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Attribute Reduction Based on MapReduce Model and Discernibility Measure

 Michal Czolombitko , Jaroslaw Stepaniuk
15th IFIP International Conference on Computer Information Systems and Industrial Management (CISIM), Sep 2016, Vilnius, Lithuania. pp.55-66, ⟨10.1007/978-3-319-45378-1_6⟩
Conference papers hal-01637503v1
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Hardware Supported Rough Sets Based Rules Generation for Big Datasets

 Maciej Kopczynski , Tomasz Grzes , Jaroslaw Stepaniuk
15th IFIP International Conference on Computer Information Systems and Industrial Management (CISIM), Sep 2016, Vilnius, Lithuania. pp.91-102, ⟨10.1007/978-3-319-45378-1_9⟩
Conference papers hal-01637509v1
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Imbalanced Data Classification: A Novel Re-sampling Approach Combining Versatile Improved SMOTE and Rough Sets

 Katarzyna Borowska , Jarosław Stepaniuk
15th IFIP International Conference on Computer Information Systems and Industrial Management (CISIM), Sep 2016, Vilnius, Lithuania. pp.31-42, ⟨10.1007/978-3-319-45378-1_4⟩
Conference papers hal-01637478v1
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Rough Sets in Imbalanced Data Problem: Improving Re–sampling Process

 Katarzyna Borowska , Jarosław Stepaniuk
16th IFIP International Conference on Computer Information Systems and Industrial Management (CISIM), Jun 2017, Bialystok, Poland. pp.459-469, ⟨10.1007/978-3-319-59105-6_39⟩
Conference papers hal-01656246v1
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