Analyzing Discretizations of Continuous Attributes Given a Monotonic Discrimination Function. - Robert Susmaga (Intell. Data Anal., 1997)

ROSE - Software Implementation of the Rough Set Theory. - Bartlomiej Predki; Roman Slowinski; Jerzy Stefanowski; Robert Susmaga; Szymon Wilk (Rough Sets and Current Trends in Computing, 1998)

Parallel Computation of Reducts. - Robert Susmaga (Rough Sets and Current Trends in Computing, 1998)

Computation of Minimal Cost Reducts. - Robert Susmaga (ISMIS, 1999)

Business failure prediction using rough sets. - A. I. Dimitras; Roman Slowinski; Robert Susmaga; Constantin Zopounidis (Eur. J. Oper. Res., 1999)

Generation of Exhaustive Rule Sets Using a Reduct Generating Algorithm. - Robert Susmaga (Intelligent Information Systems, 2000)

Sequential Construction of Features based on genetically transformed Data. - Jacek Jelonek; Roman Slowinski; Robert Susmaga (SEAL, 2002)

Dominance-based Rough Set Classifier without Induction of Decision Rules. - Krzysztof Dembczynski; Roman Pindur; Robert Susmaga (RSKD, 2003)

Generation of Exhaustive Set of Rules within Dominance-based Rough Set Approach. - Krzysztof Dembczynski; Roman Pindur; Robert Susmaga (RSKD, 2003)

Reducts Versus Constructs: an Experimental Evaluation. - Robert Susmaga (RSKD, 2003)

Fast rule extraction with binary-coded relations. - Roman Pindur; Robert Susmaga (Intell. Data Anal., 2003)

Knowledge Discovery from Digital Media Objects Using Preference Semantics. - Luiza Budzynska; Jacek Jelonek; Ewa Lukasik; Aleksander Naganowski; Roman Slowinski; Robert Susmaga (EWIMT, 2004)

Confusion Matrix Visualization. - Robert Susmaga (Intelligent Information Systems, 2004)

Tree-Like Parallelization of Reduct and Construct Computation. - Robert Susmaga (Rough Sets and Current Trends in Computing, 2004)

Hyperplane Aggregation of Dominance Decision Rules. - Roman Pindur; Robert Susmaga; Jerzy Stefanowski (Fundam. Informaticae, 2004)

Reducts and Constructs in Attribute Reduction. - Robert Susmaga (Fundam. Informaticae, 2004)

Rule-Based Estimation of Attribute Relevance. - Jerzy Blaszczynski; Roman Slowinski; Robert Susmaga (RSKT, 2011)

Community Traffic: A Technology for the Next Generation Car Navigation. - Przemyslaw Gawel; Krzysztof Dembczynski; Wojciech Kotlowski; Marek Kubiak; Robert Susmaga; Piotr Zielniewicz; Andrzej Jaszkiewicz (ADBIS Workshops, 2012)

Adapting Travel Time Estimates to Current Traffic Conditions. - Przemyslaw Gawel; Krzysztof Dembczynski; Robert Susmaga; Przemyslaw Wesolek; Piotr Zielniewicz; Andrzej Jaszkiewicz (ADBIS Workshops, 2012)

The Property of $ chi^2_{01}$ -Concordance for Bayesian Confirmation Measures. - Robert Susmaga; Izabela Szczech (MDAI, 2013)

Visual-Based Detection of Properties of Confirmation Measures. - Robert Susmaga; Izabela Szczech (ISMIS, 2014)

Reducts and constructs in classic and dominance-based rough sets approach. - Robert Susmaga (Inf. Sci., 2014)

Can Interestingness Measures be Usefully Visualized? - Robert Susmaga; Izabela Szczech (Int. J. Appl. Math. Comput. Sci., 2015)

Generation of rough sets reducts and constructs based on inter-class and intra-class information. - Robert Susmaga; Roman Slowinski (Fuzzy Sets Syst., 2015)

Selected group-theoretic aspects of confirmation measure symmetries. - Robert Susmaga; Izabela Szczech (Inf. Sci., 2016)

Tetrahedron: Barycentric Measure Visualizer. - Dariusz Brzezinski; Jerzy Stefanowski; Robert Susmaga; Izabela Szczech (ECML/PKDD (3), 2017)

Visual-Based Analysis of Classification Measures with Applications to Imbalanced Data. - Dariusz Brzezinski; Jerzy Stefanowski; Robert Susmaga; Izabela Szczech (CoRR, 2017)

Visual-based analysis of classification measures and their properties for class imbalanced problems. - Dariusz Brzezinski; Jerzy Stefanowski; Robert Susmaga; Izabela Szczech (Inf. Sci., 2018)

Approximate Hypervolume Calculation with Guaranteed or Confidence Bounds. - Andrzej Jaszkiewicz; Robert Susmaga; Piotr Zielniewicz (PPSN (1), 2020)

On the Dynamics of Classification Measures for Imbalanced and Streaming Data. - Dariusz Brzezinski; Jerzy Stefanowski; Robert Susmaga; Izabela Szczech (IEEE Trans. Neural Networks Learn. Syst., 2020)

MSD-space: Visualizing the inner-workings of TOPSIS aggregations. - Robert Susmaga; Izabela Szczech; Piotr Zielniewicz; Dariusz Brzezinski (Eur. J. Oper. Res., 2023)

Towards explainable TOPSIS: Visual insights into the effects of weights and aggregations on rankings. - Robert Susmaga; Izabela Szczech; Dariusz Brzezinski (Appl. Soft Comput., 2024)

Properties of Fairness Measures in the Context of Varying Class Imbalance and Protected Group Ratios. - Dariusz Brzezinski; Julia Stachowiak; Jerzy Stefanowski; Izabela Szczech; Robert Susmaga; Sofya Aksenyuk; Uladzimir Ivashka; Oleksandr Yasinskyi (ACM Trans. Knowl. Discov. Data, 2024)

Utility Inspired Generalizations of TOPSIS. - Robert Susmaga; Izabela Szczech (CoRR, 2025)