Concepedia

Robert Susmaga

RS

19

Publications

1K

Citations

15

H-Index

1997

Active since

Affiliations

Poznań University of Technology(Current)

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

Top concepts

EngineeringData ScienceData MiningStatisticsKnowledge DiscoveryManagementComputer SciencePredictive AnalyticsDiscrete MathematicsInformation Retrieval

Publications per year

1997–2024

19

Publications

19

Business failure prediction using rough sets

Augustinos I. Dimitras, Robert Susmaga, C. Zopounidis · European Journal of Operational Research · 1999 · 495 citations

Reliability Engineering, Engineering, Data Science +12

On the Dynamics of Classification Measures for Imbalanced and Streaming Data

Dariusz Brzeziński, Jerzy Stefanowski, Robert Susmaga et al. · IEEE Transactions on Neural Networks and Learning Systems · 2019 · 65 citations

Engineering, Machine Learning, Shift Detection +19

Generation of Exhaustive Set of Rules within Dominance-based Rough Set Approach

Krzysztof Dembczyński, Roman Pindur, Robert Susmaga · Electronic Notes in Theoretical Computer Science · 2003 · 58 citations · Full text

Artificial Intelligence, Engineering, Decision Rule Induction +20

Generation of reducts and rules in multi-attribute and multi-criteria classification

Robert Susmaga, Roman Słowiński, Salvatore Greco et al. · Control and Cybernetics · 2000 · 52 citations

Classification Method, Engineering, Information Retrieval +11

Analyzing discretizations of continuous attributes given a monotonic discrimination function

Robert Susmaga · Intelligent Data Analysis · 1997 · 50 citations

Mathematical Programming, Engineering, Symbolic Data Analysis +18

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