Robert Susmaga

37 papers B 1C 2Journal 19Unranked 15
YearRankTypeTitle / Venue / Authors
2025 J jnl
Utility Inspired Generalizations of TOPSIS.
CoRR
Robert Susmaga, Izabela Szczech
2025 J jnl
Utility-inspired generalizations of TOPSIS.
Neural Comput. Appl.
Izabela Szczech, Robert Susmaga
2024 J jnl
Properties of Fairness Measures in the Context of Varying Class Imbalance and Protected Group Ratios.
ACM Trans. Knowl. Discov. Data
Dariusz Brzezinski, Julia Stachowiak, Jerzy Stefanowski, Izabela Szczech, Robert Susmaga, Sofya Aksenyuk, Uladzimir Ivashka, Oleksandr Yasinskyi
2024 J jnl
Properties of fairness measures in the context of varying class imbalance and protected group ratios.
CoRR
Dariusz Brzezinski, Julia Stachowiak, Jerzy Stefanowski, Izabela Szczech, Robert Susmaga, Sofya Aksenyuk, Uladzimir Ivashka, Oleksandr Yasinskyi
2024 J jnl
Towards explainable TOPSIS: Visual insights into the effects of weights and aggregations on rankings.
Appl. Soft Comput.
Robert Susmaga, Izabela Szczech, Dariusz Brzezinski
2023 J jnl
MSD-space: Visualizing the inner-workings of TOPSIS aggregations.
Eur. J. Oper. Res.
Robert Susmaga, Izabela Szczech, Piotr Zielniewicz, Dariusz Brzezinski
2023 J jnl
Towards Explainable TOPSIS: Visual Insights into the Effects of Weights and Aggregations on Rankings.
CoRR
Robert Susmaga, Izabela Szczech, Dariusz Brzezinski
2020 — conf
Approximate Hypervolume Calculation with Guaranteed or Confidence Bounds.
PPSN (1)
Andrzej Jaszkiewicz, Robert Susmaga, Piotr Zielniewicz
2020 J jnl
On the Dynamics of Classification Measures for Imbalanced and Streaming Data.
IEEE Trans. Neural Networks Learn. Syst.
Dariusz Brzezinski, Jerzy Stefanowski, Robert Susmaga, Izabela Szczech
2018 J jnl
Visual-based analysis of classification measures and their properties for class imbalanced problems.
Inf. Sci.
Dariusz Brzezinski, Jerzy Stefanowski, Robert Susmaga, Izabela Szczech
2017 — conf
Tetrahedron: Barycentric Measure Visualizer.
ECML/PKDD (3)
Dariusz Brzezinski, Jerzy Stefanowski, Robert Susmaga, Izabela Szczech
2017 J jnl
Visual-Based Analysis of Classification Measures with Applications to Imbalanced Data.
CoRR
Dariusz Brzezinski, Jerzy Stefanowski, Robert Susmaga, Izabela Szczech
2016 J jnl
Selected group-theoretic aspects of confirmation measure symmetries.
Inf. Sci.
Robert Susmaga, Izabela Szczech
2015 J jnl
Can Interestingness Measures be Usefully Visualized?
Int. J. Appl. Math. Comput. Sci.
Robert Susmaga, Izabela Szczech
2015 J jnl
Generation of rough sets reducts and constructs based on inter-class and intra-class information.
Fuzzy Sets Syst.
Robert Susmaga, Roman Slowinski
2014 J jnl
Reducts and constructs in classic and dominance-based rough sets approach.
Inf. Sci.
Robert Susmaga
2014 C conf
Visual-Based Detection of Properties of Confirmation Measures.
ISMIS
Robert Susmaga, Izabela Szczech
2013 B conf
The Property of $\chi^2_{01}$ -Concordance for Bayesian Confirmation Measures.
MDAI
Robert Susmaga, Izabela Szczech
2012 — conf
Adapting Travel Time Estimates to Current Traffic Conditions.
ADBIS Workshops
Przemyslaw Gawel, Krzysztof Dembczynski, Robert Susmaga, Przemyslaw Wesolek, Piotr Zielniewicz, Andrzej Jaszkiewicz
2012 — conf
Community Traffic: A Technology for the Next Generation Car Navigation.
ADBIS Workshops
Przemyslaw Gawel, Krzysztof Dembczynski, Wojciech Kotlowski, Marek Kubiak, Robert Susmaga, Piotr Zielniewicz, Andrzej Jaszkiewicz
2011 — conf
Rule-Based Estimation of Attribute Relevance.
RSKT
Jerzy Blaszczynski, Roman Slowinski, Robert Susmaga
2004 — conf
Confusion Matrix Visualization.
Intelligent Information Systems
Robert Susmaga
2004 J jnl
Hyperplane Aggregation of Dominance Decision Rules.
Fundam. Informaticae
Roman Pindur, Robert Susmaga, Jerzy Stefanowski
2004 — conf
Knowledge Discovery from Digital Media Objects Using Preference Semantics.
EWIMT
Luiza Budzynska, Jacek Jelonek, Ewa Lukasik, Aleksander Naganowski, Roman Slowinski, Robert Susmaga
2004 J jnl
Reducts and Constructs in Attribute Reduction.
Fundam. Informaticae
Robert Susmaga
2004 — conf
Tree-Like Parallelization of Reduct and Construct Computation.
Rough Sets and Current Trends in Computing
Robert Susmaga
2003 — conf
Dominance-based Rough Set Classifier without Induction of Decision Rules.
RSKD
Krzysztof Dembczynski, Roman Pindur, Robert Susmaga
2003 J jnl
Fast rule extraction with binary-coded relations.
Intell. Data Anal.
Roman Pindur, Robert Susmaga
2003 — conf
Generation of Exhaustive Set of Rules within Dominance-based Rough Set Approach.
RSKD
Krzysztof Dembczynski, Roman Pindur, Robert Susmaga
2003 — conf
Reducts Versus Constructs: an Experimental Evaluation.
RSKD
Robert Susmaga
2002 — conf
Sequential Construction of Features based on genetically transformed Data.
SEAL
Jacek Jelonek, Roman Slowinski, Robert Susmaga
2000 — conf
Generation of Exhaustive Rule Sets Using a Reduct Generating Algorithm.
Intelligent Information Systems
Robert Susmaga
1999 J jnl
Business failure prediction using rough sets.
Eur. J. Oper. Res.
A. I. Dimitras, Roman Slowinski, Robert Susmaga, Constantin Zopounidis
1999 C conf
Computation of Minimal Cost Reducts.
ISMIS
Robert Susmaga
1998 — conf
Parallel Computation of Reducts.
Rough Sets and Current Trends in Computing
Robert Susmaga
1998 — conf
ROSE - Software Implementation of the Rough Set Theory.
Rough Sets and Current Trends in Computing
Bartlomiej Predki, Roman Slowinski, Jerzy Stefanowski, Robert Susmaga, Szymon Wilk
1997 J jnl
Analyzing Discretizations of Continuous Attributes Given a Monotonic Discrimination Function.
Intell. Data Anal.
Robert Susmaga