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2020 – today
- 2024
[j14]Robert Susmaga, Izabela Szczech
, Dariusz Brzezinski:
Towards explainable TOPSIS: Visual insights into the effects of weights and aggregations on rankings. Appl. Soft Comput. 153: 111279 (2024)- [j13]Dariusz Brzezinski, Julia Stachowiak, Jerzy Stefanowski, Izabela Szczech, Robert Susmaga, Sofya Aksenyuk, Uladzimir Ivashka, Oleksandr Yasinskyi:
Properties of Fairness Measures in the Context of Varying Class Imbalance and Protected Group Ratios. ACM Trans. Knowl. Discov. Data 18(7): 170 (2024) - 2023
- [j12]Robert Susmaga, Izabela Szczech, Piotr Zielniewicz, Dariusz Brzezinski:
MSD-space: Visualizing the inner-workings of TOPSIS aggregations. Eur. J. Oper. Res. 308(1): 229-242 (2023) - [i2]Robert Susmaga, Izabela Szczech, Dariusz Brzezinski:
Towards Explainable TOPSIS: Visual Insights into the Effects of Weights and Aggregations on Rankings. CoRR abs/2306.07706 (2023) - 2020
- [j11]Dariusz Brzezinski, Jerzy Stefanowski, Robert Susmaga, Izabela Szczech:
On the Dynamics of Classification Measures for Imbalanced and Streaming Data. IEEE Trans. Neural Networks Learn. Syst. 31(8): 2868-2878 (2020) - [c18]Andrzej Jaszkiewicz, Robert Susmaga, Piotr Zielniewicz:
Approximate Hypervolume Calculation with Guaranteed or Confidence Bounds. PPSN (1) 2020: 215-228
2010 – 2019
- 2018
- [j10]Dariusz Brzezinski, Jerzy Stefanowski, Robert Susmaga, Izabela Szczech:
Visual-based analysis of classification measures and their properties for class imbalanced problems. Inf. Sci. 462: 242-261 (2018) - 2017
- [c17]Dariusz Brzezinski, Jerzy Stefanowski, Robert Susmaga, Izabela Szczech:
Tetrahedron: Barycentric Measure Visualizer. ECML/PKDD (3) 2017: 419-422 - [i1]Dariusz Brzezinski, Jerzy Stefanowski, Robert Susmaga, Izabela Szczech:
Visual-Based Analysis of Classification Measures with Applications to Imbalanced Data. CoRR abs/1704.07122 (2017) - 2016
- [j9]Robert Susmaga, Izabela Szczech:
Selected group-theoretic aspects of confirmation measure symmetries. Inf. Sci. 346-347: 424-441 (2016) - 2015
- [j8]Robert Susmaga, Izabela Szczech:
Can Interestingness Measures be Usefully Visualized? Int. J. Appl. Math. Comput. Sci. 25(2): 323-336 (2015) - [j7]Robert Susmaga, Roman Slowinski:
Generation of rough sets reducts and constructs based on inter-class and intra-class information. Fuzzy Sets Syst. 274: 124-142 (2015) - 2014
- [j6]Robert Susmaga:
Reducts and constructs in classic and dominance-based rough sets approach. Inf. Sci. 271: 45-64 (2014) - [c16]Robert Susmaga, Izabela Szczech:
Visual-Based Detection of Properties of Confirmation Measures. ISMIS 2014: 133-143 - 2013
- [c15]Robert Susmaga, Izabela Szczech:
The Property of $\chi^2_{01}$ -Concordance for Bayesian Confirmation Measures. MDAI 2013: 226-236 - 2012
- [c14]Przemyslaw Gawel, Krzysztof Dembczynski, Robert Susmaga, Przemyslaw Wesolek, Piotr Zielniewicz, Andrzej Jaszkiewicz:
Adapting Travel Time Estimates to Current Traffic Conditions. ADBIS Workshops 2012: 79-88 - [c13]Przemyslaw Gawel, Krzysztof Dembczynski, Wojciech Kotlowski, Marek Kubiak, Robert Susmaga, Piotr Zielniewicz, Andrzej Jaszkiewicz:
Community Traffic: A Technology for the Next Generation Car Navigation. ADBIS Workshops 2012: 339-348 - 2011
- [c12]Jerzy Blaszczynski, Roman Slowinski, Robert Susmaga:
Rule-Based Estimation of Attribute Relevance. RSKT 2011: 36-44
2000 – 2009
- 2004
- [j5]Roman Pindur, Robert Susmaga, Jerzy Stefanowski:
Hyperplane Aggregation of Dominance Decision Rules. Fundam. Informaticae 61(2): 117-137 (2004) - [j4]Robert Susmaga:
Reducts and Constructs in Attribute Reduction. Fundam. Informaticae 61(2): 159-181 (2004) - [c11]Luiza Budzynska, Jacek Jelonek, Ewa Lukasik, Aleksander Naganowski, Roman Slowinski, Robert Susmaga:
Knowledge Discovery from Digital Media Objects Using Preference Semantics. EWIMT 2004 - [c10]Robert Susmaga:
Confusion Matrix Visualization. Intelligent Information Systems 2004: 107-116 - [c9]Robert Susmaga:
Tree-Like Parallelization of Reduct and Construct Computation. Rough Sets and Current Trends in Computing 2004: 455-464 - 2003
- [j3]Roman Pindur, Robert Susmaga:
Fast rule extraction with binary-coded relations. Intell. Data Anal. 7(1): 27-42 (2003) - [c8]Krzysztof Dembczynski, Roman Pindur, Robert Susmaga:
Dominance-based Rough Set Classifier without Induction of Decision Rules. RSKD 2003: 84-95 - [c7]Krzysztof Dembczynski, Roman Pindur, Robert Susmaga:
Generation of Exhaustive Set of Rules within Dominance-based Rough Set Approach. RSKD 2003: 96-107 - [c6]Robert Susmaga:
Reducts Versus Constructs: an Experimental Evaluation. RSKD 2003: 239-250 - 2002
- [c5]Jacek Jelonek, Roman Slowinski, Robert Susmaga:
Sequential Construction of Features based on genetically transformed Data. SEAL 2002: 623-642 - 2000
- [c4]Robert Susmaga:
Generation of Exhaustive Rule Sets Using a Reduct Generating Algorithm. Intelligent Information Systems 2000: 65-74
1990 – 1999
- 1999
- [j2]A. I. Dimitras, Roman Slowinski, Robert Susmaga, Constantin Zopounidis:
Business failure prediction using rough sets. Eur. J. Oper. Res. 114(2): 263-280 (1999) - [c3]Robert Susmaga:
Computation of Minimal Cost Reducts. ISMIS 1999: 448-456 - 1998
- [c2]Robert Susmaga:
Parallel Computation of Reducts. Rough Sets and Current Trends in Computing 1998: 450-457 - [c1]Bartlomiej Predki, Roman Slowinski, Jerzy Stefanowski, Robert Susmaga, Szymon Wilk:
ROSE - Software Implementation of the Rough Set Theory. Rough Sets and Current Trends in Computing 1998: 605-608 - 1997
- [j1]Robert Susmaga:
Analyzing Discretizations of Continuous Attributes Given a Monotonic Discrimination Function. Intell. Data Anal. 1(1-4): 157-179 (1997)
Coauthor Index
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last updated on 2024-08-23 19:24 CEST by the dblp team
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