Robert Susmaga - Concepedia

Author

Robert Susmaga

Poznań University of Technology ORCID

Also Known As

R SUSMAGA, R. Susmaga, Robert Susmaga, Susmaga, Robert

Publications

1.4K

Citations

H-Index

Concepts

All Affiliations

Poznań University of Technology

About

Robert Susmaga is an author at Poznań University of Technology specializing in engineering, data science, and data mining.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	13	15	952
2	Management	6	6	189
3	Business	2	2	507
4	Social Sciences	1	1	16
5	Accounting	1	1	12

Robert Susmaga

Publications

Citations

H-Index

Page 1

	Year	Citations
Business failure prediction using rough sets Augustinos I. Dimitras, Robert Susmaga, C. Zopounidis European Journal of Operational Research Reliability EngineeringEngineeringData ScienceBusiness IntelligenceData Mining	1999	495
On the Dynamics of Classification Measures for Imbalanced and Streaming Data Dariusz Brzeziński, Jerzy Stefanowski, Robert Susmaga, IEEE Transactions on Neural Networks and Learning Systems EngineeringMachine LearningShift DetectionStreaming AlgorithmStreaming Data	2019	65
Generation of Exhaustive Set of Rules within Dominance-based Rough Set Approach Krzysztof Dembczyński, Roman Pindur, Robert Susmaga Electronic Notes in Theoretical Computer Science Artificial IntelligenceEngineeringDecision Rule InductionOperations ResearchFuzzy Multi-criteria Decision-making	2003	58
Generation of reducts and rules in multi-attribute and multi-criteria classification Robert Susmaga, Roman Słowiński, Salvatore Greco, Control and Cybernetics Classification MethodEngineeringInformation RetrievalData ScienceData Mining	2000	52
Analyzing discretizations of continuous attributes given a monotonic discrimination function Robert Susmaga Intelligent Data Analysis Mathematical ProgrammingEngineeringSymbolic Data AnalysisContinuous AttributesOptimization-based Data Mining	1997	50
Reducts and constructs in classic and dominance-based rough sets approach Robert Susmaga Information Sciences EngineeringData ScienceData MiningFuzzy MathematicsDominance-based Rough Sets	2014	48
Dominance-based Rough Set Classifier without Induction of Decision Rules Krzysztof Dembczyński, Roman Pindur, Robert Susmaga Electronic Notes in Theoretical Computer Science Artificial IntelligenceEngineeringMachine LearningText MiningInformation Retrieval	2003	39
Towards explainable TOPSIS: Visual insights into the effects of weights and aggregations on rankings Robert Susmaga, Izabela Szczęch, Dariusz Brzeziński Applied Soft Computing Interactive VisualizationComputational Social ScienceRanking AlgorithmEngineeringInformation Retrieval	2024	29
Generation of rough sets reducts and constructs based on inter-class and intra-class information Robert Susmaga, Roman Słowiński Fuzzy Sets and Systems Intra-class InformationEngineeringData MiningInformation GranuleComputer Science	2014	24
Reducts and Constructs in Attribute Reduction Robert Susmaga	2004	20

Page 1