Roman Slowinski

ORCID

Publication Activity (10 Years)

Years Active: 1977-2024
Publications (10 Years): 59

Top Venues

Publications

Weiwei Guo, Haitao Wang, Wei-Guo Zhang, Zaiwu Gong, Yanxin Xu, Roman Slowinski
Multi-dimensional multi-round minimum cost consensus models with iterative mechanisms involving reward and punishment measures. Knowl. Based Syst. 293 (2024)
Roman Slowinski
2024 Editors' awards for excellence in reviewing. Eur. J. Oper. Res. 316 (3) (2024)
Salvatore Greco, Roman Slowinski
Representation of preferences for multiple criteria decision aiding in a new seven-valued logic. CoRR (2024)
Marcin Szelag, Roman Slowinski
Explaining and predicting customer churn by monotonic rules induced from ordinal data. Eur. J. Oper. Res. 317 (2) (2024)
Koen W. De Bock, Kristof Coussement, Arno De Caigny, Roman Slowinski, Bart Baesens, Robert N. Boute, Tsan-Ming Choi, Dursun Delen, Mathias Kraus, Stefan Lessmann, Sebastián Maldonado, David Martens, María Óskarsdóttir, Carla Vairetti, Wouter Verbeke, Richard Weber
Explainable AI for Operational Research: A defining framework, methods, applications, and a research agenda. Eur. J. Oper. Res. 317 (2) (2024)
Eyke Hüllermeier, Roman Slowinski
Preference learning and multiple criteria decision aiding: differences, commonalities, and synergies-part I. 4OR 22 (2) (2024)
Henri Bollaert, Marko Palangetic, Chris Cornelis, Salvatore Greco, Roman Slowinski
FRRI: a novel algorithm for fuzzy-rough rule induction. CoRR (2024)
Marko Palangetic, Chris Cornelis, Salvatore Greco, Roman Slowinski
Multi-class granular approximation by means of disjoint and adjacent fuzzy granules. Fuzzy Sets Syst. 478 (2024)
Marko Palangetic, Chris Cornelis, Salvatore Greco, Roman Slowinski
Granular approximations: A novel statistical learning approach for handling data inconsistency with respect to a fuzzy relation. Inf. Sci. 629 (2023)
Roman Slowinski
2023 Editors' awards for excellence in reviewing. Eur. J. Oper. Res. 309 (3) (2023)
Roman Slowinski
Multiple Criteria Decision Aiding by Constructive Preference Learning (Keynote Lecture - Extended Abstract). FedCSIS (2023)
Yizhao Zhao, Zaiwu Gong, Guo Wei, Roman Slowinski
Consensus modeling with interactive utility and partial preorder of decision-makers, involving fairness and tolerant behavior. Inf. Sci. 638 (2023)
Salvatore Greco, Roman Slowinski
Pawlak, Belnap and the Magical Number Seven. IJCRS (2023)
Marko Palangetic, Chris Cornelis, Salvatore Greco, Roman Slowinski
Fuzzy granular approximation classifier. CoRR (2022)
Marco Cinelli, Peter Burgherr, Milosz Kadzinski, Roman Slowinski
Proper and improper uses of MCDA methods in energy systems analysis. Decis. Support Syst. 163 (2022)
Marco Cinelli, Milosz Kadzinski, Grzegorz Miebs, Michael Gonzalez, Roman Slowinski
Recommending multiple criteria decision analysis methods with a new taxonomy-based decision support system. Eur. J. Oper. Res. 302 (2) (2022)
Marko Palangetic, Chris Cornelis, Salvatore Greco, Roman Slowinski
Granular representation of OWA-based fuzzy rough sets. Fuzzy Sets Syst. 440 (2022)
Roman Slowinski
2022 Editors' awards for excellence in reviewing. Eur. J. Oper. Res. 300 (3) (2022)
Marko Palangetic, Chris Cornelis, Salvatore Greco, Roman Slowinski
Multi-class granular approximation by means of disjoint and adjacent fuzzy granules. CoRR (2022)
Salvatore Corrente, Salvatore Greco, Floriana Leonardi, Roman Slowinski
The hierarchical SMAA-PROMETHEE method applied to assess the sustainability of European cities. Appl. Intell. 51 (9) (2021)
Milosz Kadzinski, Krzysztof Martyn, Marco Cinelli, Roman Slowinski, Salvatore Corrente, Salvatore Greco
Preference disaggregation method for value-based multi-decision sorting problems with a real-world application in nanotechnology. Knowl. Based Syst. 218 (2021)
Yoshifumi Kusunoki, Jerzy Blaszczynski, Masahiro Inuiguchi, Roman Slowinski
Empirical risk minimization for dominance-based rough set approaches. Inf. Sci. 567 (2021)
Roman Slowinski
Constructive Preference Learning. ICORES (2021)
