015
A green chemistry-based classification model for the synthesis of silver nanoparticles M Cinelli, SR Coles, MN Nadagouda, J Błaszczyński, R Słowiński, ... Green Chemistry 17 (5), 2825-2839, 2015	70	2015
Incremental induction of decision rules from dominance-based rough approximations J Błaszczyński, R Słowiński Electronic Notes in Theoretical Computer Science 82 (4), 40-51, 2003	68	2003
Integrating selective pre-processing of imbalanced data with ivotes ensemble J Błaszczyński, M Deckert, J Stefanowski, S Wilk International conference on rough sets and current trends in computing, 148-157, 2010	67	2010
Inductive discovery of laws using monotonic rules J BŁaszczyński, S Greco, R SŁowiński Engineering Applications of Artificial Intelligence 25 (2), 284-294, 2012	65	2012
jMAF-Dominance-based rough set data analysis framework J Błaszczyński, S Greco, B Matarazzo, R Słowiński, M Szela̧g Rough Sets and Intelligent Systems-Professor Zdzisław Pawlak in Memoriam …, 2013	56	2013
Learning ensemble classifiers for diabetic retinopathy assessment E Saleh, J Błaszczyński, A Moreno, A Valls, P Romero-Aroca, ... Artificial intelligence in medicine 85, 50-63, 2018	44	2018
Extending bagging for imbalanced data J Błaszczyński, J Stefanowski, Ł Idkowiak Proceedings of the 8th International Conference on Computer Recognition …, 2013	39	2013
On variable consistency dominance-based rough set approaches J Błaszczyński, S Greco, R Słowiński, M Szeląg International Conference on Rough Sets and Current Trends in Computing, 191-202, 2006	37	2006
Comparative analysis of targeted metabolomics: dominance-based rough set approach versus orthogonal partial least square-discriminant analysis H Blasco, J Błaszczyński, JC Billaut, L Nadal-Desbarats, PF Pradat, ... Journal of biomedical informatics 53, 291-299, 2015	30	2015
Variable consistency bagging ensembles J Błaszczyński, R Słowiński, J Stefanowski Transactions on Rough Sets XI, 40-52, 2010	26	2010
Rule-based estimation of attribute relevance J Błaszczyński, R Słowiński, R Susmaga International Conference on Rough Sets and Knowledge Technology, 36-44, 2011	24	2011
Antimicrobial Activity and SAR Study of New Gemini Imidazolium‐Based Chlorides Ł Pałkowski, J Błaszczyński, A Skrzypczak, J Błaszczak, K Kozakowska, ... Chemical biology & drug design 83 (3), 278-288, 2014	22	2014
Robustness analysis of a green chemistry-based model for the classification of silver nanoparticles synthesis processes M Cinelli, SR Coles, MN Nadagouda, J Błaszczyński, R Słowiński, ... Journal of cleaner production 162, 938-948, 2017	19	2017
Local data characteristics in learning classifiers from imbalanced data J Błaszczyński, J Stefanowski Advances in Data Analysis with Computational Intelligence Methods, 51-85, 2018	14	2018
Ensembles of abstaining classifiers based on rule sets J Błaszczyński, J Stefanowski, M Zając International symposium on methodologies for intelligent systems, 382-391, 2009	14	2009
Probabilistic rough set approaches to ordinal classification with monotonicity constraints J Błaszczyński, R Słowiński, M Szeląg International Conference on Information Processing and Management of …, 2010	13	2010

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