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 (2021)
Marko Palangetic, Chris Cornelis, Salvatore Greco, Roman Slowinski
A Novel Machine Learning Approach to Data Inconsistency with respect to a Fuzzy Relation. CoRR (2021)
Roman Slowinski
2021 editors' awards for excellence in reviewing. Eur. J. Oper. Res. 293 (3) (2021)
Marko Palangetic, Chris Cornelis, Salvatore Greco, Roman Slowinski
Fuzzy extensions of the dominance-based rough set approach. Int. J. Approx. Reason. 129 (2021)
Marco Cinelli, Milosz Kadzinski, Grzegorz Miebs, Michael Gonzalez, Roman Slowinski
Recommending Multiple Criteria Decision Analysis Methods with A New Taxonomy-based Decision Support System. CoRR (2021)
Marko Palangetic, Chris Cornelis, Salvatore Greco, Roman Slowinski
Rough Sets Meet Statistics - A New View on Rough Set Reasoning About Numerical Data. IJCRS (2020)
Milosz Kadzinski, Krzysztof Martyn, Marco Cinelli, Roman Slowinski, Salvatore Corrente, Salvatore Greco
Preference disaggregation for multiple criteria sorting with partial monotonicity constraints: Application to exposure management of nanomaterials. Int. J. Approx. Reason. 117 (2020)
Roman Slowinski
2020 editors' awards for excellence in reviewing. Eur. J. Oper. Res. 287 (2) (2020)
Milosz Kadzinski, Michal K. Tomczyk, Roman Slowinski
Preference-based cone contraction algorithms for interactive evolutionary multiple objective optimization. Swarm Evol. Comput. 52 (2020)
Jiapeng Liu, Xiuwu Liao, Milosz Kadzinski, Roman Slowinski
Preference disaggregation within the regularization framework for sorting problems with multiple potentially non-monotonic criteria. Eur. J. Oper. Res. 276 (3) (2019)
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)
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)
Marko Palangetic, Chris Cornelis, Salvatore Greco, Roman Slowinski
Extension of the Fuzzy Dominance-Based Rough Set Approach Using Ordered Weighted Average Operators. EUSFLAT Conf. (2019)
Roman Slowinski
2019 Editors' awards for excellence in reviewing. Eur. J. Oper. Res. 277 (2) (2019)
Roman Slowinski
A statement from the EJOR editors about publication ethics. Eur. J. Oper. Res. 276 (3) (2019)
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 (2018)
Milosz Kadzinski, Michal K. Tomczyk, Roman Slowinski
Interactive Cone Contraction for Evolutionary Mutliple Objective Optimization. Advances in Data Analysis with Computational Intelligence Methods (2018)
Roman Slowinski
2018 editors' awards for excellence in reviewing. Eur. J. Oper. Res. 269 (3) (2018)
Salvatore Greco, Benedetto Matarazzo, Roman Slowinski
Distinguishing Vagueness from Ambiguity in Rough Set Approximations. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 26 (Supplement-2) (2018)
Roman Slowinski
Bernard Roy (1934-2017). Eur. J. Oper. Res. 266 (1) (2018)
Roman Slowinski
2017 editors' awards for excellence in reviewing. Eur. J. Oper. Res. 262 (2) (2017)
Salvatore Corrente, Salvatore Greco, Roman Slowinski
Handling imprecise evaluations in multiple criteria decision aiding and robust ordinal regression by n-point intervals. Fuzzy Optim. Decis. Mak. 16 (2) (2017)
Salvatore Corrente, Michael Doumpos, Salvatore Greco, Roman Slowinski, Constantin Zopounidis
Multiple criteria hierarchy process for sorting problems based on ordinal regression with additive value functions. Ann. Oper. Res. 251 (1-2) (2017)
Sigifredo Laengle, José M. Merigó, Jaime Miranda, Roman Slowinski, Immanuel M. Bomze, Emanuele Borgonovo, Robert G. Dyson, José Fernando Oliveira, Ruud H. Teunter
Forty years of the European Journal of Operational Research: A bibliometric overview. Eur. J. Oper. Res. 262 (3) (2017)
Salvatore Greco, Benedetto Matarazzo, Roman Slowinski
Distinguishing Vagueness from Ambiguity in Dominance-Based Rough Set Approach by Means of a Bipolar Pawlak-Brouwer-Zadeh Lattice. IJCRS (2) (2017)
Marcin Szelag, Jerzy Blaszczynski, Roman Slowinski
Rough Set Analysis of Classification Data with Missing Values. IJCRS (1) (2017)
Milosz Kadzinski, Krzysztof Ciomek, Pawel Rychly, Roman Slowinski
Post factum analysis for robust multiple criteria ranking and sorting. J. Glob. Optim. 65 (3) (2016)
Jerzy Blaszczynski, Jerzy Stefanowski, Roman Slowinski
Consistency Driven Feature Subspace Aggregating for Ordinal Classification. IJCRS (2016)
Milosz Kadzinski, Roman Slowinski, Salvatore Greco
Robustness analysis for decision under uncertainty with rule-based preference model. Inf. Sci. 328 (2016)
Salvatore Greco, Roman Slowinski, Izabela Szczech
Measures of rule interestingness in various perspectives of confirmation. Inf. Sci. (2016)
Marcin Szelag, Salvatore Greco, Roman Slowinski
Similarity-Based Classification with Dominance-Based Decision Rules. IJCRS (2016)
Roman Slowinski
Editors' Awards for Excellence in Reviewing 2015. Eur. J. Oper. Res. 254 (2) (2016)
Salvatore Corrente, Salvatore Greco, Roman Slowinski
Multiple Criteria Hierarchy Process for ELECTRE Tri methods. Eur. J. Oper. Res. 252 (1) (2016)
Salvatore Corrente, Salvatore Greco, Milosz Kadzinski, Roman Slowinski
Inducing probability distributions on the set of value functions by Subjective Stochastic Ordinal Regression. Knowl. Based Syst. 112 (2016)
Jürgen Branke, Salvatore Corrente, Salvatore Greco, Roman Slowinski, Piotr Zielniewicz
Using Choquet integral as preference model in interactive evolutionary multiobjective optimization. Eur. J. Oper. Res. 250 (3) (2016)
Jerzy Blaszczynski, Bartosz Prusak, Roman Slowinski
Multi-objective Search for Comprehensible Rule Ensembles. IJCRS (2016)
Jerzy Blaszczynski, Yoshifumi Kusunoki, Masahiro Inuiguchi, Roman Slowinski
Empirical Risk Minimization for Variable Consistency Dominance-Based Rough Set Approach. RSFDGrC (2015)
H. Blasco, Jerzy Blaszczynski, Jean-Charles Billaut, L. Nadal-Desbarats, P. F. Pradat, David Devos, Caroline Moreau, C. R. Andres, Patrick Emond, P. Corcia, Roman Slowinski
Comparative analysis of targeted metabolomics: Dominance-based rough set approach versus orthogonal partial least square-discriminant analysis. J. Biomed. Informatics 53 (2015)
Milosz Kadzinski, Krzysztof Ciomek, Roman Slowinski
Modeling assignment-based pairwise comparisons within integrated framework for value-driven multiple criteria sorting. Eur. J. Oper. Res. 241 (3) (2015)
Robert Susmaga, Roman Slowinski
Generation of rough sets reducts and constructs based on inter-class and intra-class information. Fuzzy Sets Syst. 274 (2015)
Jason J. Jung, Costin Badica, Ngoc Thanh Nguyen, Roman Slowinski
Semantic interoperability for automated enterprises. Enterp. Inf. Syst. 9 (3) (2015)
Milosz Kadzinski, Roman Slowinski
Parametric evaluation of research units with respect to reference profiles. Decis. Support Syst. 72 (2015)
Milosz Kadzinski, Roman Slowinski, Salvatore Greco
Multiple criteria ranking and choice with all compatible minimal cover sets of decision rules. Knowl. Based Syst. 89 (2015)
Jürgen Branke, Salvatore Greco, Roman Slowinski, Piotr Zielniewicz
Learning Value Functions in Interactive Evolutionary Multiobjective Optimization. IEEE Trans. Evol. Comput. 19 (1) (2015)
Luis Del Vasto Terrientes, Aïda Valls, Roman Slowinski, Piotr Zielniewicz
ELECTRE-III-H: An outranking-based decision aiding method for hierarchically structured criteria. Expert Syst. Appl. 42 (11) (2015)
Roman Slowinski
Editors' Awards for Excellence in Reviewing 2015. Eur. J. Oper. Res. 246 (3) (2015)
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)
Aleksander Wieczorek, Roman Slowinski
Generating a set of association and decision rules with statistically representative support and anti-support. Inf. Sci. 277 (2014)
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) (2014)
Milosz Kadzinski, Salvatore Greco, Roman Slowinski
Robust Ordinal Regression for Dominance-based Rough Set Approach to multiple criteria sorting. Inf. Sci. 283 (2014)
Salvatore Greco, Vincent Mousseau, Roman Slowinski
Robust ordinal regression for value functions handling interacting criteria. Eur. J. Oper. Res. 239 (3) (2014)
Milosz Kadzinski, Salvatore Corrente, Salvatore Greco, Roman Slowinski
Preferential reducts and constructs in robust multiple criteria ranking and sorting. OR Spectr. 36 (4) (2014)
Johannes Fürnkranz, Eyke Hüllermeier, Cynthia Rudin, Roman Slowinski, Scott Sanner
Preference Learning (Dagstuhl Seminar 14101). Dagstuhl Reports 4 (3) (2014)
Marcin Szelag, Salvatore Greco, Roman Slowinski
Variable consistency dominance-based rough set approach to preference learning in multicriteria ranking. Inf. Sci. 277 (2014)
Yoshifumi Kusunoki, Jerzy Blaszczynski, Masahiro Inuiguchi, Roman Slowinski
Empirical Risk Minimization for Variable Precision Dominance-Based Rough Set Approach. RSKT (2013)
Salvatore Greco, Roman Slowinski, Piotr Zielniewicz
Putting Dominance-based Rough Set Approach and robust ordinal regression together. Decis. Support Syst. 54 (2) (2013)
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) (2013)
Silvia Angilella, Salvatore Corrente, Salvatore Greco, Roman Slowinski
Multiple Criteria Hierarchy Process for the Choquet Integral. EMO (2013)
Salvatore Corrente, Salvatore Greco, Milosz Kadzinski, Roman Slowinski
Robust ordinal regression in preference learning and ranking. Mach. Learn. 93 (2-3) (2013)
Salvatore Greco, Roman Slowinski, Izabela Szczech
Finding Meaningful Bayesian Confirmation Measures. Fundam. Informaticae 127 (1-4) (2013)
Wojciech Kotlowski, Roman Slowinski
On Nonparametric Ordinal Classification with Monotonicity Constraints. IEEE Trans. Knowl. Data Eng. 25 (11) (2013)
Milosz Kadzinski, Roman Slowinski
DIS-CARD: a new method of multiple criteria sorting to classes with desired cardinality. J. Glob. Optim. 56 (3) (2013)
Salvatore Greco, Benedetto Matarazzo, Roman Slowinski
Distinguishing Vagueness from Ambiguity by Means of Pawlak-Brouwer-Zadeh Lattices. IPMU (1) (2012)
Salvatore Corrente, Salvatore Greco, Roman Slowinski
Erratum to "Multiple Criteria Hierarchy Process in Robust Ordinal Regression" [Decis. Support Syst. 53/3 (2012) 660-674]. Decis. Support Syst. 54 (1) (2012)
Salvatore Corrente, Salvatore Greco, Roman Slowinski
Multiple Criteria Hierarchy Process in Robust Ordinal Regression. Decis. Support Syst. 53 (3) (2012)
Salvatore Greco, Benedetto Matarazzo, Roman Slowinski
The Bipolar Complemented de Morgan Brouwer-Zadeh Distributive Lattice as an Algebraic Structure for the Dominance-based Rough Set Approach. Fundam. Informaticae 115 (1) (2012)
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)
Jerzy Blaszczynski, Roman Slowinski, Marcin Szelag
Induction of Ordinal Classification Rules from Incomplete Data. RSCTC (2012)
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)
Dympna O'Sullivan, Szymon Wilk, Wojtek Michalowski, Roman Slowinski, Roland Thomas, Ken Farion
Discovering the Preferences of Physicians with Regards to Rank-Ordered Medical Documents. IPMU (3) (2012)
Massimo Gurrieri, Xavier Siebert, Philippe Fortemps, Salvatore Greco, Roman Slowinski
Label Ranking: A New Rule-Based Label Ranking Method. IPMU (1) (2012)
Salvatore Greco, Milosz Kadzinski, Vincent Mousseau, Roman Slowinski
-GROUP. Decis. Support Syst. 52 (3) (2012)
Luis Del Vasto Terrientes, Aïda Valls, Roman Slowinski, Piotr Zielniewicz
Extending Concordance and Discordance Relations to Hierarchical Sets of Criteria in ELECTRE-III Method. MDAI (2012)
Milosz Kadzinski, Salvatore Greco, Roman Slowinski
Selection of a representative value function in robust multiple criteria ranking and choice. Eur. J. Oper. Res. 217 (3) (2012)
Jerzy Blaszczynski, Salvatore Greco, Roman Slowinski
Inductive discovery of laws using monotonic rules. Eng. Appl. Artif. Intell. 25 (2) (2012)
Salvatore Greco, Roman Slowinski, Izabela Szczech
Properties of rule interestingness measures and alternative approaches to normalization of measures. Inf. Sci. 216 (2012)
Milosz Kadzinski, Salvatore Greco, Roman Slowinski
Selection of a representative set of parameters for robust ordinal regression outranking methods. Comput. Oper. Res. 39 (11) (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Roman Slowinski